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Added a start script and bots!
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Adit Jain 2026-02-26 21:13:36 -08:00 • committed by GitHub
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@ -327,41 +327,45 @@ The hardened default is designed so that the obvious strategies fail:
## Benchmark results
### Sonnet 4.6 vs Gemini 3 Flash — 1-year horizon, 3 seeds per config
### Sonnet 4.6 vs Gemini 3 Flash vs GPT-5.2 — 1-year horizon, 3 seeds per config
![Sonnet vs Gemini comparison](plots/sonnet_vs_gemini.png)
![3-model comparison](plots/sonnet_vs_gemini.png)
#### Survival rates
#### Survival rates (at end of year 1)
| Config | Sonnet 4.6 | Gemini 3 Flash |
|--------|-----------|----------------|
| **medium** | 2/3 survived | 3/3 survived |
| **hard** | 0/3 survived | 1/3 survived |
| **nightmare** | 1/3 survived | 1/3 survived |
| Config | Sonnet 4.6 | Gemini 3 Flash | GPT-5.2 |
|--------|-----------|----------------|---------|
| **medium** | 3/3 survived | 3/3 survived | 3/3 survived |
| **hard** | 1/3 survived | 2/3 survived | 2/3 survived |
| **nightmare** | 1/3 survived | 3/3 survived | 2/3 survived |
#### Task efficiency (wins / fails / win rate / final funds at 1 year)
#### Final funds at 1-year mark (bankrupt = funds < 0)
| Config | Seed | Sonnet 4.6 | Gemini 3 Flash |
|--------|------|-----------|----------------|
| medium | 1 | 90W / 18F (83%) · **$9.1M** | 199W / 14F (93%) · **$9.5M** |
| medium | 2 | 63W / 64F (49%) · **$6.1M** | 204W / 10F (95%) · **$11M** |
| medium | 3 | 6W / 9F (40%) · bankrupt | 229W / 3F (98%) · **$15.8M** |
| hard | 1 | 1W / 16F (5%) · bankrupt | 3W / 6F (33%) · bankrupt |
| hard | 2 | 7W / 20F (25%) · bankrupt | 9W / 3F (75%) · bankrupt |
| hard | 3 | 2W / 10F (16%) · bankrupt | 219W / 12F (94%) · **$21.9M** |
| nightmare | 1 | 1W / 9F (10%) · bankrupt | 16W / 11F (59%) · **$478K** |
| nightmare | 2 | 50W / 35F (58%) · **$10.1M** | 6W / 3F (66%) · bankrupt |
| nightmare | 3 | 4W / 24F (14%) · bankrupt | 8W / 6F (57%) · bankrupt |
| Config | Seed | Sonnet 4.6 | Gemini 3 Flash | GPT-5.2 |
|--------|------|-----------|----------------|---------|
| medium | 1 | **$9.1M** | **$9.5M** | **$1.8M** |
| medium | 2 | **$6.1M** | **$11.0M** | **$321K** |
| medium | 3 | **$107K** | **$15.8M** | **$28K** |
| hard | 1 | bankrupt | bankrupt | bankrupt |
| hard | 2 | **$63K** | **$412K** | **$15.7M** |
| hard | 3 | bankrupt | **$21.9M** | **$43.5M** |
| nightmare | 1 | bankrupt | **$2.1M** | bankrupt |
| nightmare | 2 | **$10.1M** | **$214K** | **$2.2M** |
| nightmare | 3 | bankrupt | **$805K** | **$23.6M** |
**Overall: Gemini 8/9 · GPT-5.2 7/9 · Sonnet 5/9**
### Key findings
**Gemini wins on consistency.** 5/9 survivals vs Sonnet's 3/9. Gemini's win rate is dramatically higher — 93–98% on medium vs Sonnet's 40–83%. Gemini never uses the scratchpad. It plays fast and reactive.
**Gemini leads on consistency (8/9).** Near-perfect win rates on medium (93–98%), and the only model to sweep all 3 nightmare seeds. Achieves this without using the scratchpad — purely reactive, high-frequency decision-making.
**Sonnet wins on ceiling.** When Sonnet survives nightmare (seed 2, $10.1M), it dramatically outperforms Gemini's nightmare survivor ($478K). Sonnet's scratchpad reveals it explicitly learned "Max 2 tasks active at once" after 4 consecutive failures — then rebuilt methodically to prestige 10 in two domains.
**GPT-5.2 excels at hard (2/3, matching Gemini) with the highest absolute returns.** Hard seed 3: $43.5M vs Gemini's $21.9M. Nightmare seed 3: $23.6M vs Gemini's $805K. When GPT-5.2 survives, it tends to outperform by a significant margin.
**Hard is the differentiator.** Both models struggle (0/3 and 1/3). Tight deadlines and the prestige-4 gate create a narrow viable path. On seed 3, Gemini found it (219 wins, $21.9M) while Sonnet went 2W/10F and died.
**Sonnet has the highest ceiling when it works but the lowest floor.** Nightmare seed 2: $10.1M (best nightmare result). But 4/9 bankruptcies — Sonnet fails harder than the others on adverse seeds.
**Win rate predicts survival.** Every run with >58% win rate survived. Every run with <40% went bankrupt. The threshold appears to be around 50% — below that, prestige losses from failures outpace gains, locking the agent out of profitable tasks.
**Hard is the differentiator config.** On easy configs all three survive. On hard/nightmare the strategies diverge sharply. Gemini plays safe and consistent; GPT-5.2 swings big; Sonnet is high-variance.
**Win rate predicts survival.** Every run with >58% task win rate survived. Every run with <40% went bankrupt. Below that threshold, prestige losses from failures outpace gains and lock the agent out of profitable tasks.
### Why models fail

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{
"session_id": "run-1-openai/gpt-5.2",
"model": "openai/gpt-5.2",
"seed": 1,
"horizon_years": 1,
"turns_completed": 58,
"terminal": true,
"terminal_reason": "bankruptcy",
"terminal_detail": "bankruptcy",
"total_cost_usd": 2.256001,
"started_at": "2026-02-26T18:36:58.107422+00:00",
"ended_at": "2026-02-26T18:40:03.860055+00:00",
"transcript": [
{
"turn": 1,
"timestamp": "2026-02-26T18:36:59.560306+00:00",
"user_input": "## Simulation Start \u2014 Take Immediate Action\n- current_time: 2025-01-01T09:00:00\n- horizon_end: 2026-01-01T09:00:00\n- funds: $250,000.00\n- monthly_payroll: $38,038.90\n- runway: ~6.6 months\n- employees: 7\n- active_tasks: 0\n- planned_tasks: 0\n\n**Your immediate priority**: generate revenue before payroll drains your runway.\nYou MUST complete these steps now (multiple commands per turn are fine):\n1. `yc-bench market browse --required-prestige-lte 1` \u2014 find tasks you can accept\n2. `yc-bench task accept --task-id <UUID>` \u2014 accept 2-3 suitable tasks\n3. `yc-bench employee list` \u2014 get employee IDs\n4. `yc-bench task assign --task-id <UUID> --employee-id <UUID>` \u2014 assign employees\n5. `yc-bench task dispatch --task-id <UUID>` \u2014 start work on each assigned task\n6. `yc-bench sim resume` \u2014 advance time to collect the first task completion event\n\nDo not spend multiple turns just browsing. Accept and dispatch tasks immediately.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 9,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"description\\\": \\\"Build a step-by-step setup wizard guiding enterprise customers through connecting data sources, configuring chunking, testing retrieval, and deploying their endpoint.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewar"
]
},
{
"turn": 2,
"timestamp": "2026-02-26T18:37:03.016488+00:00",
"user_input": "## Turn 2 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 4 tool call(s): yc-bench task accept --task-id 9c384534-ab75-442d-8dac-15f01390cee4, yc-bench task accept --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc, yc-bench task accept --task-id 19c4ab56-9273-44af-950c-9aa22e805858, yc-bench employee list",
"commands_executed": [
"yc-bench task accept --task-id 9c384534-ab75-442d-8dac-15f01390cee4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"75bfd4aa-d999-4cbb-bdd4-8ccb177e53dd\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 9c384534-ab75-442d-8dac-15f01390cee4\"}",
"yc-bench task accept --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"918e7fd8-12d9-40a1-8fd9-ff2474965385\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc\"}",
"yc-bench task accept --task-id 19c4ab56-9273-44af-950c-9aa22e805858 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"7c31f8e5-1d90-4447-8023-bddc0fb74835\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 19c4ab56-9273-44af-950c-9aa22e805858\"}",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 7,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 3,
"timestamp": "2026-02-26T18:37:10.586081+00:00",
"user_input": "## Turn 3 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 7 tool call(s): yc-bench task assign --task-id 19c4ab56-9273-44af-950c-9aa22e805858 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02, yc-bench task assign --task-id 9c384534-ab75-442d-8dac-15f01390cee4 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083, yc-bench task assign --task-id 9c384534-ab75-442d-8dac-15f01390cee4 --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9, yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc, yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177, yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020, yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id 4c6a34aa-97d1-4639-ba1d-861785bad5aa",
"commands_executed": [
"yc-bench task assign --task-id 19c4ab56-9273-44af-950c-9aa22e805858 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 19c4ab56-9273-44af-950c-9aa22e805858 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02\"}",
"yc-bench task assign --task-id 9c384534-ab75-442d-8dac-15f01390cee4 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 9c384534-ab75-442d-8dac-15f01390cee4 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083\"}",
"yc-bench task assign --task-id 9c384534-ab75-442d-8dac-15f01390cee4 --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 9c3845",
"yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc\"}",
"yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e0ec1f7e-e7c3-4431-95a3-7578afde2177\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 8c1883",
"yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e0ec1f7e-e7c3-4431-95a3-7578afde2177\\\",\\n \\\"assigned_a",
"yc-bench task assign --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc --employee-id 4c6a34aa-97d1-4639-ba1d-861785bad5aa -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"assigned_a"
]
},
{
"turn": 4,
"timestamp": "2026-02-26T18:37:14.397392+00:00",
"user_input": "## Turn 4 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 3 tool call(s): yc-bench task dispatch --task-id 19c4ab56-9273-44af-950c-9aa22e805858, yc-bench task dispatch --task-id 9c384534-ab75-442d-8dac-15f01390cee4, yc-bench task dispatch --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc",
"commands_executed": [
"yc-bench task dispatch --task-id 19c4ab56-9273-44af-950c-9aa22e805858 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 19c4ab56-9273-44af-950c-9aa22e805858\"}",
"yc-bench task dispatch --task-id 9c384534-ab75-442d-8dac-15f01390cee4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 9c384534-ab75-442d-8dac-15f01390cee4\"}",
"yc-bench task dispatch --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 4\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 8c188367-cb4c-4f62-ad38-3891319bfacc\"}"
]
},
{
"turn": 5,
"timestamp": "2026-02-26T18:37:15.890878+00:00",
"user_input": "## Turn 5 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-07T17:17:03.212665\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_half_pro"
]
},
{
"turn": 6,
"timestamp": "2026-02-26T18:37:17.896931+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-01T09:00:00\n- new_sim_time: 2025-01-07T17:17:03.212665\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '8c188367-cb4c-4f62-ad38-3891319bfacc', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 2 tool call(s): yc-bench task list --status active, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 50.32,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONT",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-07T17:17:03.212665\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": "
]
},
{
"turn": 7,
"timestamp": "2026-02-26T18:37:18.989395+00:00",
"user_input": "## Turn 7 \u2014 Simulation State\n- **Current time**: 2025-01-07T17:17:03.212665\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-07T17:17:03.212665\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-10T13:51:16.586087\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 8,
"timestamp": "2026-02-26T18:37:21.054866+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-07T17:17:03.212665\n- new_sim_time: 2025-01-10T13:51:16.586087\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '19c4ab56-9273-44af-950c-9aa22e805858', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 2 tool call(s): yc-bench task list --status active, yc-bench market browse --required-prestige-lte 1",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 80.95,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": true\\n },\\n {\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTE",
"yc-bench market browse --required-prestige-lte 1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 6,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewar"
]
},
{
"turn": 9,
"timestamp": "2026-02-26T18:37:22.351704+00:00",
"user_input": "## Turn 9 \u2014 Simulation State\n- **Current time**: 2025-01-10T13:51:16.586087\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-10T13:51:16.586087\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-13T15:19:10.648147\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 10,
"timestamp": "2026-02-26T18:37:24.594940+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-10T13:51:16.586087\n- new_sim_time: 2025-01-13T15:19:10.648147\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '9c384534-ab75-442d-8dac-15f01390cee4', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench task list --status completed, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 93.08,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": true\\n },\\n {\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTE",
"yc-bench task list --status completed -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Invalid status: completed. Valid: ['market', 'planned', 'active', 'completed_success', 'completed_fail', 'cancelled']\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status completed\"}",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-13T15:19:10.648147\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": "
]
},
{
"turn": 11,
"timestamp": "2026-02-26T18:37:25.871274+00:00",
"user_input": "## Turn 11 \u2014 Simulation State\n- **Current time**: 2025-01-13T15:19:10.648147\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-13T15:19:10.648147\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-14T16:34:06.425330\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n },"
]
},
{
"turn": 12,
"timestamp": "2026-02-26T18:37:28.768114+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-13T15:19:10.648147\n- new_sim_time: 2025-01-14T16:34:06.425330\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '8c188367-cb4c-4f62-ad38-3891319bfacc', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '19c4ab56-9273-44af-950c-9aa22e805858', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task list --status completed_fail, yc-bench company status, yc-bench market browse --required-prestige-lte 1",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 91.02,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": true\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench task list --status completed_fail -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"progress_pct\\\": 100.0,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"8c188367-cb4c-4f62-ad38-3891319bfacc\\\",\\n \\\"title\\\": \\\"Create Customer-Facing AI Usage Analyt",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-14T16:34:06.425330\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\": ",
"yc-bench market browse --required-prestige-lte 1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 6,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewar"
]
},
{
"turn": 13,
"timestamp": "2026-02-26T18:37:32.640767+00:00",
"user_input": "## Turn 13 \u2014 Simulation State\n- **Current time**: 2025-01-14T16:34:06.425330\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task accept --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63, yc-bench task accept --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310, yc-bench task accept --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2",
"commands_executed": [
"yc-bench task accept --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-14T16:34:06.425330\\\",\\n \\\"deadline\\\": \\\"2025-02-03T16:34:06.425330\\\",\\n \\\"replacement_task_id\\\": \\\"2a4ecc21-97f4-45c6-a2b7-b3b3f4d65aa0\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63\"}",
"yc-bench task accept --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-14T16:34:06.425330\\\",\\n \\\"deadline\\\": \\\"2025-01-23T16:34:06.425330\\\",\\n \\\"replacement_task_id\\\": \\\"31e4f353-ad4d-40e4-ab86-fa16801791f5\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310\"}",
"yc-bench task accept --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-14T16:34:06.425330\\\",\\n \\\"deadline\\\": \\\"2025-02-03T16:34:06.425330\\\",\\n \\\"replacement_task_id\\\": \\\"ee0785e8-fb06-48aa-acbd-f107fc38733c\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2\"}"
]
},
{
"turn": 14,
"timestamp": "2026-02-26T18:37:35.291679+00:00",
"user_input": "## Turn 14 \u2014 Simulation State\n- **Current time**: 2025-01-14T16:34:06.425330\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 1\n- **Planned tasks**: 3\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench employee list, yc-bench task inspect --task-id 9c384534-ab75-442d-8dac-15f01390cee4",
"commands_executed": [
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 7,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench task inspect --task-id 9c384534-ab75-442d-8dac-15f01390cee4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"description\\\": \\\"Build a step-by-step setup wizard guiding enterprise customers through connecting data sources, configuring chunking, testing retrieval, and deploying their endpoint.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 7819609,\\n \\\"reward_prestige_delta\\\": 0.392,\\n \\\"s"
]
},
{
"turn": 15,
"timestamp": "2026-02-26T18:37:42.633289+00:00",
"user_input": "## Turn 15 \u2014 Simulation State\n- **Current time**: 2025-01-14T16:34:06.425330\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 1\n- **Planned tasks**: 3\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 6 tool call(s): yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02, yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc, yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020, yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177, yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 4c6a34aa-97d1-4639-ba1d-861785bad5aa, yc-bench task assign --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02",
"commands_executed": [
"yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02\"}",
"yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020\"}",
"yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e0ec1f7e-e7c3-4431-95a3-7578afde2177\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 4c6a34aa-97d1-4639-ba1d-861785bad5aa -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e0ec1f7e-e7c3-4431-95a3-7578afde2177\\\",\\n ",
"yc-bench task assign --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02\"}"
]
},
{
"turn": 16,
"timestamp": "2026-02-26T18:37:46.155887+00:00",
"user_input": "## Turn 16 \u2014 Simulation State\n- **Current time**: 2025-01-14T16:34:06.425330\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 1\n- **Planned tasks**: 3\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task dispatch --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310, yc-bench task dispatch --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63, yc-bench task dispatch --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2",
"commands_executed": [
"yc-bench task dispatch --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310\"}",
"yc-bench task dispatch --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63\"}",
"yc-bench task dispatch --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2\"}"
]
},
{
"turn": 17,
"timestamp": "2026-02-26T18:37:47.477000+00:00",
"user_input": "## Turn 17 \u2014 Simulation State\n- **Current time**: 2025-01-14T16:34:06.425330\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 4\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-14T16:34:06.425330\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-16T12:38:21.313751\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 18,
"timestamp": "2026-02-26T18:37:50.562031+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-14T16:34:06.425330\n- new_sim_time: 2025-01-16T12:38:21.313751\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '9c384534-ab75-442d-8dac-15f01390cee4', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench task list --status completed_fail, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-16T12:38:21.313751\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 5.92,\\n \\\"deadline\\\": \\\"2025-02-03T16:34:06.425330\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Ser",
"yc-bench task list --status completed_fail -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"progress_pct\\\": 100.0,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"9c384534-ab75-442d-8dac-15f01390cee4\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizar",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 7,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 19,
"timestamp": "2026-02-26T18:37:54.219090+00:00",
"user_input": "## Turn 19 \u2014 Simulation State\n- **Current time**: 2025-01-16T12:38:21.313751\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task assign --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083, yc-bench task assign --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9",
"commands_executed": [
"yc-bench task assign --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n \\\"assigned_at\\\": \\\"2025-01-16T12:38:21.313751\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --t",
"yc-bench task assign --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-01-16T12:38:21.313751\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n "
]
},
{
"turn": 20,
"timestamp": "2026-02-26T18:37:55.878083+00:00",
"user_input": "## Turn 20 \u2014 Simulation State\n- **Current time**: 2025-01-16T12:38:21.313751\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-16T12:38:21.313751\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-22T17:01:49.212840\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 21,
"timestamp": "2026-02-26T18:37:59.107918+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-16T12:38:21.313751\n- new_sim_time: 2025-01-22T17:01:49.212840\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '6c08b390-641c-4daa-b5be-3c110ca6d310', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 44.22,\\n \\\"deadline\\\": \\\"2025-02-03T16:34:06.425330\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Se",
"yc-bench task inspect --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-104]\\\",\\n \\\"description\\\": \\\"Set up zero-downtime model swaps for a vLLM serving cluster with automated rollback triggered by latency and error-rate thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3078004,\\n \\\"reward_prestige_delta\\\": 0.371,\\n \\\"skill_boost_pct\\\": 0.1295,\\n ",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-22T17:01:49.212840\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": "
]
},
{
"turn": 22,
"timestamp": "2026-02-26T18:38:05.522533+00:00",
"user_input": "## Turn 22 \u2014 Simulation State\n- **Current time**: 2025-01-22T17:01:49.212840\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 5 tool call(s): yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020, yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 4c6a34aa-97d1-4639-ba1d-861785bad5aa, yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9, yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083, yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177",
"commands_executed": [
"yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T17:01:49.212840\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n ",
"yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 4c6a34aa-97d1-4639-ba1d-861785bad5aa -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T17:01:49.212840\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n ",
"yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T17:01:49.212840\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T17:01:49.212840\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n ",
"yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T17:01:49.212840\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T17:01:49.212840\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n ",
"yc-bench task assign --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T17:01:49.212840\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T17:01:49.212840\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n "
]
},
{
"turn": 23,
"timestamp": "2026-02-26T18:38:07.338950+00:00",
"user_input": "## Turn 23 \u2014 Simulation State\n- **Current time**: 2025-01-22T17:01:49.212840\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-22T17:01:49.212840\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-24T13:06:13.989920\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 24,
"timestamp": "2026-02-26T18:38:11.820062+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-22T17:01:49.212840\n- new_sim_time: 2025-01-24T13:06:13.989920\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '81130ff7-f34b-42c3-bce9-b42ce8e960c2', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310, yc-bench task inspect --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2, yc-bench task inspect --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 54.93,\\n \\\"deadline\\\": \\\"2025-02-03T16:34:06.425330\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Se",
"yc-bench task inspect --task-id 6c08b390-641c-4daa-b5be-3c110ca6d310 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-104]\\\",\\n \\\"description\\\": \\\"Set up zero-downtime model swaps for a vLLM serving cluster with automated rollback triggered by latency and error-rate thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3078004,\\n \\\"reward_prestige_delta\\\": 0.371,\\n \\\"skill_boost_pct\\\": 0.1295,\\n ",
"yc-bench task inspect --task-id 81130ff7-f34b-42c3-bce9-b42ce8e960c2 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"description\\\": \\\"Implement a scheduler for a shared GPU cluster enforcing per-team quotas, priority queuing, preemption policies, and utilization-based chargeback.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4415175,\\n \\\"reward_prestige_delta\\\": 0.633,\\n \\\"skill_boo",
"yc-bench task inspect --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6119693,\\n \\\"reward_prestige_delta\\\": 1.282,\\n \\\"s"
]
},
{
"turn": 25,
"timestamp": "2026-02-26T18:38:13.647381+00:00",
"user_input": "## Turn 25 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:06:13.989920\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-24T13:06:13.989920\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-24T17:29:10.049640\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 26,
"timestamp": "2026-02-26T18:38:16.704535+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-24T13:06:13.989920\n- new_sim_time: 2025-01-24T17:29:10.049640\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '85a74752-8efc-4a41-a08c-604be4f5ba63', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 2 tool call(s): yc-bench task list --status active, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 56.73,\\n \\\"deadline\\\": \\\"2025-02-03T16:34:06.425330\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Se",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-24T17:29:10.049640\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": "
]
},
{
"turn": 27,
"timestamp": "2026-02-26T18:38:18.582321+00:00",
"user_input": "## Turn 27 \u2014 Simulation State\n- **Current time**: 2025-01-24T17:29:10.049640\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-24T17:29:10.049640\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-28T15:20:26.938857\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 28,
"timestamp": "2026-02-26T18:38:21.937780+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-24T17:29:10.049640\n- new_sim_time: 2025-01-28T15:20:26.938857\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '6c08b390-641c-4daa-b5be-3c110ca6d310', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task list --status completed_fail, yc-bench employee list, yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 68.18,\\n \\\"deadline\\\": \\\"2025-02-03T16:34:06.425330\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Se",
"yc-bench task list --status completed_fail -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 4,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-104]\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"progress_pct\\\": 100.0,\\n \\\"deadline\\\": \\\"2025-01-23T16:34:06.425330\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"19c4ab56-9273-44af-950c-9aa22e805858\\\",\\n \\\"title\\\": \\\"Deploy Observability Stac",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 7,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 3,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 326"
]
},
{
"turn": 29,
"timestamp": "2026-02-26T18:38:24.013718+00:00",
"user_input": "## Turn 29 \u2014 Simulation State\n- **Current time**: 2025-01-28T15:20:26.938857\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench task accept --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c",
"commands_executed": [
"yc-bench task accept --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-28T15:20:26.938857\\\",\\n \\\"deadline\\\": \\\"2025-02-06T15:20:26.938857\\\",\\n \\\"replacement_task_id\\\": \\\"79e51579-f416-446c-982d-09071eadab67\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c\"}"
]
},
{
"turn": 30,
"timestamp": "2026-02-26T18:38:27.323824+00:00",
"user_input": "## Turn 30 \u2014 Simulation State\n- **Current time**: 2025-01-28T15:20:26.938857\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 1\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc, yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02",
"commands_executed": [
"yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"assigned_at\\\": \\\"2025-01-28T15:20:26.938857\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc\"}",
"yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-28T15:20:26.938857\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"assigned_at\\\": \\\"2025-01-28T15:20:26.938857\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
]
},
{
"turn": 31,
"timestamp": "2026-02-26T18:38:29.441087+00:00",
"user_input": "## Turn 31 \u2014 Simulation State\n- **Current time**: 2025-01-28T15:20:26.938857\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 1\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench task dispatch --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c",
"commands_executed": [
"yc-bench task dispatch --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c\"}"
]
},
{
"turn": 32,
"timestamp": "2026-02-26T18:38:32.355497+00:00",
"user_input": "## Turn 32 \u2014 Simulation State\n- **Current time**: 2025-01-28T15:20:26.938857\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~6.6 months\n- **Employees**: 7\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-28T15:20:26.938857\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-10T16:48:39.578025\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 1,\\n \\\"balance_delta\\\": -3803890,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\"
]
},
{
"turn": 33,
"timestamp": "2026-02-26T18:38:38.887510+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-28T15:20:26.938857\n- new_sim_time: 2025-02-10T16:48:39.578025\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 1\n- balance_delta: -3803890\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '81130ff7-f34b-42c3-bce9-b42ce8e960c2', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': '21a532e5-ac03-4dbf-9ade-232b5448851c', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench task list --status completed_fail, yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 21196110,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-10T16:48:39.578025\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget Alerts [SYSTEM-27]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 61.62,\\n \\\"deadline\\\": \\\"2025-02-06T15:20:26.938857\\\",\\n \\\"at_risk\\\": true\\n },\\n {\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for ",
"yc-bench task list --status completed_fail -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"81130ff7-f34b-42c3-bce9-b42ce8e960c2\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"progress_pct\\\": 100.0,\\n \\\"deadline\\\": \\\"2025-02-03T16:34:06.425330\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"6c08b390-641c-4daa-b5be-3c110ca6d310\\\",\\n \\\"title\\\": \\\"Implement Blue-Green",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 2,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 326"
]
},
{
"turn": 34,
"timestamp": "2026-02-26T18:38:42.654997+00:00",
"user_input": "## Turn 34 \u2014 Simulation State\n- **Current time**: 2025-02-10T16:48:39.578025\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63, yc-bench task inspect --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c, yc-bench employee list",
"commands_executed": [
"yc-bench task inspect --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6119693,\\n \\\"reward_prestige_delta\\\": 1.282,\\n \\\"s",
"yc-bench task inspect --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget Alerts [SYSTEM-27]\\\",\\n \\\"description\\\": \\\"Integrate cloud billing APIs with a dashboard showing per-team GPU spend, cost-per-inference breakdowns, and automated alerts when daily spend exceeds thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 2472265,\\n \\\"reward_prestige_delta\\\": 0.477,\\n \\\"sk",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 7,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 35,
"timestamp": "2026-02-26T18:38:48.146796+00:00",
"user_input": "## Turn 35 \u2014 Simulation State\n- **Current time**: 2025-02-10T16:48:39.578025\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 4 tool call(s): yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083, yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9, yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id 875d654f-1caf-442b-bfae-550ff52a2083, yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9",
"commands_executed": [
"yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 875d654f-1caf-442b-bfae-550ff52a2083 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n ",
"yc-bench task assign --task-id 85a74752-8efc-4a41-a08c-604be4f5ba63 --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T16:48:39.578025\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-01-14T16:34:06.425330\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n ",
"yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id 875d654f-1caf-442b-bfae-550ff52a2083 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-28T15:20:26.938857\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T16:48:39.578025\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n ",
"yc-bench task assign --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T16:48:39.578025\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-01-28T15:20:26.938857\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n "
]
},
{
"turn": 36,
"timestamp": "2026-02-26T18:38:50.265745+00:00",
"user_input": "## Turn 36 \u2014 Simulation State\n- **Current time**: 2025-02-10T16:48:39.578025\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-10T16:48:39.578025\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-12T17:05:11.120385\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"85a74752-8efc-4a41-a08c-604be4f5ba63\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 37,
"timestamp": "2026-02-26T18:38:53.944878+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-10T16:48:39.578025\n- new_sim_time: 2025-02-12T17:05:11.120385\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '85a74752-8efc-4a41-a08c-604be4f5ba63', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench task inspect --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c, yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 21196110,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-12T17:05:11.120385\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget Alerts [SYSTEM-27]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 87.38,\\n \\\"deadline\\\": \\\"2025-02-06T15:20:26.938857\\\",\\n \\\"at_risk\\\": true\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench task inspect --task-id 21a532e5-ac03-4dbf-9ade-232b5448851c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget Alerts [SYSTEM-27]\\\",\\n \\\"description\\\": \\\"Integrate cloud billing APIs with a dashboard showing per-team GPU spend, cost-per-inference breakdowns, and automated alerts when daily spend exceeds thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 2472265,\\n \\\"reward_prestige_delta\\\": 0.477,\\n \\\"sk",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 2,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 326"
]
},
{
"turn": 38,
"timestamp": "2026-02-26T18:38:55.905928+00:00",
"user_input": "## Turn 38 \u2014 Simulation State\n- **Current time**: 2025-02-12T17:05:11.120385\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-12T17:05:11.120385\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-14T11:08:06.445795\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"21a532e5-ac03-4dbf-9ade-232b5448851c\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 39,
"timestamp": "2026-02-26T18:39:00.193708+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-12T17:05:11.120385\n- new_sim_time: 2025-02-14T11:08:06.445795\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '21a532e5-ac03-4dbf-9ade-232b5448851c', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench market browse --required-prestige-lte 1 --limit 50, yc-bench finance ledger --from 01/01/2025 --to 02/14/2025",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 21196110,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-14T11:08:06.445795\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 0,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 2,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 326",
"yc-bench finance ledger --from 01/01/2025 --to 02/14/2025 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 7,\\n \\\"total_amount_cents\\\": -3803890,\\n \\\"entries\\\": [\\n {\\n \\\"id\\\": \\\"6cffbf2f-92ec-49ea-b975-7770ea096e3c\\\",\\n \\\"occurred_at\\\": \\\"2025-02-03T09:00:00\\\",\\n \\\"category\\\": \\\"monthly_payroll\\\",\\n \\\"amount_cents\\\": -256392,\\n \\\"ref_type\\\": \\\"employee\\\",\\n \\\"ref_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\"\\n },\\n {\\n \\\"id\\\": \\\"902ae937-1f84-437e-969e-c36d6b198bcc\\\",\\n \\\"occurred_at\\\": \\\"2025"
]
},
{
"turn": 40,
"timestamp": "2026-02-26T18:39:02.946876+00:00",
"user_input": "## Turn 40 \u2014 Simulation State\n- **Current time**: 2025-02-14T11:08:06.445795\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 58253f3a-cddf-488d-9b95-d08df3117571, yc-bench task accept --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c",
"commands_executed": [
"yc-bench task accept --task-id 58253f3a-cddf-488d-9b95-d08df3117571 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-14T11:08:06.445795\\\",\\n \\\"deadline\\\": \\\"2025-02-27T11:08:06.445795\\\",\\n \\\"replacement_task_id\\\": \\\"3848e154-7b1f-489c-af33-c6aa8a12e6a4\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 58253f3a-cddf-488d-9b95-d08df3117571\"}",
"yc-bench task accept --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-14T11:08:06.445795\\\",\\n \\\"deadline\\\": \\\"2025-02-26T11:08:06.445795\\\",\\n \\\"replacement_task_id\\\": \\\"8cefe4ff-0362-46ec-8c9e-29e4dad35dc7\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c\"}"
]
},
{
"turn": 41,
"timestamp": "2026-02-26T18:39:06.683331+00:00",
"user_input": "## Turn 41 \u2014 Simulation State\n- **Current time**: 2025-02-14T11:08:06.445795\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 3 tool call(s): yc-bench employee list, yc-bench task inspect --task-id 58253f3a-cddf-488d-9b95-d08df3117571, yc-bench task inspect --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c",
"commands_executed": [
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 7,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench task inspect --task-id 58253f3a-cddf-488d-9b95-d08df3117571 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3173124,\\n \\\"reward_prestige_delta\\\": 0.364,\\n \\\"skill_bo",
"yc-bench task inspect --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3260712,\\n \\\"reward_prestige_delta\\\": 0.215,\\n \\\"skill_boost_pct\\\": 0"
]
},
{
"turn": 42,
"timestamp": "2026-02-26T18:39:17.088643+00:00",
"user_input": "## Turn 42 \u2014 Simulation State\n- **Current time**: 2025-02-14T11:08:06.445795\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 7 tool call(s): yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02, yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id 875d654f-1caf-442b-bfae-550ff52a2083, yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9, yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc, yc-bench task assign --task-id 58253f3a-cddf-488d-9b95-d08df3117571 --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177, yc-bench task assign --task-id 58253f3a-cddf-488d-9b95-d08df3117571 --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020, yc-bench task assign --task-id 58253f3a-cddf-488d-9b95-d08df3117571 --employee-id 4c6a34aa-97d1-4639-ba1d-861785bad5aa",
"commands_executed": [
"yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id 52c4478a-5ea2-4823-885c-b978cc65ad02\"}",
"yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id 875d654f-1caf-442b-bfae-550ff52a2083 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id 1850df7c-bb92-4c8a-96bf-5b1861366ff9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n ",
"yc-bench task assign --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c --employee-id dd0ff60e-52cd-4a96-957c-f56d635a80dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1850df7c-bb92-4c8a-96bf-5b1861366ff9\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"52c4478a-5ea2-4823-885c-b978cc65ad02\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"875d654f-1caf-442b-bfae-550ff52a2083\\\",\\n ",
"yc-bench task assign --task-id 58253f3a-cddf-488d-9b95-d08df3117571 --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e0ec1f7e-e7c3-4431-95a3-7578afde2177\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 58253f3a-cddf-488d-9b95-d08df3117571 --employee-id e0ec1f7e-e7c3-4431-95a3-7578afde2177\"}",
"yc-bench task assign --task-id 58253f3a-cddf-488d-9b95-d08df3117571 --employee-id 82de8d7c-2262-4831-aa8a-c2ef90137020 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e0ec1f7e-e7c3-4431-95a3-7578afde2177\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 58253f3a-cddf-488d-9b95-d08df3117571 --employee-id 4c6a34aa-97d1-4639-ba1d-861785bad5aa -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"4c6a34aa-97d1-4639-ba1d-861785bad5aa\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"82de8d7c-2262-4831-aa8a-c2ef90137020\\\",\\n \\\"assigned_at\\\": \\\"2025-02-14T11:08:06.445795\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e0ec1f7e-e7c3-4431-95a3-7578afde2177\\\",\\n "
]
},
{
"turn": 43,
"timestamp": "2026-02-26T18:39:20.263479+00:00",
"user_input": "## Turn 43 \u2014 Simulation State\n- **Current time**: 2025-02-14T11:08:06.445795\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 2 tool call(s): yc-bench task dispatch --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c, yc-bench task dispatch --task-id 58253f3a-cddf-488d-9b95-d08df3117571",
"commands_executed": [
"yc-bench task dispatch --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 4\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c\"}",
"yc-bench task dispatch --task-id 58253f3a-cddf-488d-9b95-d08df3117571 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 58253f3a-cddf-488d-9b95-d08df3117571\"}"
]
},
{
"turn": 44,
"timestamp": "2026-02-26T18:39:22.382574+00:00",
"user_input": "## Turn 44 \u2014 Simulation State\n- **Current time**: 2025-02-14T11:08:06.445795\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-14T11:08:06.445795\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-24T12:10:49.114131\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 45,
"timestamp": "2026-02-26T18:39:26.469298+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-14T11:08:06.445795\n- new_sim_time: 2025-02-24T12:10:49.114131\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '8cee7312-daed-4af8-a1b5-5cef373fea8c', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c, yc-bench task inspect --task-id 58253f3a-cddf-488d-9b95-d08df3117571, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 82.7,\\n \\\"deadline\\\": \\\"2025-02-26T11:08:06.445795\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SY",
"yc-bench task inspect --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3260712,\\n \\\"reward_prestige_delta\\\": 0.215,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench task inspect --task-id 58253f3a-cddf-488d-9b95-d08df3117571 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3173124,\\n \\\"reward_prestige_delta\\\": 0.364,\\n \\\"skill_boo",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 21196110,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-24T12:10:49.114131\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\": "
]
},
{
"turn": 46,
"timestamp": "2026-02-26T18:39:28.089676+00:00",
"user_input": "## Turn 46 \u2014 Simulation State\n- **Current time**: 2025-02-24T12:10:49.114131\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-24T12:10:49.114131\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-24T13:29:33.664284\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 47,
"timestamp": "2026-02-26T18:39:31.938227+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-24T12:10:49.114131\n- new_sim_time: 2025-02-24T13:29:33.664284\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '58253f3a-cddf-488d-9b95-d08df3117571', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c, yc-bench task inspect --task-id 58253f3a-cddf-488d-9b95-d08df3117571",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 83.89,\\n \\\"deadline\\\": \\\"2025-02-26T11:08:06.445795\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [S",
"yc-bench task inspect --task-id 8cee7312-daed-4af8-a1b5-5cef373fea8c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3260712,\\n \\\"reward_prestige_delta\\\": 0.215,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench task inspect --task-id 58253f3a-cddf-488d-9b95-d08df3117571 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3173124,\\n \\\"reward_prestige_delta\\\": 0.364,\\n \\\"skill_boo"
]
},
{
"turn": 48,
"timestamp": "2026-02-26T18:39:34.101989+00:00",
"user_input": "## Turn 48 \u2014 Simulation State\n- **Current time**: 2025-02-24T13:29:33.664284\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $211,961.10 (21196110 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~5.6 months\n- **Employees**: 7\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-24T13:29:33.664284\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-04T13:13:31.782468\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 1,\\n \\\"balance_delta\\\": -3803890,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\"
]
},
{
"turn": 49,
"timestamp": "2026-02-26T18:39:38.438025+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-24T13:29:33.664284\n- new_sim_time: 2025-03-04T13:13:31.782468\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 1\n- balance_delta: -3803890\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '8cee7312-daed-4af8-a1b5-5cef373fea8c', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '58253f3a-cddf-488d-9b95-d08df3117571', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 1 --limit 50, yc-bench employee list, yc-bench task list --status completed_fail",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 17392220,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-04T13:13:31.782468\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\": ",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50\"}",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 7,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"dd0ff60e-52cd-4a96-957c-f56d635a80dc\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench task list --status completed_fail -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 9,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"8cee7312-daed-4af8-a1b5-5cef373fea8c\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"progress_pct\\\": 100.0,\\n \\\"deadline\\\": \\\"2025-02-26T11:08:06.445795\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"58253f3a-cddf-488d-9b95-d08df3117571\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Work"
]
},
{
"turn": 50,
"timestamp": "2026-02-26T18:39:40.783036+00:00",
"user_input": "## Turn 50 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --limit 50",
"commands_executed": [
"yc-bench market browse --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 200,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"a868cf62-afa4-4a4a-af70-659171a10bc0\\\",\\n \\\"title\\\": \\\"Deploy Edge Inference for Real-Time Video Analytics [HARDWARE-107]\\\",\\n \\\"description\\\": \\\"Set up an NVIDIA Jetson-based inference node running YOLO and a lightweight LLM for on-premises real-time camera analysis with local data processing.\\\",\\n \\\"required_prestige\\\": 6,\\n \\\"reward_"
]
},
{
"turn": 51,
"timestamp": "2026-02-26T18:39:44.122226+00:00",
"user_input": "## Turn 51 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 8101b665-02b2-4107-a574-4baf6517a7dc, yc-bench task accept --task-id c7120753-7091-4ebe-b5e3-d5f4573a8e04",
"commands_executed": [
"yc-bench task accept --task-id 8101b665-02b2-4107-a574-4baf6517a7dc -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (3).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 8101b665-02b2-4107-a574-4baf6517a7dc\"}",
"yc-bench task accept --task-id c7120753-7091-4ebe-b5e3-d5f4573a8e04 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (3).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id c7120753-7091-4ebe-b5e3-d5f4573a8e04\"}"
]
},
{
"turn": 52,
"timestamp": "2026-02-26T18:39:46.202203+00:00",
"user_input": "## Turn 52 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50\"}"
]
},
{
"turn": 53,
"timestamp": "2026-02-26T18:39:48.555923+00:00",
"user_input": "## Turn 53 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 2 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 2 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 31,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"bee88b1a-c385-4397-ad30-be40737dc1cd\\\",\\n \\\"title\\\": \\\"Build Multi-GPU Training Infra with DeepSpeed [TRAINING-40]\\\",\\n \\\"description\\\": \\\"Set up distributed training using DeepSpeed ZeRO Stage 3 across an 8-node GPU cluster with checkpoint sharding and fault-tolerant resumption.\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 1"
]
},
{
"turn": 54,
"timestamp": "2026-02-26T18:39:52.352262+00:00",
"user_input": "## Turn 54 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id b17e7ab0-6cf8-4595-b843-621620bc6a52, yc-bench task accept --task-id 4fba5301-215f-42b8-b04e-6aa52662202d",
"commands_executed": [
"yc-bench task accept --task-id b17e7ab0-6cf8-4595-b843-621620bc6a52 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id b17e7ab0-6cf8-4595-b843-621620bc6a52\"}",
"yc-bench task accept --task-id 4fba5301-215f-42b8-b04e-6aa52662202d -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 4fba5301-215f-42b8-b04e-6aa52662202d\"}"
]
},
{
"turn": 55,
"timestamp": "2026-02-26T18:39:55.381194+00:00",
"user_input": "## Turn 55 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench company status",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"231ec6ea-6154-4b7d-9e2a-6ea7a6d83f5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 17392220,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-04T13:13:31.782468\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\": "
]
},
{
"turn": 56,
"timestamp": "2026-02-26T18:39:58.004964+00:00",
"user_input": "## Turn 56 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0\"}"
]
},
{
"turn": 57,
"timestamp": "2026-02-26T18:40:01.915009+00:00",
"user_input": "## Turn 57 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 50,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 50\"}"
]
},
{
"turn": 58,
"timestamp": "2026-02-26T18:40:03.860124+00:00",
"user_input": "## Turn 58 \u2014 Simulation State\n- **Current time**: 2025-03-04T13:13:31.782468\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $173,922.20 (17392220 cents)\n- **Monthly payroll**: $38,038.90\n- **Runway**: ~4.6 months\n- **Employees**: 7\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-04T13:13:31.782468\\\",\\n \\\"new_sim_time\\\": \\\"2025-08-01T09:00:00\\\",\\n \\\"events_processed\\\": 0,\\n \\\"payrolls_applied\\\": 5,\\n \\\"balance_delta\\\": -19019450,\\n \\\"bankrupt\\\": true,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"horizon_end\\\",\\n \\\"terminal_reason\\\": \\\"bankruptcy\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench sim resume\"}"
]
}
]
}

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{
"session_id": "run-1-openai/gpt-5.2",
"model": "openai/gpt-5.2",
"seed": 1,
"horizon_years": 1,
"turns_completed": 77,
"terminal": true,
"terminal_reason": "horizon_end",
"terminal_detail": "horizon_end",
"total_cost_usd": 3.991561,
"started_at": "2026-02-26T18:36:57.916334+00:00",
"ended_at": "2026-02-26T18:42:28.996972+00:00",
"transcript": [
{
"turn": 1,
"timestamp": "2026-02-26T18:37:01.383921+00:00",
"user_input": "## Simulation Start \u2014 Take Immediate Action\n- current_time: 2025-01-01T09:00:00\n- horizon_end: 2026-01-01T09:00:00\n- funds: $250,000.00\n- monthly_payroll: $31,864.17\n- runway: ~7.8 months\n- employees: 5\n- active_tasks: 0\n- planned_tasks: 0\n\n**Your immediate priority**: generate revenue before payroll drains your runway.\nYou MUST complete these steps now (multiple commands per turn are fine):\n1. `yc-bench market browse --required-prestige-lte 1` \u2014 find tasks you can accept\n2. `yc-bench task accept --task-id <UUID>` \u2014 accept 2-3 suitable tasks\n3. `yc-bench employee list` \u2014 get employee IDs\n4. `yc-bench task assign --task-id <UUID> --employee-id <UUID>` \u2014 assign employees\n5. `yc-bench task dispatch --task-id <UUID>` \u2014 start work on each assigned task\n6. `yc-bench sim resume` \u2014 advance time to collect the first task completion event\n\nDo not spend multiple turns just browsing. Accept and dispatch tasks immediately.",
"agent_output": "Executed 2 tool call(s): yc-bench market browse --required-prestige-lte 1, yc-bench employee list",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 12,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"description\\\": \\\"Build a step-by-step setup wizard guiding enterprise customers through connecting data sources, configuring chunking, testing retrieval, and deploying their endpoint.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewa",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 2,
"timestamp": "2026-02-26T18:37:05.394039+00:00",
"user_input": "## Turn 2 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 3 tool call(s): yc-bench task accept --task-id 8521b467-5011-4acd-8dce-210cbd537698, yc-bench task accept --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5, yc-bench task accept --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f",
"commands_executed": [
"yc-bench task accept --task-id 8521b467-5011-4acd-8dce-210cbd537698 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8521b467-5011-4acd-8dce-210cbd537698\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"e6c66768-5b7c-4fce-b558-5609218fa5a5\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 8521b467-5011-4acd-8dce-210cbd537698\"}",
"yc-bench task accept --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5\"}",
"yc-bench task accept --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"305f2055-58dc-420f-a525-28629dc709a0\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\"}"
]
},
{
"turn": 3,
"timestamp": "2026-02-26T18:37:11.445113+00:00",
"user_input": "## Turn 3 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 5 tool call(s): yc-bench task assign --task-id 8521b467-5011-4acd-8dce-210cbd537698 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 8521b467-5011-4acd-8dce-210cbd537698 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task assign --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e",
"commands_executed": [
"yc-bench task assign --task-id 8521b467-5011-4acd-8dce-210cbd537698 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8521b467-5011-4acd-8dce-210cbd537698\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 8521b467-5011-4acd-8dce-210cbd537698 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0\"}",
"yc-bench task assign --task-id 8521b467-5011-4acd-8dce-210cbd537698 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8521b467-5011-4acd-8dce-210cbd537698\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 8521b4",
"yc-bench task assign --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\"}",
"yc-bench task assign --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 7795bc",
"yc-bench task assign --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e\"}"
]
},
{
"turn": 4,
"timestamp": "2026-02-26T18:37:15.560174+00:00",
"user_input": "## Turn 4 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 3 tool call(s): yc-bench task dispatch --task-id 8521b467-5011-4acd-8dce-210cbd537698, yc-bench task dispatch --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5, yc-bench task dispatch --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f",
"commands_executed": [
"yc-bench task dispatch --task-id 8521b467-5011-4acd-8dce-210cbd537698 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"8521b467-5011-4acd-8dce-210cbd537698\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 8521b467-5011-4acd-8dce-210cbd537698\"}",
"yc-bench task dispatch --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5\"}",
"yc-bench task dispatch --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\"}"
]
},
{
"turn": 5,
"timestamp": "2026-02-26T18:37:17.099749+00:00",
"user_input": "## Turn 5 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-06T16:28:54.096333\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"8521b467-5011-4acd-8dce-210cbd537698\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_half_pro"
]
},
{
"turn": 6,
"timestamp": "2026-02-26T18:37:18.806838+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-01T09:00:00\n- new_sim_time: 2025-01-06T16:28:54.096333\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '8521b467-5011-4acd-8dce-210cbd537698', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 2 tool call(s): yc-bench company status, yc-bench task list --status active",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-06T16:28:54.096333\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 44.37,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"title\\\": \\\"Research KV-Cache Compression Techniques [RESEA"
]
},
{
"turn": 7,
"timestamp": "2026-02-26T18:37:20.143453+00:00",
"user_input": "## Turn 7 \u2014 Simulation State\n- **Current time**: 2025-01-06T16:28:54.096333\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-06T16:28:54.096333\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-09T14:08:10.625000\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 8,
"timestamp": "2026-02-26T18:37:21.900123+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-06T16:28:54.096333\n- new_sim_time: 2025-01-09T14:08:10.625000\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '7795bcdd-c7fe-4233-aa5b-31f4338e9be5', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 2 tool call(s): yc-bench task list --status active, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 80.44,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"title\\\": \\\"Research KV-Cache Compression Techniques [RESEA",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-09T14:08:10.625000\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": "
]
},
{
"turn": 9,
"timestamp": "2026-02-26T18:37:23.027043+00:00",
"user_input": "## Turn 9 \u2014 Simulation State\n- **Current time**: 2025-01-09T14:08:10.625000\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-09T14:08:10.625000\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-10T14:57:48.192665\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"8521b467-5011-4acd-8dce-210cbd537698\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n },"
]
},
{
"turn": 10,
"timestamp": "2026-02-26T18:37:26.838070+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-09T14:08:10.625000\n- new_sim_time: 2025-01-10T14:57:48.192665\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '8521b467-5011-4acd-8dce-210cbd537698', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': '5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task list --status completed, yc-bench company status, yc-bench market browse --required-prestige-lte 1 --limit 10",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 93.82,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": true\\n },\\n {\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"title\\\": \\\"Research KV-Cache Compression Techniques [RESEAR",
"yc-bench task list --status completed -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Invalid status: completed. Valid: ['market', 'planned', 'active', 'completed_success', 'completed_fail', 'cancelled']\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status completed\"}",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-10T14:57:48.192665\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\": ",
"yc-bench market browse --required-prestige-lte 1 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 9,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewar"
]
},
{
"turn": 11,
"timestamp": "2026-02-26T18:37:29.125318+00:00",
"user_input": "## Turn 11 \u2014 Simulation State\n- **Current time**: 2025-01-10T14:57:48.192665\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task inspect --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5, yc-bench task inspect --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f",
"commands_executed": [
"yc-bench task inspect --task-id 7795bcdd-c7fe-4233-aa5b-31f4338e9be5 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"description\\\": \\\"Build a step-by-step setup wizard guiding enterprise customers through connecting data sources, configuring chunking, testing retrieval, and deploying their endpoint.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 7819609,\\n \\\"reward_prestige_delta\\\": 0.392,\\n \\\"s",
"yc-bench task inspect --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"title\\\": \\\"Research KV-Cache Compression Techniques [RESEARCH-125]\\\",\\n \\\"description\\\": \\\"Prototype and benchmark KV-cache eviction and quantization strategies for long-running conversational agents under fixed memory budgets.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3669287,\\n \\\"reward_prestige_delta\\\": 1.09,\\n \\\"skill_boost_pct\\\": 0.1668,\\n "
]
},
{
"turn": 12,
"timestamp": "2026-02-26T18:37:32.762286+00:00",
"user_input": "## Turn 12 \u2014 Simulation State\n- **Current time**: 2025-01-10T14:57:48.192665\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task assign --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T14:57:48.192665\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id ",
"yc-bench task assign --task-id 5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T14:57:48.192665\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assi",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-10T14:57:48.192665\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-13T13:16:21.263578\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 13,
"timestamp": "2026-02-26T18:37:36.794537+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-10T14:57:48.192665\n- new_sim_time: 2025-01-13T13:16:21.263578\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '7795bcdd-c7fe-4233-aa5b-31f4338e9be5', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench task list --status completed_fail, yc-bench market browse --required-prestige-lte 1 --limit 5",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-13T13:16:21.263578\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"title\\\": \\\"Research KV-Cache Compression Techniques [RESEARCH-125]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 70.7,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": true\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench task list --status completed_fail -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7795bcdd-c7fe-4233-aa5b-31f4338e9be5\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"progress_pct\\\": 100.0,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"8521b467-5011-4acd-8dce-210cbd537698\\\",\\n \\\"title\\\": \\\"Build Data Quality Monitoring for Featu",
"yc-bench market browse --required-prestige-lte 1 --limit 5 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 9,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 5,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward"
]
},
{
"turn": 14,
"timestamp": "2026-02-26T18:37:39.231173+00:00",
"user_input": "## Turn 14 \u2014 Simulation State\n- **Current time**: 2025-01-13T13:16:21.263578\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 20015c55-74d7-4585-b369-85e8eb46291f, yc-bench task accept --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c",
"commands_executed": [
"yc-bench task accept --task-id 20015c55-74d7-4585-b369-85e8eb46291f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-13T13:16:21.263578\\\",\\n \\\"deadline\\\": \\\"2025-01-22T13:16:21.263578\\\",\\n \\\"replacement_task_id\\\": \\\"750630e3-0322-4de4-97e2-daa5be9f6bdf\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 20015c55-74d7-4585-b369-85e8eb46291f\"}",
"yc-bench task accept --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-13T13:16:21.263578\\\",\\n \\\"deadline\\\": \\\"2025-01-22T13:16:21.263578\\\",\\n \\\"replacement_task_id\\\": \\\"f0746299-e346-4174-9599-364ffd3d714e\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c\"}"
]
},
{
"turn": 15,
"timestamp": "2026-02-26T18:37:45.739031+00:00",
"user_input": "## Turn 15 \u2014 Simulation State\n- **Current time**: 2025-01-13T13:16:21.263578\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 5 tool call(s): yc-bench task assign --task-id 20015c55-74d7-4585-b369-85e8eb46291f --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 20015c55-74d7-4585-b369-85e8eb46291f --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id 20015c55-74d7-4585-b369-85e8eb46291f --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e",
"commands_executed": [
"yc-bench task assign --task-id 20015c55-74d7-4585-b369-85e8eb46291f --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 20015c55-74d7-4585-b369-85e8eb46291f --employee-id ca62a311-fa32-43ef-b205-c511b27442b0\"}",
"yc-bench task assign --task-id 20015c55-74d7-4585-b369-85e8eb46291f --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 20015c55-74d7-4585-b369-85e8eb46291f --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n ",
"yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\"}",
"yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
]
},
{
"turn": 16,
"timestamp": "2026-02-26T18:37:48.790599+00:00",
"user_input": "## Turn 16 \u2014 Simulation State\n- **Current time**: 2025-01-13T13:16:21.263578\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task dispatch --task-id 20015c55-74d7-4585-b369-85e8eb46291f, yc-bench task dispatch --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c, yc-bench sim resume",
"commands_executed": [
"yc-bench task dispatch --task-id 20015c55-74d7-4585-b369-85e8eb46291f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 20015c55-74d7-4585-b369-85e8eb46291f\"}",
"yc-bench task dispatch --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-13T13:16:21.263578\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-20T15:07:36.230973\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 17,
"timestamp": "2026-02-26T18:37:52.956363+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-13T13:16:21.263578\n- new_sim_time: 2025-01-20T15:07:36.230973\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '20015c55-74d7-4585-b369-85e8eb46291f', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench company status, yc-bench employee list",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 45.37,\\n \\\"deadline\\\": \\\"2025-01-22T13:16:21.263578\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare ",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-20T15:07:36.230973\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": ",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 18,
"timestamp": "2026-02-26T18:37:54.232032+00:00",
"user_input": "## Turn 18 \u2014 Simulation State\n- **Current time**: 2025-01-20T15:07:36.230973\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-20T15:07:36.230973\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-20T16:22:03.014033\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 19,
"timestamp": "2026-02-26T18:37:57.272424+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-20T15:07:36.230973\n- new_sim_time: 2025-01-20T16:22:03.014033\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '5f1cb03d-f1ac-4a0b-a0f6-5c8d9fdc641f', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench market browse --required-prestige-lte 1 --limit 10",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-20T16:22:03.014033\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 46.11,\\n \\\"deadline\\\": \\\"2025-01-22T13:16:21.263578\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare ",
"yc-bench market browse --required-prestige-lte 1 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 7,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewar"
]
},
{
"turn": 20,
"timestamp": "2026-02-26T18:37:59.038032+00:00",
"user_input": "## Turn 20 \u2014 Simulation State\n- **Current time**: 2025-01-20T16:22:03.014033\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-20T16:22:03.014033\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-21T13:09:59.261992\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 21,
"timestamp": "2026-02-26T18:38:01.854246+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-20T16:22:03.014033\n- new_sim_time: 2025-01-21T13:09:59.261992\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '94983140-bd4c-426e-8a52-b58ed1450c9c', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 20015c55-74d7-4585-b369-85e8eb46291f, yc-bench task inspect --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 54.03,\\n \\\"deadline\\\": \\\"2025-01-22T13:16:21.263578\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare ",
"yc-bench task inspect --task-id 20015c55-74d7-4585-b369-85e8eb46291f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare Edge Cases [DATA-25]\\\",\\n \\\"description\\\": \\\"Create a system that uses frontier LLMs to generate realistic synthetic examples for underrepresented categories in a classification dataset.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3589839,\\n \\\"reward_prestige_delta\\\": 0.285,\\n \\\"skill_boost_pct\\\": 0",
"yc-bench task inspect --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 2790842,\\n \\\"reward_prestige_delta\\\": 1.15,\\n \\\"skill_boos"
]
},
{
"turn": 22,
"timestamp": "2026-02-26T18:38:06.577087+00:00",
"user_input": "## Turn 22 \u2014 Simulation State\n- **Current time**: 2025-01-21T13:09:59.261992\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $31,864.17\n- **Runway**: ~7.8 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 4 tool call(s): yc-bench task accept --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc, yc-bench task assign --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task dispatch --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc, yc-bench sim resume",
"commands_executed": [
"yc-bench task accept --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-21T13:09:59.261992\\\",\\n \\\"deadline\\\": \\\"2025-01-31T13:09:59.261992\\\",\\n \\\"replacement_task_id\\\": \\\"69ed26af-f6aa-4d46-91b8-4ab7a2c5ba9a\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc\"}",
"yc-bench task assign --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-01-21T13:09:59.261992\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\"}",
"yc-bench task dispatch --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-21T13:09:59.261992\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-21T13:09:59.261992\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 3589839,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"20015c55-74d7-4585-b369-85e8eb46291f\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 3589839,\\n \\\"bankrupt\\\": fa"
]
},
{
"turn": 23,
"timestamp": "2026-02-26T18:38:11.680943+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-21T13:09:59.261992\n- new_sim_time: 2025-01-21T13:09:59.261992\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 3589839\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '20015c55-74d7-4585-b369-85e8eb46291f', 'success': True, 'funds_delta': 3589839, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench employee list, yc-bench market browse --required-prestige-lte 1 --limit 10",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 28589839,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-21T13:09:59.261992\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\"",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-104]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 0.0,\\n \\\"deadline\\\": \\\"2025-01-31T13:09:59.261992\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI W",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 258955,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 7.6026,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench market browse --required-prestige-lte 1 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 6,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewar"
]
},
{
"turn": 24,
"timestamp": "2026-02-26T18:38:15.509477+00:00",
"user_input": "## Turn 24 \u2014 Simulation State\n- **Current time**: 2025-01-21T13:09:59.261992\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $285,898.39 (28589839 cents)\n- **Monthly payroll**: $32,114.94\n- **Runway**: ~8.9 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n ",
"yc-bench task assign --task-id 94983140-bd4c-426e-8a52-b58ed1450c9c --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-01-13T13:16:21.263578\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n ",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-21T13:09:59.261992\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-24T13:35:20.328461\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"94983140-bd4c-426e-8a52-b58ed1450c9c\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 25,
"timestamp": "2026-02-26T18:38:19.652137+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-21T13:09:59.261992\n- new_sim_time: 2025-01-24T13:35:20.328461\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '94983140-bd4c-426e-8a52-b58ed1450c9c', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc, yc-bench company status, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3000000 --limit 10",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-104]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 48.45,\\n \\\"deadline\\\": \\\"2025-01-31T13:09:59.261992\\\",\\n \\\"at_risk\\\": false\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench task inspect --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-104]\\\",\\n \\\"description\\\": \\\"Set up zero-downtime model swaps for a vLLM serving cluster with automated rollback triggered by latency and error-rate thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3078004,\\n \\\"reward_prestige_delta\\\": 0.371,\\n \\\"skill_boost_pct\\\": 0.1295,\\n ",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 28589839,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-24T13:35:20.328461\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\"",
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3000000 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 4,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewar"
]
},
{
"turn": 26,
"timestamp": "2026-02-26T18:38:23.083469+00:00",
"user_input": "## Turn 26 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:35:20.328461\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $285,898.39 (28589839 cents)\n- **Monthly payroll**: $32,114.94\n- **Runway**: ~8.9 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id b01fa306-3718-4161-af6c-52763aa60991, yc-bench task accept --task-id 2439f258-cc41-4323-b410-f1f0e71df744",
"commands_executed": [
"yc-bench task accept --task-id b01fa306-3718-4161-af6c-52763aa60991 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-24T13:35:20.328461\\\",\\n \\\"deadline\\\": \\\"2025-02-14T13:35:20.328461\\\",\\n \\\"replacement_task_id\\\": \\\"b2f7f2da-6c68-427e-a2d2-0be8b3dab12f\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id b01fa306-3718-4161-af6c-52763aa60991\"}",
"yc-bench task accept --task-id 2439f258-cc41-4323-b410-f1f0e71df744 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-24T13:35:20.328461\\\",\\n \\\"deadline\\\": \\\"2025-02-06T13:35:20.328461\\\",\\n \\\"replacement_task_id\\\": \\\"05bc5c50-9fe3-46ec-b040-67a6a89f3e06\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 2439f258-cc41-4323-b410-f1f0e71df744\"}"
]
},
{
"turn": 27,
"timestamp": "2026-02-26T18:38:30.061349+00:00",
"user_input": "## Turn 27 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:35:20.328461\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $285,898.39 (28589839 cents)\n- **Monthly payroll**: $32,114.94\n- **Runway**: ~8.9 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 5 tool call(s): yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id b01fa306-3718-4161-af6c-52763aa60991 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id b01fa306-3718-4161-af6c-52763aa60991 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id b01fa306-3718-4161-af6c-52763aa60991 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e",
"commands_executed": [
"yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\"}",
"yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id b01fa306-3718-4161-af6c-52763aa60991 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id b01fa306-3718-4161-af6c-52763aa60991 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\"}",
"yc-bench task assign --task-id b01fa306-3718-4161-af6c-52763aa60991 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id b01fa306-3718-4161-af6c-52763aa60991 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n "
]
},
{
"turn": 28,
"timestamp": "2026-02-26T18:38:34.221794+00:00",
"user_input": "## Turn 28 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:35:20.328461\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $285,898.39 (28589839 cents)\n- **Monthly payroll**: $32,114.94\n- **Runway**: ~8.9 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task dispatch --task-id 2439f258-cc41-4323-b410-f1f0e71df744, yc-bench task dispatch --task-id b01fa306-3718-4161-af6c-52763aa60991, yc-bench sim resume",
"commands_executed": [
"yc-bench task dispatch --task-id 2439f258-cc41-4323-b410-f1f0e71df744 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 2439f258-cc41-4323-b410-f1f0e71df744\"}",
"yc-bench task dispatch --task-id b01fa306-3718-4161-af6c-52763aa60991 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id b01fa306-3718-4161-af6c-52763aa60991\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-24T13:35:20.328461\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-24T16:29:49.330731\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 29,
"timestamp": "2026-02-26T18:38:37.308078+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-24T13:35:20.328461\n- new_sim_time: 2025-01-24T16:29:49.330731\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '9ac45e38-fd97-410b-afa1-0a20d9fa37dc', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench employee list, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 1.54,\\n \\\"deadline\\\": \\\"2025-02-06T13:35:20.328461\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Ses",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 258955,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 7.6026,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 28589839,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-24T16:29:49.330731\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\""
]
},
{
"turn": 30,
"timestamp": "2026-02-26T18:38:42.424626+00:00",
"user_input": "## Turn 30 \u2014 Simulation State\n- **Current time**: 2025-01-24T16:29:49.330731\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $285,898.39 (28589839 cents)\n- **Monthly payroll**: $32,114.94\n- **Runway**: ~8.9 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task assign --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T16:29:49.330731\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-01-21T13:09:59.261992\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --t",
"yc-bench task assign --task-id 9ac45e38-fd97-410b-afa1-0a20d9fa37dc --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T16:29:49.330731\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-01-21T13:09:59.261992\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n ",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-24T16:29:49.330731\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-04T13:21:35.594167\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 1,\\n \\\"balance_delta\\\": -3211494,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"9ac45e38-fd97-410b-afa1-0a20d9fa37dc\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\"
]
},
{
"turn": 31,
"timestamp": "2026-02-26T18:38:47.869518+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-24T16:29:49.330731\n- new_sim_time: 2025-02-04T13:21:35.594167\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 1\n- balance_delta: -3211494\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '9ac45e38-fd97-410b-afa1-0a20d9fa37dc', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': 'b01fa306-3718-4161-af6c-52763aa60991', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 5 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench task inspect --task-id b01fa306-3718-4161-af6c-52763aa60991, yc-bench task inspect --task-id 2439f258-cc41-4323-b410-f1f0e71df744, yc-bench market browse --limit 10",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25378345,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-04T13:21:35.594167\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\"",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 44.75,\\n \\\"deadline\\\": \\\"2025-02-06T13:35:20.328461\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Se",
"yc-bench task inspect --task-id b01fa306-3718-4161-af6c-52763aa60991 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6119693,\\n \\\"reward_prestige_delta\\\": 1.282,\\n \\\"s",
"yc-bench task inspect --task-id 2439f258-cc41-4323-b410-f1f0e71df744 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3260712,\\n \\\"reward_prestige_delta\\\": 0.215,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench market browse --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 150,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"3b9c86a7-de1d-4e84-abbc-f9db3775d08a\\\",\\n \\\"title\\\": \\\"Deploy Edge Inference for Real-Time Video Analytics [HARDWARE-107]\\\",\\n \\\"description\\\": \\\"Set up an NVIDIA Jetson-based inference node running YOLO and a lightweight LLM for on-premises real-time camera analysis with local data processing.\\\",\\n \\\"required_prestige\\\": 5,\\n \\\"reward_"
]
},
{
"turn": 32,
"timestamp": "2026-02-26T18:38:51.669233+00:00",
"user_input": "## Turn 32 \u2014 Simulation State\n- **Current time**: 2025-02-04T13:21:35.594167\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $253,783.45 (25378345 cents)\n- **Monthly payroll**: $32,114.94\n- **Runway**: ~7.9 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench task assign --task-id 2439f258-cc41-4323-b410-f1f0e71df744 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:35:20.328461\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-04T13:21:35.594167\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-05T10:39:42.838715\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 33,
"timestamp": "2026-02-26T18:38:55.769058+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-04T13:21:35.594167\n- new_sim_time: 2025-02-05T10:39:42.838715\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '2439f258-cc41-4323-b410-f1f0e71df744', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 2439f258-cc41-4323-b410-f1f0e71df744, yc-bench task inspect --task-id b01fa306-3718-4161-af6c-52763aa60991, yc-bench employee list",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 55.0,\\n \\\"deadline\\\": \\\"2025-02-06T13:35:20.328461\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Ses",
"yc-bench task inspect --task-id 2439f258-cc41-4323-b410-f1f0e71df744 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3260712,\\n \\\"reward_prestige_delta\\\": 0.215,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench task inspect --task-id b01fa306-3718-4161-af6c-52763aa60991 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"b01fa306-3718-4161-af6c-52763aa60991\\\",\\n \\\"title\\\": \\\"Build Conversation Memory Service for Multi-Session Agents [BACKEND-24]\\\",\\n \\\"description\\\": \\\"Implement a service that stores, summarizes, and retrieves conversation history across sessions using structured storage and semantic vector search.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6119693,\\n \\\"reward_prestige_delta\\\": 1.282,\\n \\\"s",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 258955,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 7.6026,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 34,
"timestamp": "2026-02-26T18:38:57.750550+00:00",
"user_input": "## Turn 34 \u2014 Simulation State\n- **Current time**: 2025-02-05T10:39:42.838715\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $253,783.45 (25378345 cents)\n- **Monthly payroll**: $32,114.94\n- **Runway**: ~7.9 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-05T10:39:42.838715\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-13T16:39:13.690683\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 6119693,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"2439f258-cc41-4323-b410-f1f0e71df744\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n"
]
},
{
"turn": 35,
"timestamp": "2026-02-26T18:39:01.758559+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-05T10:39:42.838715\n- new_sim_time: 2025-02-13T16:39:13.690683\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 6119693\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '2439f258-cc41-4323-b410-f1f0e71df744', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': 'b01fa306-3718-4161-af6c-52763aa60991', 'success': True, 'funds_delta': 6119693, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench market browse --required-prestige-lte 2 --reward-min-cents 4000000 --limit 20, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 31498038,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 2.282,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 2.282,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-13T16:39:13.690683\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"plann",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 0,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench market browse --required-prestige-lte 2 --reward-min-cents 4000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 35,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 20,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"4be35a9c-1c1c-42bf-a58e-d2932bbe3ae7\\\",\\n \\\"title\\\": \\\"Build Web Scraping Pipeline for Industry News Corpus [DATA-127]\\\",\\n \\\"description\\\": \\\"Design a pipeline that crawls 50+ AI/tech news sources daily, deduplicates articles, extracts structured metadata, and loads clean text into a vector store.\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"rewa",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 258955,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 7.6026,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 36,
"timestamp": "2026-02-26T18:39:08.805386+00:00",
"user_input": "## Turn 36 \u2014 Simulation State\n- **Current time**: 2025-02-13T16:39:13.690683\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $314,980.38 (31498038 cents)\n- **Monthly payroll**: $32,376.45\n- **Runway**: ~9.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 6 tool call(s): yc-bench task accept --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097, yc-bench task accept --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71, yc-bench task assign --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743",
"commands_executed": [
"yc-bench task accept --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-13T16:39:13.690683\\\",\\n \\\"deadline\\\": \\\"2025-02-24T16:39:13.690683\\\",\\n \\\"replacement_task_id\\\": \\\"a29f219f-1684-4fbf-819a-033f48e8408e\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097\"}",
"yc-bench task accept --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-13T16:39:13.690683\\\",\\n \\\"deadline\\\": \\\"2025-02-24T16:39:13.690683\\\",\\n \\\"replacement_task_id\\\": \\\"9f5b5296-2539-4f92-b8b9-7be95475095f\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\"}",
"yc-bench task assign --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-02-13T16:39:13.690683\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\"}",
"yc-bench task assign --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-02-13T16:39:13.690683\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assigned_at\\\": \\\"2025-02-13T16:39:13.690683\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-13T16:39:13.690683\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0\"}",
"yc-bench task assign --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-02-13T16:39:13.690683\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-13T16:39:13.690683\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
]
},
{
"turn": 37,
"timestamp": "2026-02-26T18:39:15.796961+00:00",
"user_input": "## Turn 37 \u2014 Simulation State\n- **Current time**: 2025-02-13T16:39:13.690683\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $314,980.38 (31498038 cents)\n- **Monthly payroll**: $32,376.45\n- **Runway**: ~9.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 4 tool call(s): yc-bench task dispatch --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097, yc-bench task dispatch --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71, yc-bench task assign --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e, yc-bench sim resume",
"commands_executed": [
"yc-bench task dispatch --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097\"}",
"yc-bench task dispatch --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\"}",
"yc-bench task assign --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-02-13T16:39:13.690683\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-02-13T16:39:13.690683\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n ",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-13T16:39:13.690683\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-18T16:36:34.569635\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 38,
"timestamp": "2026-02-26T18:39:21.060620+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-13T16:39:13.690683\n- new_sim_time: 2025-02-18T16:36:34.569635\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '0b1f6022-08ed-4e26-a4eb-aa9f39287097', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 5 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097, yc-bench task inspect --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71, yc-bench employee list, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"title\\\": \\\"Design Webhook System for Async AI Job Completion [BACKEND-69]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 83.39,\\n \\\"deadline\\\": \\\"2025-02-24T16:39:13.690683\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"title\\\": \\\"Build File Processing Service f",
"yc-bench task inspect --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"title\\\": \\\"Design Webhook System for Async AI Job Completion [BACKEND-69]\\\",\\n \\\"description\\\": \\\"Build a reliable webhook delivery system with exponential backoff, signature verification, dead letter queue, and a webhook management API.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 10226433,\\n \\\"reward_prestige_delta\\\": 1.452,\\n \\\"skill_boost_pct\\\":",
"yc-bench task inspect --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"title\\\": \\\"Build File Processing Service for Vision-Language Models [BACKEND-1]\\\",\\n \\\"description\\\": \\\"Implement an async service that accepts images and documents, runs them through vision-language models for extraction, and returns structured JSON output.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 12046234,\\n \\\"reward_prestige_delta\\\": 0.855,\\n ",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 258955,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 7.6026,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 31498038,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 2.282,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 2.282,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-18T16:36:34.569635\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"plann"
]
},
{
"turn": 39,
"timestamp": "2026-02-26T18:39:22.962327+00:00",
"user_input": "## Turn 39 \u2014 Simulation State\n- **Current time**: 2025-02-18T16:36:34.569635\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $314,980.38 (31498038 cents)\n- **Monthly payroll**: $32,376.45\n- **Runway**: ~9.7 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-18T16:36:34.569635\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-19T15:04:02.331650\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 40,
"timestamp": "2026-02-26T18:39:27.936223+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-18T16:36:34.569635\n- new_sim_time: 2025-02-19T15:04:02.331650\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'a6dfcf81-0b6e-42f4-a582-bcf1ca010c71', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71, yc-bench task inspect --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097, yc-bench market browse --required-prestige-lte 2 --reward-min-cents 9000000 --limit 10",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"title\\\": \\\"Design Webhook System for Async AI Job Completion [BACKEND-69]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 100.0,\\n \\\"deadline\\\": \\\"2025-02-24T16:39:13.690683\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"title\\\": \\\"Build File Processing Service f",
"yc-bench task inspect --task-id a6dfcf81-0b6e-42f4-a582-bcf1ca010c71 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a6dfcf81-0b6e-42f4-a582-bcf1ca010c71\\\",\\n \\\"title\\\": \\\"Build File Processing Service for Vision-Language Models [BACKEND-1]\\\",\\n \\\"description\\\": \\\"Implement an async service that accepts images and documents, runs them through vision-language models for extraction, and returns structured JSON output.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 12046234,\\n \\\"reward_prestige_delta\\\": 0.855,\\n ",
"yc-bench task inspect --task-id 0b1f6022-08ed-4e26-a4eb-aa9f39287097 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"title\\\": \\\"Design Webhook System for Async AI Job Completion [BACKEND-69]\\\",\\n \\\"description\\\": \\\"Build a reliable webhook delivery system with exponential backoff, signature verification, dead letter queue, and a webhook management API.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 10226433,\\n \\\"reward_prestige_delta\\\": 1.452,\\n \\\"skill_boost_pct\\\":",
"yc-bench market browse --required-prestige-lte 2 --reward-min-cents 9000000 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 9,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"4be35a9c-1c1c-42bf-a58e-d2932bbe3ae7\\\",\\n \\\"title\\\": \\\"Build Web Scraping Pipeline for Industry News Corpus [DATA-127]\\\",\\n \\\"description\\\": \\\"Design a pipeline that crawls 50+ AI/tech news sources daily, deduplicates articles, extracts structured metadata, and loads clean text into a vector store.\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"rewar"
]
},
{
"turn": 41,
"timestamp": "2026-02-26T18:39:32.076532+00:00",
"user_input": "## Turn 41 \u2014 Simulation State\n- **Current time**: 2025-02-19T15:04:02.331650\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $314,980.38 (31498038 cents)\n- **Monthly payroll**: $32,376.45\n- **Runway**: ~9.7 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-19T15:04:02.331650\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-21T16:33:55.448586\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 22272667,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"0b1f6022-08ed-4e26-a4eb-aa9f39287097\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 10226433,\\n \\\"bankrupt\\\": "
]
},
{
"turn": 42,
"timestamp": "2026-02-26T18:39:35.403699+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-19T15:04:02.331650\n- new_sim_time: 2025-02-21T16:33:55.448586\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 22272667\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '0b1f6022-08ed-4e26-a4eb-aa9f39287097', 'success': True, 'funds_delta': 10226433, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': 'a6dfcf81-0b6e-42f4-a582-bcf1ca010c71', 'success': True, 'funds_delta': 12046234, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 3 --reward-min-cents 10000000 --limit 15, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 53770705,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.589,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 2.282,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-21T16:33:55.448586\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"plann",
"yc-bench market browse --required-prestige-lte 3 --reward-min-cents 10000000 --limit 15 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 23,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 15,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"title\\\": \\\"Build Internal Developer Platform for ML Engineers [SYSTEM-8]\\\",\\n \\\"description\\\": \\\"Create a self-service portal where ML engineers can request GPU instances, spin up Jupyter environments, and launch training jobs without touching infrastructure.\\\",\\n \\\"required_prestige\\\": 3,\\n \\\"",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 261544,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.2718,\\n \\\"data\\\": 7.6026,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 43,
"timestamp": "2026-02-26T18:39:39.931582+00:00",
"user_input": "## Turn 43 \u2014 Simulation State\n- **Current time**: 2025-02-21T16:33:55.448586\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $537,707.05 (53770705 cents)\n- **Monthly payroll**: $32,700.18\n- **Runway**: ~16.4 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b, yc-bench task accept --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee",
"commands_executed": [
"yc-bench task accept --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-21T16:33:55.448586\\\",\\n \\\"deadline\\\": \\\"2025-03-04T16:33:55.448586\\\",\\n \\\"replacement_task_id\\\": \\\"7cd73dc0-3697-4727-9684-f1937a353d34\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b\"}",
"yc-bench task accept --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-21T16:33:55.448586\\\",\\n \\\"deadline\\\": \\\"2025-03-04T16:33:55.448586\\\",\\n \\\"replacement_task_id\\\": \\\"3683bb29-962f-47f1-a1c9-e6b6cbe3dde3\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee\"}"
]
},
{
"turn": 44,
"timestamp": "2026-02-26T18:39:52.610186+00:00",
"user_input": "## Turn 44 \u2014 Simulation State\n- **Current time**: 2025-02-21T16:33:55.448586\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $537,707.05 (53770705 cents)\n- **Monthly payroll**: $32,700.18\n- **Runway**: ~16.4 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 8 tool call(s): yc-bench task assign --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task assign --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e, yc-bench task dispatch --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b, yc-bench task dispatch --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-02-21T16:33:55.448586\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\"}",
"yc-bench task assign --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-02-21T16:33:55.448586\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assigned_at\\\": \\\"2025-02-21T16:33:55.448586\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-02-21T16:33:55.448586\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-02-21T16:33:55.448586\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n ",
"yc-bench task assign --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-21T16:33:55.448586\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee --employee-id ca62a311-fa32-43ef-b205-c511b27442b0\"}",
"yc-bench task assign --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-02-21T16:33:55.448586\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-21T16:33:55.448586\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task dispatch --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b\"}",
"yc-bench task dispatch --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-21T16:33:55.448586\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-26T11:48:56.509959\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 45,
"timestamp": "2026-02-26T18:40:01.744950+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-21T16:33:55.448586\n- new_sim_time: 2025-02-26T11:48:56.509959\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'e84a0264-1a3c-49b9-9d88-f8899228f18b', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b, yc-bench task inspect --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"title\\\": \\\"Create Customer-Facing AI Usage Analytics Dashboard [FRONTEND-64]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 63.82,\\n \\\"deadline\\\": \\\"2025-03-04T16:33:55.448586\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"title\\\": \\\"Design Multi-Model Routing a",
"yc-bench task inspect --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"title\\\": \\\"Design Multi-Model Routing and Fallback Service [BACKEND-150]\\\",\\n \\\"description\\\": \\\"Create a smart routing layer directing requests to the optimal model based on task complexity, latency requirements, and cost, with provider failover.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 11684867,\\n \\\"reward_prestige_delta\\\": 0.378,\\n \\\"skill_bo",
"yc-bench task inspect --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"title\\\": \\\"Create Customer-Facing AI Usage Analytics Dashboard [FRONTEND-64]\\\",\\n \\\"description\\\": \\\"Build an embeddable dashboard showing API call volumes, latency percentiles, token consumption, and cost trends for enterprise customers.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 8996059,\\n \\\"reward_prestige_delta\\\": 0.828,\\n \\\"skill_boost_pct\\\":",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 53770705,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.589,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 2.282,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-26T11:48:56.509959\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"plann"
]
},
{
"turn": 46,
"timestamp": "2026-02-26T18:40:03.918946+00:00",
"user_input": "## Turn 46 \u2014 Simulation State\n- **Current time**: 2025-02-26T11:48:56.509959\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $537,707.05 (53770705 cents)\n- **Monthly payroll**: $32,700.18\n- **Runway**: ~16.4 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-26T11:48:56.509959\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-27T12:06:04.808096\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 47,
"timestamp": "2026-02-26T18:40:09.542684+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-26T11:48:56.509959\n- new_sim_time: 2025-02-27T12:06:04.808096\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '665d3cdf-5e75-42d5-9e54-c026a19460ee', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee, yc-bench task inspect --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"title\\\": \\\"Create Customer-Facing AI Usage Analytics Dashboard [FRONTEND-64]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 88.05,\\n \\\"deadline\\\": \\\"2025-03-04T16:33:55.448586\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"title\\\": \\\"Design Multi-Model Routing a",
"yc-bench task inspect --task-id 665d3cdf-5e75-42d5-9e54-c026a19460ee -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"665d3cdf-5e75-42d5-9e54-c026a19460ee\\\",\\n \\\"title\\\": \\\"Create Customer-Facing AI Usage Analytics Dashboard [FRONTEND-64]\\\",\\n \\\"description\\\": \\\"Build an embeddable dashboard showing API call volumes, latency percentiles, token consumption, and cost trends for enterprise customers.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 8996059,\\n \\\"reward_prestige_delta\\\": 0.828,\\n \\\"skill_boost_pct\\\":",
"yc-bench task inspect --task-id e84a0264-1a3c-49b9-9d88-f8899228f18b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"title\\\": \\\"Design Multi-Model Routing and Fallback Service [BACKEND-150]\\\",\\n \\\"description\\\": \\\"Create a smart routing layer directing requests to the optimal model based on task complexity, latency requirements, and cost, with provider failover.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_funds_cents\\\": 11684867,\\n \\\"reward_prestige_delta\\\": 0.378,\\n \\\"skill_bo"
]
},
{
"turn": 48,
"timestamp": "2026-02-26T18:40:11.610611+00:00",
"user_input": "## Turn 48 \u2014 Simulation State\n- **Current time**: 2025-02-27T12:06:04.808096\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $537,707.05 (53770705 cents)\n- **Monthly payroll**: $32,700.18\n- **Runway**: ~16.4 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-27T12:06:04.808096\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-28T16:03:57.571333\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 20680926,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"e84a0264-1a3c-49b9-9d88-f8899228f18b\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 11684867,\\n \\\"bankrupt\\\": "
]
},
{
"turn": 49,
"timestamp": "2026-02-26T18:40:15.412501+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-27T12:06:04.808096\n- new_sim_time: 2025-02-28T16:03:57.571333\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 20680926\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': 'e84a0264-1a3c-49b9-9d88-f8899228f18b', 'success': True, 'funds_delta': 11684867, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '665d3cdf-5e75-42d5-9e54-c026a19460ee', 'success': True, 'funds_delta': 8996059, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 4 --reward-min-cents 15000000 --limit 15, yc-bench scratchpad read",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 74451631,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 3.11,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-28T16:03:57.571333\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planne",
"yc-bench market browse --required-prestige-lte 4 --reward-min-cents 15000000 --limit 15 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 13,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 15,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"title\\\": \\\"Implement Speculative Decoding in Production Stack [HARDWARE-123]\\\",\\n \\\"description\\\": \\\"Integrate speculative decoding with a small draft model into the existing serving infrastructure, measuring real-world throughput improvement.\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cen",
"yc-bench scratchpad read -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"content\\\": \\\"\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench scratchpad read\"}"
]
},
{
"turn": 50,
"timestamp": "2026-02-26T18:40:18.633581+00:00",
"user_input": "## Turn 50 \u2014 Simulation State\n- **Current time**: 2025-02-28T16:03:57.571333\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $744,516.31 (74451631 cents)\n- **Monthly payroll**: $33,027.16\n- **Runway**: ~22.5 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 1deba125-57ad-447c-be65-aa283f195eb7, yc-bench task accept --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee",
"commands_executed": [
"yc-bench task accept --task-id 1deba125-57ad-447c-be65-aa283f195eb7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-28T16:03:57.571333\\\",\\n \\\"deadline\\\": \\\"2025-03-11T16:03:57.571333\\\",\\n \\\"replacement_task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 1deba125-57ad-447c-be65-aa283f195eb7\"}",
"yc-bench task accept --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-28T16:03:57.571333\\\",\\n \\\"deadline\\\": \\\"2025-03-14T16:03:57.571333\\\",\\n \\\"replacement_task_id\\\": \\\"3b8b4886-956a-4228-99dc-7f073b4a3c83\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee\"}"
]
},
{
"turn": 51,
"timestamp": "2026-02-26T18:40:27.085978+00:00",
"user_input": "## Turn 51 \u2014 Simulation State\n- **Current time**: 2025-02-28T16:03:57.571333\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $744,516.31 (74451631 cents)\n- **Monthly payroll**: $33,027.16\n- **Runway**: ~22.5 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 8 tool call(s): yc-bench task assign --task-id 1deba125-57ad-447c-be65-aa283f195eb7 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 1deba125-57ad-447c-be65-aa283f195eb7 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task assign --task-id 1deba125-57ad-447c-be65-aa283f195eb7 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e, yc-bench task dispatch --task-id 1deba125-57ad-447c-be65-aa283f195eb7, yc-bench task dispatch --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 1deba125-57ad-447c-be65-aa283f195eb7 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 1deba125-57ad-447c-be65-aa283f195eb7 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0\"}",
"yc-bench task assign --task-id 1deba125-57ad-447c-be65-aa283f195eb7 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 1deba125-57ad-447c-be65-aa283f195eb7 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9\"}",
"yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task dispatch --task-id 1deba125-57ad-447c-be65-aa283f195eb7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 1deba125-57ad-447c-be65-aa283f195eb7\"}",
"yc-bench task dispatch --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-28T16:03:57.571333\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-05T16:50:00.874085\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 1,\\n \\\"balance_delta\\\": -3302716,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\"
]
},
{
"turn": 52,
"timestamp": "2026-02-26T18:40:32.462124+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-28T16:03:57.571333\n- new_sim_time: 2025-03-05T16:50:00.874085\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 1\n- balance_delta: -3302716\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '1deba125-57ad-447c-be65-aa283f195eb7', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench task inspect --task-id 1deba125-57ad-447c-be65-aa283f195eb7, yc-bench task inspect --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 71148915,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 3.11,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-05T16:50:00.874085\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planne",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-22]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 82.41,\\n \\\"deadline\\\": \\\"2025-03-11T16:03:57.571333\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"title\\\": \\\"Implement PII Detection and Redaction Pi",
"yc-bench task inspect --task-id 1deba125-57ad-447c-be65-aa283f195eb7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-22]\\\",\\n \\\"description\\\": \\\"Build a step-by-step setup wizard guiding enterprise customers through connecting data sources, configuring chunking, testing retrieval, and deploying their endpoint.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 18983934,\\n \\\"reward_prestige_delta\\\": 0.821,\\n \\\"",
"yc-bench task inspect --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"title\\\": \\\"Implement PII Detection and Redaction Pipeline [DATA-61]\\\",\\n \\\"description\\\": \\\"Deploy a pipeline to detect and redact personally identifiable information from training data, with audit logging and configurable redaction strategies.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 18266571,\\n \\\"reward_prestige_delta\\\": 1.052,\\n \\\"skill_boost"
]
},
{
"turn": 53,
"timestamp": "2026-02-26T18:40:35.071664+00:00",
"user_input": "## Turn 53 \u2014 Simulation State\n- **Current time**: 2025-03-05T16:50:00.874085\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $711,489.15 (71148915 cents)\n- **Monthly payroll**: $33,027.16\n- **Runway**: ~21.5 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-05T16:50:00.874085\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-10T17:36:04.176838\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 18983934,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"1deba125-57ad-447c-be65-aa283f195eb7\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 18983934,\\n \\\"bankrupt\\\": "
]
},
{
"turn": 54,
"timestamp": "2026-02-26T18:40:39.043430+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-05T16:50:00.874085\n- new_sim_time: 2025-03-10T17:36:04.176838\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 18983934\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '1deba125-57ad-447c-be65-aa283f195eb7', 'success': True, 'funds_delta': 18983934, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': '284c6c4d-18c3-4765-8be6-b410ba040bee', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task inspect --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee, yc-bench market browse --required-prestige-lte 4 --reward-min-cents 15000000 --limit 10, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 90132849,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 1.285,\\n \\\"frontend\\\": 3.931,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-10T17:36:04.176838\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"plann",
"yc-bench task inspect --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"title\\\": \\\"Implement PII Detection and Redaction Pipeline [DATA-61]\\\",\\n \\\"description\\\": \\\"Deploy a pipeline to detect and redact personally identifiable information from training data, with audit logging and configurable redaction strategies.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 18266571,\\n \\\"reward_prestige_delta\\\": 1.052,\\n \\\"skill_boost",
"yc-bench market browse --required-prestige-lte 4 --reward-min-cents 15000000 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 12,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"title\\\": \\\"Implement Speculative Decoding in Production Stack [HARDWARE-123]\\\",\\n \\\"description\\\": \\\"Integrate speculative decoding with a small draft model into the existing serving infrastructure, measuring real-world throughput improvement.\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cen",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 266800,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.2718,\\n \\\"data\\\": 7.6026,\\n \\\"frontend\\\": 4.4629,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 55,
"timestamp": "2026-02-26T18:40:43.525282+00:00",
"user_input": "## Turn 55 \u2014 Simulation State\n- **Current time**: 2025-03-10T17:36:04.176838\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $901,328.49 (90132849 cents)\n- **Monthly payroll**: $33,243.50\n- **Runway**: ~27.1 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-03-10T17:36:04.176838\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n ",
"yc-bench task assign --task-id 284c6c4d-18c3-4765-8be6-b410ba040bee --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-02-28T16:03:57.571333\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-03-10T17:36:04.176838\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-10T17:36:04.176838\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-12T12:22:04.943702\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 18266571,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"284c6c4d-18c3-4765-8be6-b410ba040bee\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 18266571,\\n \\\"bankrupt\\\": "
]
},
{
"turn": 56,
"timestamp": "2026-02-26T18:40:46.772395+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-10T17:36:04.176838\n- new_sim_time: 2025-03-12T12:22:04.943702\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 18266571\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '284c6c4d-18c3-4765-8be6-b410ba040bee', 'success': True, 'funds_delta': 18266571, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 4 --reward-min-cents 17000000 --limit 15, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 108399420,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 2.337,\\n \\\"frontend\\\": 3.931,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-12T12:22:04.943702\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"pl",
"yc-bench market browse --required-prestige-lte 4 --reward-min-cents 17000000 --limit 15 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 5,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 15,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"title\\\": \\\"Implement Speculative Decoding in Production Stack [HARDWARE-123]\\\",\\n \\\"description\\\": \\\"Integrate speculative decoding with a small draft model into the existing serving infrastructure, measuring real-world throughput improvement.\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cent",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 269468,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.2718,\\n \\\"data\\\": 7.7022,\\n \\\"frontend\\\": 4.4629,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7621,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 57,
"timestamp": "2026-02-26T18:40:49.336423+00:00",
"user_input": "## Turn 57 \u2014 Simulation State\n- **Current time**: 2025-03-12T12:22:04.943702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,083,994.20 (108399420 cents)\n- **Monthly payroll**: $33,541.18\n- **Runway**: ~32.3 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench task accept --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186",
"commands_executed": [
"yc-bench task accept --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-03-12T12:22:04.943702\\\",\\n \\\"deadline\\\": \\\"2025-03-21T12:22:04.943702\\\",\\n \\\"replacement_task_id\\\": \\\"b209603f-b6a4-4328-9aa9-1a06b0206ab5\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186\"}"
]
},
{
"turn": 58,
"timestamp": "2026-02-26T18:40:57.633686+00:00",
"user_input": "## Turn 58 \u2014 Simulation State\n- **Current time**: 2025-03-12T12:22:04.943702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,083,994.20 (108399420 cents)\n- **Monthly payroll**: $33,541.18\n- **Runway**: ~32.3 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 1\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 7 tool call(s): yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e, yc-bench task dispatch --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0\"}",
"yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench task assign --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-03-12T12:22:04.943702\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n ",
"yc-bench task dispatch --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 5\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-12T12:22:04.943702\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-14T12:17:48.785331\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 59,
"timestamp": "2026-02-26T18:41:04.529622+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-12T12:22:04.943702\n- new_sim_time: 2025-03-14T12:17:48.785331\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'bce6ebb2-d239-4a1b-8176-70a4f0bf7186', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186, yc-bench task list --status active, yc-bench company status",
"commands_executed": [
"yc-bench task inspect --task-id bce6ebb2-d239-4a1b-8176-70a4f0bf7186 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"title\\\": \\\"Implement Real-Time Collaboration for AI Writing Tool [FRONTEND-12]\\\",\\n \\\"description\\\": \\\"Add multiplayer editing to an AI writing tool using CRDTs, with per-user cursors, AI suggestion tracking, and version history.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 18721690,\\n \\\"reward_prestige_delta\\\": 0.251,\\n \\\"skill_boost_pct\\\": 0.2153,",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"title\\\": \\\"Implement Real-Time Collaboration for AI Writing Tool [FRONTEND-12]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 83.47,\\n \\\"deadline\\\": \\\"2025-03-21T12:22:04.943702\\\",\\n \\\"at_risk\\\": false\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 108399420,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 2.337,\\n \\\"frontend\\\": 3.931,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-14T12:17:48.785331\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"pl"
]
},
{
"turn": 60,
"timestamp": "2026-02-26T18:41:06.746609+00:00",
"user_input": "## Turn 60 \u2014 Simulation State\n- **Current time**: 2025-03-14T12:17:48.785331\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,083,994.20 (108399420 cents)\n- **Monthly payroll**: $33,541.18\n- **Runway**: ~32.3 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-14T12:17:48.785331\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-18T12:13:32.626959\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 18721690,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"bce6ebb2-d239-4a1b-8176-70a4f0bf7186\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 18721690,\\n \\\"bankrupt\\\": "
]
},
{
"turn": 61,
"timestamp": "2026-02-26T18:41:11.136614+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-14T12:17:48.785331\n- new_sim_time: 2025-03-18T12:13:32.626959\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 18721690\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': 'bce6ebb2-d239-4a1b-8176-70a4f0bf7186', 'success': True, 'funds_delta': 18721690, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 4 --reward-min-cents 18000000 --limit 15, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 127121110,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 2.337,\\n \\\"frontend\\\": 4.182,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-18T12:13:32.626959\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"pl",
"yc-bench market browse --required-prestige-lte 4 --reward-min-cents 18000000 --limit 15 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 4,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 15,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"title\\\": \\\"Implement Speculative Decoding in Production Stack [HARDWARE-123]\\\",\\n \\\"description\\\": \\\"Integrate speculative decoding with a small draft model into the existing serving infrastructure, measuring real-world throughput improvement.\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cent",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 272162,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.2718,\\n \\\"data\\\": 7.7022,\\n \\\"frontend\\\": 5.4238,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7621,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 62,
"timestamp": "2026-02-26T18:41:14.955912+00:00",
"user_input": "## Turn 62 \u2014 Simulation State\n- **Current time**: 2025-03-18T12:13:32.626959\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,271,211.10 (127121110 cents)\n- **Monthly payroll**: $33,876.56\n- **Runway**: ~37.5 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6, yc-bench task accept --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7",
"commands_executed": [
"yc-bench task accept --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-03-18T12:13:32.626959\\\",\\n \\\"deadline\\\": \\\"2025-04-04T12:13:32.626959\\\",\\n \\\"replacement_task_id\\\": \\\"6d25d83f-3018-4185-bb2c-853cf3c9b920\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6\"}",
"yc-bench task accept --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-03-18T12:13:32.626959\\\",\\n \\\"deadline\\\": \\\"2025-04-03T12:13:32.626959\\\",\\n \\\"replacement_task_id\\\": \\\"d5795276-03b6-4b20-a5b6-6f5b60cf6884\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7\"}"
]
},
{
"turn": 63,
"timestamp": "2026-02-26T18:41:22.913829+00:00",
"user_input": "## Turn 63 \u2014 Simulation State\n- **Current time**: 2025-03-18T12:13:32.626959\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,271,211.10 (127121110 cents)\n- **Monthly payroll**: $33,876.56\n- **Runway**: ~37.5 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 8 tool call(s): yc-bench task assign --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e, yc-bench task dispatch --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6, yc-bench task dispatch --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0\"}",
"yc-bench task assign --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n ",
"yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\"}",
"yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task dispatch --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6\"}",
"yc-bench task dispatch --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-18T12:13:32.626959\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-21T16:58:39.783525\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 64,
"timestamp": "2026-02-26T18:41:30.363488+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-18T12:13:32.626959\n- new_sim_time: 2025-03-21T16:58:39.783525\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'a7fd2164-c012-4131-bd08-e1b2fa5faaf6', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6, yc-bench task inspect --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"title\\\": \\\"Build Internal Developer Platform for ML Engineers [SYSTEM-8]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 78.34,\\n \\\"deadline\\\": \\\"2025-04-04T12:13:32.626959\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for A",
"yc-bench task inspect --task-id a7fd2164-c012-4131-bd08-e1b2fa5faaf6 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"title\\\": \\\"Build Internal Developer Platform for ML Engineers [SYSTEM-8]\\\",\\n \\\"description\\\": \\\"Create a self-service portal where ML engineers can request GPU instances, spin up Jupyter environments, and launch training jobs without touching infrastructure.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 3,\\n \\\"reward_funds_cents\\\": 18215518,\\n \\\"reward_prestige_delta\\\": 0.978,\\n",
"yc-bench task inspect --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-10]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 19514912,\\n \\\"reward_prestige_delta\\\": 0.042,\\n \\\"skill_b",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 127121110,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 2.337,\\n \\\"frontend\\\": 4.182,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-21T16:58:39.783525\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"pl"
]
},
{
"turn": 65,
"timestamp": "2026-02-26T18:41:32.204010+00:00",
"user_input": "## Turn 65 \u2014 Simulation State\n- **Current time**: 2025-03-21T16:58:39.783525\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,271,211.10 (127121110 cents)\n- **Monthly payroll**: $33,876.56\n- **Runway**: ~37.5 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-21T16:58:39.783525\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-27T13:50:25.216466\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 18215518,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"a7fd2164-c012-4131-bd08-e1b2fa5faaf6\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 18215518,\\n \\\"bankrupt\\\": "
]
},
{
"turn": 66,
"timestamp": "2026-02-26T18:41:36.257147+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-21T16:58:39.783525\n- new_sim_time: 2025-03-27T13:50:25.216466\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 18215518\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': 'a7fd2164-c012-4131-bd08-e1b2fa5faaf6', 'success': True, 'funds_delta': 18215518, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task inspect --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7, yc-bench market browse --required-prestige-lte 4 --reward-min-cents 18000000 --limit 10, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 145336628,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 3.315,\\n \\\"frontend\\\": 4.182,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 1.978,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-27T13:50:25.216466\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"",
"yc-bench task inspect --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-10]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 19514912,\\n \\\"reward_prestige_delta\\\": 0.042,\\n \\\"skill_b",
"yc-bench market browse --required-prestige-lte 4 --reward-min-cents 18000000 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 2,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"title\\\": \\\"Implement Speculative Decoding in Production Stack [HARDWARE-123]\\\",\\n \\\"description\\\": \\\"Integrate speculative decoding with a small draft model into the existing serving infrastructure, measuring real-world throughput improvement.\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cent",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 274883,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.2718,\\n \\\"data\\\": 7.9903,\\n \\\"frontend\\\": 5.4238,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7621,\\n \\\"system\\\": 5.4973,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 67,
"timestamp": "2026-02-26T18:41:39.972459+00:00",
"user_input": "## Turn 67 \u2014 Simulation State\n- **Current time**: 2025-03-27T13:50:25.216466\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,453,366.28 (145336628 cents)\n- **Monthly payroll**: $34,144.36\n- **Runway**: ~42.6 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench task assign --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-03-18T12:13:32.626959\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-27T13:50:25.216466\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-27T13:53:42.491757\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 68,
"timestamp": "2026-02-26T18:41:43.234548+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-27T13:50:25.216466\n- new_sim_time: 2025-03-27T13:53:42.491757\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '520a3893-dc9b-4e01-a7bb-f98dcbb791e7', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7, yc-bench company status, yc-bench sim resume",
"commands_executed": [
"yc-bench task inspect --task-id 520a3893-dc9b-4e01-a7bb-f98dcbb791e7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-10]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 19514912,\\n \\\"reward_prestige_delta\\\": 0.042,\\n \\\"skill_b",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 145336628,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 3.315,\\n \\\"frontend\\\": 4.182,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 1.978,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-27T13:53:42.491757\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-27T13:53:42.491757\\\",\\n \\\"new_sim_time\\\": \\\"2025-04-03T10:15:13.370596\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 1,\\n \\\"balance_delta\\\": 16100476,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"520a3893-dc9b-4e01-a7bb-f98dcbb791e7\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 19514912,\\n \\\"bankrupt\\\": "
]
},
{
"turn": 69,
"timestamp": "2026-02-26T18:41:47.190822+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-27T13:53:42.491757\n- new_sim_time: 2025-04-03T10:15:13.370596\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 1\n- balance_delta: 16100476\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '520a3893-dc9b-4e01-a7bb-f98dcbb791e7', 'success': True, 'funds_delta': 19514912, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 4 --reward-min-cents 19000000 --limit 15, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 161437104,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 3.315,\\n \\\"frontend\\\": 4.182,\\n \\\"hardware\\\": 1.042,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 2.02,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-04-03T10:15:13.370596\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\",
"yc-bench market browse --required-prestige-lte 4 --reward-min-cents 19000000 --limit 15 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 2,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 15,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"title\\\": \\\"Implement Speculative Decoding in Production Stack [HARDWARE-123]\\\",\\n \\\"description\\\": \\\"Integrate speculative decoding with a small draft model into the existing serving infrastructure, measuring real-world throughput improvement.\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cent",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 274883,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.2718,\\n \\\"data\\\": 7.9903,\\n \\\"frontend\\\": 5.4238,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7621,\\n \\\"system\\\": 5.4973,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 70,
"timestamp": "2026-02-26T18:41:49.293510+00:00",
"user_input": "## Turn 70 \u2014 Simulation State\n- **Current time**: 2025-04-03T10:15:13.370596\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,614,371.04 (161437104 cents)\n- **Monthly payroll**: $34,458.29\n- **Runway**: ~46.9 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench task accept --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab",
"commands_executed": [
"yc-bench task accept --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-04-03T10:15:13.370596\\\",\\n \\\"deadline\\\": \\\"2025-04-14T10:15:13.370596\\\",\\n \\\"replacement_task_id\\\": \\\"c6f35cbe-b60a-413b-944d-c9401ff43212\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\"}"
]
},
{
"turn": 71,
"timestamp": "2026-02-26T18:41:58.505371+00:00",
"user_input": "## Turn 71 \u2014 Simulation State\n- **Current time**: 2025-04-03T10:15:13.370596\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,614,371.04 (161437104 cents)\n- **Monthly payroll**: $34,458.29\n- **Runway**: ~46.9 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 1\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 7 tool call(s): yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e, yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task dispatch --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\"}",
"yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n ",
"yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench task assign --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-04-03T10:15:13.370596\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n ",
"yc-bench task dispatch --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 5\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-04-03T10:15:13.370596\\\",\\n \\\"new_sim_time\\\": \\\"2025-04-08T09:42:11.423899\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 72,
"timestamp": "2026-02-26T18:42:02.080240+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-03T10:15:13.370596\n- new_sim_time: 2025-04-08T09:42:11.423899\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '7c28c6e8-ef51-4b0e-8d6c-1a73667009ab', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab, yc-bench sim resume, yc-bench company status",
"commands_executed": [
"yc-bench task inspect --task-id 7c28c6e8-ef51-4b0e-8d6c-1a73667009ab -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"title\\\": \\\"Implement Speculative Decoding in Production Stack [HARDWARE-123]\\\",\\n \\\"description\\\": \\\"Integrate speculative decoding with a small draft model into the existing serving infrastructure, measuring real-world throughput improvement.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 22585076,\\n \\\"reward_prestige_delta\\\": 0.874,\\n \\\"skill_boost_",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-04-08T09:42:11.423899\\\",\\n \\\"new_sim_time\\\": \\\"2025-04-11T09:09:09.477203\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 22585076,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"7c28c6e8-ef51-4b0e-8d6c-1a73667009ab\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 22585076,\\n \\\"bankrupt\\\": ",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 184022180,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 3.315,\\n \\\"frontend\\\": 4.182,\\n \\\"hardware\\\": 1.916,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 2.02,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-04-11T09:09:09.477203\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\"
]
},
{
"turn": 73,
"timestamp": "2026-02-26T18:42:04.157582+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-08T09:42:11.423899\n- new_sim_time: 2025-04-11T09:09:09.477203\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 22585076\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '7c28c6e8-ef51-4b0e-8d6c-1a73667009ab', 'success': True, 'funds_delta': 22585076, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 4 --reward-min-cents 18000000 --limit 20",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 4 --reward-min-cents 18000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 1,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 20,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"title\\\": \\\"Optimize LLM Inference Latency with TensorRT-LLM [HARDWARE-67]\\\",\\n \\\"description\\\": \\\"Convert a 70B model to TensorRT-LLM with INT8/FP8 quantization, continuous batching, and paged attention, targeting sub-200ms time-to-first-token.\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cen"
]
},
{
"turn": 74,
"timestamp": "2026-02-26T18:42:12.760539+00:00",
"user_input": "## Turn 74 \u2014 Simulation State\n- **Current time**: 2025-04-11T09:09:09.477203\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $1,840,221.80 (184022180 cents)\n- **Monthly payroll**: $34,802.84\n- **Runway**: ~52.9 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 8 tool call(s): yc-bench task accept --task-id a284a08d-ff27-458d-9072-e271cb8472d1, yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e, yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task dispatch --task-id a284a08d-ff27-458d-9072-e271cb8472d1, yc-bench sim resume",
"commands_executed": [
"yc-bench task accept --task-id a284a08d-ff27-458d-9072-e271cb8472d1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-04-11T09:09:09.477203\\\",\\n \\\"deadline\\\": \\\"2025-04-28T09:09:09.477203\\\",\\n \\\"replacement_task_id\\\": \\\"e066f924-3489-48ca-87ec-1e24d563ee12\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id a284a08d-ff27-458d-9072-e271cb8472d1\"}",
"yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\"}",
"yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"f6d26bd6-dd79-4d7f-a807-5c786b2733a9\\\",\\n ",
"yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\\\",\\n ",
"yc-bench task assign --task-id a284a08d-ff27-458d-9072-e271cb8472d1 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"b6b6a860-3a11-4950-9d22-e1f8cdebe44e\\\",\\n \\\"assigned_at\\\": \\\"2025-04-11T09:09:09.477203\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"ca62a311-fa32-43ef-b205-c511b27442b0\\\",\\n ",
"yc-bench task dispatch --task-id a284a08d-ff27-458d-9072-e271cb8472d1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 5\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id a284a08d-ff27-458d-9072-e271cb8472d1\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-04-11T09:09:09.477203\\\",\\n \\\"new_sim_time\\\": \\\"2025-04-15T11:45:17.768194\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 75,
"timestamp": "2026-02-26T18:42:15.989825+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-11T09:09:09.477203\n- new_sim_time: 2025-04-15T11:45:17.768194\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'a284a08d-ff27-458d-9072-e271cb8472d1', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id a284a08d-ff27-458d-9072-e271cb8472d1, yc-bench sim resume, yc-bench company status",
"commands_executed": [
"yc-bench task inspect --task-id a284a08d-ff27-458d-9072-e271cb8472d1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"title\\\": \\\"Optimize LLM Inference Latency with TensorRT-LLM [HARDWARE-67]\\\",\\n \\\"description\\\": \\\"Convert a 70B model to TensorRT-LLM with INT8/FP8 quantization, continuous batching, and paged attention, targeting sub-200ms time-to-first-token.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 4,\\n \\\"reward_funds_cents\\\": 20043126,\\n \\\"reward_prestige_delta\\\": 1.183,\\n \\\"skill_boost",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-04-15T11:45:17.768194\\\",\\n \\\"new_sim_time\\\": \\\"2025-04-18T15:42:11.076278\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 20043126,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"a284a08d-ff27-458d-9072-e271cb8472d1\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 20043126,\\n \\\"bankrupt\\\": ",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 204065306,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 4.498,\\n \\\"frontend\\\": 4.182,\\n \\\"hardware\\\": 3.099,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 2.02,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-04-18T15:42:11.076278\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\"
]
},
{
"turn": 76,
"timestamp": "2026-02-26T18:42:20.800328+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-15T11:45:17.768194\n- new_sim_time: 2025-04-18T15:42:11.076278\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 20043126\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': 'a284a08d-ff27-458d-9072-e271cb8472d1', 'success': True, 'funds_delta': 20043126, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 5 --reward-min-cents 20000000 --limit 25, yc-bench task list --status active",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"abeae1ea-305c-452d-837f-cc2ece3c95cb\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 204065306,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 4.967,\\n \\\"data\\\": 4.498,\\n \\\"frontend\\\": 4.182,\\n \\\"hardware\\\": 3.099,\\n \\\"research\\\": 2.052,\\n \\\"system\\\": 2.02,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-04-18T15:42:11.076278\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\",
"yc-bench market browse --required-prestige-lte 5 --reward-min-cents 20000000 --limit 25 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 3,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 25,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"3b9c86a7-de1d-4e84-abbc-f9db3775d08a\\\",\\n \\\"title\\\": \\\"Deploy Edge Inference for Real-Time Video Analytics [HARDWARE-107]\\\",\\n \\\"description\\\": \\\"Set up an NVIDIA Jetson-based inference node running YOLO and a lightweight LLM for on-premises real-time camera analysis with local data processing.\\\",\\n \\\"required_prestige\\\": 5,\\n \\\"reward_fu",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 0,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}"
]
},
{
"turn": 77,
"timestamp": "2026-02-26T18:42:28.997014+00:00",
"user_input": "## Turn 77 \u2014 Simulation State\n- **Current time**: 2025-04-18T15:42:11.076278\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $2,040,653.06 (204065306 cents)\n- **Monthly payroll**: $35,150.84\n- **Runway**: ~58.1 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 8 tool call(s): yc-bench task accept --task-id 7700039b-6c1f-4a58-8809-38db167123a4, yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb, yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743, yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0, yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9, yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e, yc-bench task dispatch --task-id 7700039b-6c1f-4a58-8809-38db167123a4, yc-bench sim resume",
"commands_executed": [
"yc-bench task accept --task-id 7700039b-6c1f-4a58-8809-38db167123a4 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (4.967) does not meet task requirement (5).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 7700039b-6c1f-4a58-8809-38db167123a4\"}",
"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task 7700039b-6c1f-4a58-8809-38db167123a4 must be planned or active to assign (current: market).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id e23097c8-f3b0-42f2-b917-a7d26f3ae5bb\"}",
"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task 7700039b-6c1f-4a58-8809-38db167123a4 must be planned or active to assign (current: market).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id 3a0ff659-7e2d-4d68-bc06-7c5ef0d8f743\"}",
"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task 7700039b-6c1f-4a58-8809-38db167123a4 must be planned or active to assign (current: market).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id ca62a311-fa32-43ef-b205-c511b27442b0\"}",
"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task 7700039b-6c1f-4a58-8809-38db167123a4 must be planned or active to assign (current: market).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id f6d26bd6-dd79-4d7f-a807-5c786b2733a9\"}",
"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task 7700039b-6c1f-4a58-8809-38db167123a4 must be planned or active to assign (current: market).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 7700039b-6c1f-4a58-8809-38db167123a4 --employee-id b6b6a860-3a11-4950-9d22-e1f8cdebe44e\"}",
"yc-bench task dispatch --task-id 7700039b-6c1f-4a58-8809-38db167123a4 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task 7700039b-6c1f-4a58-8809-38db167123a4 must be planned to dispatch (current: market).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 7700039b-6c1f-4a58-8809-38db167123a4\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-04-18T15:42:11.076278\\\",\\n \\\"new_sim_time\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 8,\\n \\\"balance_delta\\\": -28120672,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": true,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"horizon_end\\\",\\n \\\"reached\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"horizon_end\\\",\\n \\\"terminal_reason\\\": \\\"horizon_end\\\"\\n}\\n\", \"std"
]
}
]
}

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{
"session_id": "run-3-openai/gpt-5.2",
"model": "openai/gpt-5.2",
"seed": 3,
"horizon_years": 1,
"turns_completed": 73,
"terminal": true,
"terminal_reason": "horizon_end",
"terminal_detail": "horizon_end",
"total_cost_usd": 3.389641,
"started_at": "2026-02-26T18:36:57.979661+00:00",
"ended_at": "2026-02-26T18:41:16.362174+00:00",
"transcript": [
{
"turn": 1,
"timestamp": "2026-02-26T18:37:01.587303+00:00",
"user_input": "## Simulation Start \u2014 Take Immediate Action\n- current_time: 2025-01-01T09:00:00\n- horizon_end: 2026-01-01T09:00:00\n- funds: $250,000.00\n- monthly_payroll: $38,075.80\n- runway: ~6.6 months\n- employees: 5\n- active_tasks: 0\n- planned_tasks: 0\n\n**Your immediate priority**: generate revenue before payroll drains your runway.\nYou MUST complete these steps now (multiple commands per turn are fine):\n1. `yc-bench market browse --required-prestige-lte 1` \u2014 find tasks you can accept\n2. `yc-bench task accept --task-id <UUID>` \u2014 accept 2-3 suitable tasks\n3. `yc-bench employee list` \u2014 get employee IDs\n4. `yc-bench task assign --task-id <UUID> --employee-id <UUID>` \u2014 assign employees\n5. `yc-bench task dispatch --task-id <UUID>` \u2014 start work on each assigned task\n6. `yc-bench sim resume` \u2014 advance time to collect the first task completion event\n\nDo not spend multiple turns just browsing. Accept and dispatch tasks immediately.",
"agent_output": "Executed 2 tool call(s): yc-bench market browse --required-prestige-lte 1, yc-bench employee list",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 14,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-33]\\\",\\n \\\"description\\\": \\\"Create an experimentation harness for testing prompt variations across multiple models and tasks with statistical significance testing and cost tracking.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rew",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 740517,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 6.0519,\\n \\\"data\\\": 7.5099,\\n \\\"frontend\\\": 6.7721,\\n \\\"hardware\\\": 6.2187,\\n \\\"research\\\": 4.6753,\\n \\\"system\\\": 7.0001,\\n \\\"training\\\": 7.6368\\n },\\n \\\"ac"
]
},
{
"turn": 2,
"timestamp": "2026-02-26T18:37:05.645441+00:00",
"user_input": "## Turn 2 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,075.80\n- **Runway**: ~6.6 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 3 tool call(s): yc-bench task accept --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1, yc-bench task accept --task-id a06831e7-365e-4f40-805e-beb4ecea5a81, yc-bench task accept --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f",
"commands_executed": [
"yc-bench task accept --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"86493a45-924a-40e2-931f-ce4f9e563ad1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"f0fbcd5b-d97e-428f-9fa0-234e7c39e1b7\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1\"}",
"yc-bench task accept --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"de640013-607d-40ac-ab2e-b56da00e4ad0\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id a06831e7-365e-4f40-805e-beb4ecea5a81\"}",
"yc-bench task accept --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"881867b3-011e-45e2-9c51-66d1cf6ce7aa\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f\"}"
]
},
{
"turn": 3,
"timestamp": "2026-02-26T18:37:11.441429+00:00",
"user_input": "## Turn 3 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,075.80\n- **Runway**: ~6.6 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 5 tool call(s): yc-bench task assign --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67, yc-bench task assign --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1, yc-bench task assign --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94, yc-bench task assign --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce, yc-bench task assign --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f --employee-id 69459583-5913-4a38-9520-55d6517b8108",
"commands_executed": [
"yc-bench task assign --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"86493a45-924a-40e2-931f-ce4f9e563ad1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67\"}",
"yc-bench task assign --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"86493a45-924a-40e2-931f-ce4f9e563ad1\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 86493a",
"yc-bench task assign --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94\"}",
"yc-bench task assign --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d42fe995-4c6a-4266-978d-ae9c9f1948ce\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id a06831",
"yc-bench task assign --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f --employee-id 69459583-5913-4a38-9520-55d6517b8108 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f --employee-id 69459583-5913-4a38-9520-55d6517b8108\"}"
]
},
{
"turn": 4,
"timestamp": "2026-02-26T18:37:15.743636+00:00",
"user_input": "## Turn 4 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,075.80\n- **Runway**: ~6.6 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 3 tool call(s): yc-bench task dispatch --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1, yc-bench task dispatch --task-id a06831e7-365e-4f40-805e-beb4ecea5a81, yc-bench task dispatch --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f",
"commands_executed": [
"yc-bench task dispatch --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"86493a45-924a-40e2-931f-ce4f9e563ad1\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1\"}",
"yc-bench task dispatch --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id a06831e7-365e-4f40-805e-beb4ecea5a81\"}",
"yc-bench task dispatch --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f\"}"
]
},
{
"turn": 5,
"timestamp": "2026-02-26T18:37:17.091497+00:00",
"user_input": "## Turn 5 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,075.80\n- **Runway**: ~6.6 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-03T11:14:30.729676\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"86493a45-924a-40e2-931f-ce4f9e563ad1\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_half_pro"
]
},
{
"turn": 6,
"timestamp": "2026-02-26T18:37:20.516980+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-01T09:00:00\n- new_sim_time: 2025-01-03T11:14:30.729676\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '86493a45-924a-40e2-931f-ce4f9e563ad1', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1, yc-bench task inspect --task-id a06831e7-365e-4f40-805e-beb4ecea5a81, yc-bench task inspect --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f",
"commands_executed": [
"yc-bench task inspect --task-id 86493a45-924a-40e2-931f-ce4f9e563ad1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"86493a45-924a-40e2-931f-ce4f9e563ad1\\\",\\n \\\"title\\\": \\\"Implement PII Detection and Redaction Pipeline [DATA-95]\\\",\\n \\\"description\\\": \\\"Deploy a pipeline to detect and redact personally identifiable information from training data, with audit logging and configurable redaction strategies.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4516400,\\n \\\"reward_prestige_delta\\\": 1.329,\\n \\\"skill_boost_",
"yc-bench task inspect --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare Edge Cases [DATA-2]\\\",\\n \\\"description\\\": \\\"Create a system that uses frontier LLMs to generate realistic synthetic examples for underrepresented categories in a classification dataset.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5144627,\\n \\\"reward_prestige_delta\\\": 1.005,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench task inspect --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"title\\\": \\\"Build GPU Health Monitoring and Failover System [HARDWARE-70]\\\",\\n \\\"description\\\": \\\"Implement a daemon detecting GPU memory errors, thermal throttling, and NVLink degradation, automatically draining affected nodes and redistributing workloads.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6693381,\\n \\\"reward_prestige_delta\\\": 1.022,\\n \\\""
]
},
{
"turn": 7,
"timestamp": "2026-02-26T18:37:22.175303+00:00",
"user_input": "## Turn 7 \u2014 Simulation State\n- **Current time**: 2025-01-03T11:14:30.729676\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $38,075.80\n- **Runway**: ~6.6 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-03T11:14:30.729676\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-07T13:29:01.459352\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 4516400,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"86493a45-924a-40e2-931f-ce4f9e563ad1\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 4516400,\\n \\\"bankrupt\\\": fa"
]
},
{
"turn": 8,
"timestamp": "2026-02-26T18:37:26.871691+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-03T11:14:30.729676\n- new_sim_time: 2025-01-07T13:29:01.459352\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 4516400\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '86493a45-924a-40e2-931f-ce4f9e563ad1', 'success': True, 'funds_delta': 4516400, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': 'a06831e7-365e-4f40-805e-beb4ecea5a81', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task inspect --task-id a06831e7-365e-4f40-805e-beb4ecea5a81, yc-bench task inspect --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f, yc-bench market browse --required-prestige-lte 2 --reward-min-cents 3000000",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 29516400,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 2.329,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-07T13:29:01.459352\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\"",
"yc-bench task inspect --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare Edge Cases [DATA-2]\\\",\\n \\\"description\\\": \\\"Create a system that uses frontier LLMs to generate realistic synthetic examples for underrepresented categories in a classification dataset.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5144627,\\n \\\"reward_prestige_delta\\\": 1.005,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench task inspect --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"title\\\": \\\"Build GPU Health Monitoring and Failover System [HARDWARE-70]\\\",\\n \\\"description\\\": \\\"Implement a daemon detecting GPU memory errors, thermal throttling, and NVLink degradation, automatically draining affected nodes and redistributing workloads.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6693381,\\n \\\"reward_prestige_delta\\\": 1.022,\\n \\\"",
"yc-bench market browse --required-prestige-lte 2 --reward-min-cents 3000000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 43,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"de640013-607d-40ac-ab2e-b56da00e4ad0\\\",\\n \\\"title\\\": \\\"Deploy Edge Inference for Real-Time Video Analytics [HARDWARE-1]\\\",\\n \\\"description\\\": \\\"Set up an NVIDIA Jetson-based inference node running YOLO and a lightweight LLM for on-premises real-time camera analysis with local data processing.\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_fun"
]
},
{
"turn": 9,
"timestamp": "2026-02-26T18:37:30.605302+00:00",
"user_input": "## Turn 9 \u2014 Simulation State\n- **Current time**: 2025-01-07T13:29:01.459352\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task assign --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67, yc-bench task assign --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1",
"commands_executed": [
"yc-bench task assign --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-01-07T13:29:01.459352\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d42fe995-4c6a-4266-978d-ae9c9f1948ce\\\",\\n \\\"assi",
"yc-bench task assign --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"assigned_at\\\": \\\"2025-01-07T13:29:01.459352\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id "
]
},
{
"turn": 10,
"timestamp": "2026-02-26T18:37:32.210071+00:00",
"user_input": "## Turn 10 \u2014 Simulation State\n- **Current time**: 2025-01-07T13:29:01.459352\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-07T13:29:01.459352\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-08T09:17:35.068276\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 11,
"timestamp": "2026-02-26T18:37:35.350821+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-07T13:29:01.459352\n- new_sim_time: 2025-01-08T09:17:35.068276\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'e2a2d2f3-e623-4c46-af1c-49e17db5b86f', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 2 tool call(s): yc-bench task inspect --task-id a06831e7-365e-4f40-805e-beb4ecea5a81, yc-bench task inspect --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f",
"commands_executed": [
"yc-bench task inspect --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare Edge Cases [DATA-2]\\\",\\n \\\"description\\\": \\\"Create a system that uses frontier LLMs to generate realistic synthetic examples for underrepresented categories in a classification dataset.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5144627,\\n \\\"reward_prestige_delta\\\": 1.005,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench task inspect --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"title\\\": \\\"Build GPU Health Monitoring and Failover System [HARDWARE-70]\\\",\\n \\\"description\\\": \\\"Implement a daemon detecting GPU memory errors, thermal throttling, and NVLink degradation, automatically draining affected nodes and redistributing workloads.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6693381,\\n \\\"reward_prestige_delta\\\": 1.022,\\n \\\""
]
},
{
"turn": 12,
"timestamp": "2026-02-26T18:37:37.063213+00:00",
"user_input": "## Turn 12 \u2014 Simulation State\n- **Current time**: 2025-01-08T09:17:35.068276\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-08T09:17:35.068276\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-10T15:05:11.028757\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n },"
]
},
{
"turn": 13,
"timestamp": "2026-02-26T18:37:40.271747+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-08T09:17:35.068276\n- new_sim_time: 2025-01-10T15:05:11.028757\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': 'a06831e7-365e-4f40-805e-beb4ecea5a81', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': 'e2a2d2f3-e623-4c46-af1c-49e17db5b86f', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task inspect --task-id a06831e7-365e-4f40-805e-beb4ecea5a81, yc-bench task inspect --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f, yc-bench market browse --required-prestige-lte 2 --reward-min-cents 6000000",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 29516400,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-10T15:05:11.028757\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\"",
"yc-bench task inspect --task-id a06831e7-365e-4f40-805e-beb4ecea5a81 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"a06831e7-365e-4f40-805e-beb4ecea5a81\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare Edge Cases [DATA-2]\\\",\\n \\\"description\\\": \\\"Create a system that uses frontier LLMs to generate realistic synthetic examples for underrepresented categories in a classification dataset.\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5144627,\\n \\\"reward_prestige_delta\\\": 1.005,\\n \\\"skill_boost_p",
"yc-bench task inspect --task-id e2a2d2f3-e623-4c46-af1c-49e17db5b86f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e2a2d2f3-e623-4c46-af1c-49e17db5b86f\\\",\\n \\\"title\\\": \\\"Build GPU Health Monitoring and Failover System [HARDWARE-70]\\\",\\n \\\"description\\\": \\\"Implement a daemon detecting GPU memory errors, thermal throttling, and NVLink degradation, automatically draining affected nodes and redistributing workloads.\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6693381,\\n \\\"reward_prestige_delta\\\": 1.02",
"yc-bench market browse --required-prestige-lte 2 --reward-min-cents 6000000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 21,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"de640013-607d-40ac-ab2e-b56da00e4ad0\\\",\\n \\\"title\\\": \\\"Deploy Edge Inference for Real-Time Video Analytics [HARDWARE-1]\\\",\\n \\\"description\\\": \\\"Set up an NVIDIA Jetson-based inference node running YOLO and a lightweight LLM for on-premises real-time camera analysis with local data processing.\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_fun"
]
},
{
"turn": 14,
"timestamp": "2026-02-26T18:37:43.862319+00:00",
"user_input": "## Turn 14 \u2014 Simulation State\n- **Current time**: 2025-01-10T15:05:11.028757\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id ef65ba1d-fcf2-454d-9462-7a4c333aefe0, yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703",
"commands_executed": [
"yc-bench task accept --task-id ef65ba1d-fcf2-454d-9462-7a4c333aefe0 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.324) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id ef65ba1d-fcf2-454d-9462-7a4c333aefe0\"}",
"yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.324) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703\"}"
]
},
{
"turn": 15,
"timestamp": "2026-02-26T18:37:46.134797+00:00",
"user_input": "## Turn 15 \u2014 Simulation State\n- **Current time**: 2025-01-10T15:05:11.028757\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3500000, yc-bench market browse --required-prestige-lte 1",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3500000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 9,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-33]\\\",\\n \\\"description\\\": \\\"Create an experimentation harness for testing prompt variations across multiple models and tasks with statistical significance testing and cost tracking.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewa",
"yc-bench market browse --required-prestige-lte 1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 11,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-33]\\\",\\n \\\"description\\\": \\\"Create an experimentation harness for testing prompt variations across multiple models and tasks with statistical significance testing and cost tracking.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rew"
]
},
{
"turn": 16,
"timestamp": "2026-02-26T18:37:49.110093+00:00",
"user_input": "## Turn 16 \u2014 Simulation State\n- **Current time**: 2025-01-10T15:05:11.028757\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 3 tool call(s): yc-bench task accept --task-id 27ca4558-56d7-438c-9563-34804aaab660, yc-bench task accept --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9, yc-bench task accept --task-id c2f395e9-81f3-4006-b317-109af5668d36",
"commands_executed": [
"yc-bench task accept --task-id 27ca4558-56d7-438c-9563-34804aaab660 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-10T15:05:11.028757\\\",\\n \\\"deadline\\\": \\\"2025-01-21T15:05:11.028757\\\",\\n \\\"replacement_task_id\\\": \\\"c6f4d9e8-adcb-474f-8312-05ddac0309ad\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 27ca4558-56d7-438c-9563-34804aaab660\"}",
"yc-bench task accept --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-10T15:05:11.028757\\\",\\n \\\"deadline\\\": \\\"2025-01-21T15:05:11.028757\\\",\\n \\\"replacement_task_id\\\": \\\"eb666213-3f1d-41eb-8210-23b3f1bfe9ad\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\"}",
"yc-bench task accept --task-id c2f395e9-81f3-4006-b317-109af5668d36 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c2f395e9-81f3-4006-b317-109af5668d36\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-10T15:05:11.028757\\\",\\n \\\"deadline\\\": \\\"2025-01-21T15:05:11.028757\\\",\\n \\\"replacement_task_id\\\": \\\"275c5153-af63-445d-b4ee-59539b0e9805\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id c2f395e9-81f3-4006-b317-109af5668d36\"}"
]
},
{
"turn": 17,
"timestamp": "2026-02-26T18:37:55.514846+00:00",
"user_input": "## Turn 17 \u2014 Simulation State\n- **Current time**: 2025-01-10T15:05:11.028757\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 5 tool call(s): yc-bench task assign --task-id 27ca4558-56d7-438c-9563-34804aaab660 --employee-id 69459583-5913-4a38-9520-55d6517b8108, yc-bench task assign --task-id c2f395e9-81f3-4006-b317-109af5668d36 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94, yc-bench task assign --task-id c2f395e9-81f3-4006-b317-109af5668d36 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1, yc-bench task assign --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67, yc-bench task assign --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce",
"commands_executed": [
"yc-bench task assign --task-id 27ca4558-56d7-438c-9563-34804aaab660 --employee-id 69459583-5913-4a38-9520-55d6517b8108 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T15:05:11.028757\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 27ca4558-56d7-438c-9563-34804aaab660 --employee-id 69459583-5913-4a38-9520-55d6517b8108\"}",
"yc-bench task assign --task-id c2f395e9-81f3-4006-b317-109af5668d36 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c2f395e9-81f3-4006-b317-109af5668d36\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T15:05:11.028757\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id c2f395e9-81f3-4006-b317-109af5668d36 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94\"}",
"yc-bench task assign --task-id c2f395e9-81f3-4006-b317-109af5668d36 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c2f395e9-81f3-4006-b317-109af5668d36\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T15:05:11.028757\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T15:05:11.028757\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T15:05:11.028757\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67\"}",
"yc-bench task assign --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T15:05:11.028757\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d42fe995-4c6a-4266-978d-ae9c9f1948ce\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T15:05:11.028757\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
]
},
{
"turn": 18,
"timestamp": "2026-02-26T18:37:59.294534+00:00",
"user_input": "## Turn 18 \u2014 Simulation State\n- **Current time**: 2025-01-10T15:05:11.028757\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 3 tool call(s): yc-bench task dispatch --task-id 27ca4558-56d7-438c-9563-34804aaab660, yc-bench task dispatch --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9, yc-bench task dispatch --task-id c2f395e9-81f3-4006-b317-109af5668d36",
"commands_executed": [
"yc-bench task dispatch --task-id 27ca4558-56d7-438c-9563-34804aaab660 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 27ca4558-56d7-438c-9563-34804aaab660\"}",
"yc-bench task dispatch --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\"}",
"yc-bench task dispatch --task-id c2f395e9-81f3-4006-b317-109af5668d36 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c2f395e9-81f3-4006-b317-109af5668d36\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id c2f395e9-81f3-4006-b317-109af5668d36\"}"
]
},
{
"turn": 19,
"timestamp": "2026-02-26T18:38:00.465445+00:00",
"user_input": "## Turn 19 \u2014 Simulation State\n- **Current time**: 2025-01-10T15:05:11.028757\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-10T15:05:11.028757\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-16T13:53:14.867241\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 20,
"timestamp": "2026-02-26T18:38:05.030343+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-10T15:05:11.028757\n- new_sim_time: 2025-01-16T13:53:14.867241\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '27ca4558-56d7-438c-9563-34804aaab660', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 27ca4558-56d7-438c-9563-34804aaab660, yc-bench task inspect --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9, yc-bench task inspect --task-id c2f395e9-81f3-4006-b317-109af5668d36",
"commands_executed": [
"yc-bench task inspect --task-id 27ca4558-56d7-438c-9563-34804aaab660 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-33]\\\",\\n \\\"description\\\": \\\"Create an experimentation harness for testing prompt variations across multiple models and tasks with statistical significance testing and cost tracking.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 8248373,\\n \\\"reward_prestige_delta\\\": 0.251,\\n \\\"",
"yc-bench task inspect --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"title\\\": \\\"Build Multi-GPU Training Infra with DeepSpeed [TRAINING-49]\\\",\\n \\\"description\\\": \\\"Set up distributed training using DeepSpeed ZeRO Stage 3 across an 8-node GPU cluster with checkpoint sharding and fault-tolerant resumption.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5371409,\\n \\\"reward_prestige_delta\\\": 0.657,\\n \\\"skill_boost_pct\\\": 0",
"yc-bench task inspect --task-id c2f395e9-81f3-4006-b317-109af5668d36 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c2f395e9-81f3-4006-b317-109af5668d36\\\",\\n \\\"title\\\": \\\"Create Plugin Marketplace Backend [BACKEND-4]\\\",\\n \\\"description\\\": \\\"Design the API and data model for a marketplace where third-party developers register, version, and distribute plugins for the AI platform.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4714995,\\n \\\"reward_prestige_delta\\\": 0.242,\\n \\\"skill_boost_pct\\\": 0.1186,\\n \\\"acce"
]
},
{
"turn": 21,
"timestamp": "2026-02-26T18:38:06.569172+00:00",
"user_input": "## Turn 21 \u2014 Simulation State\n- **Current time**: 2025-01-16T13:53:14.867241\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-16T13:53:14.867241\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-16T15:19:30.341596\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"c2f395e9-81f3-4006-b317-109af5668d36\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 22,
"timestamp": "2026-02-26T18:38:10.179857+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-16T13:53:14.867241\n- new_sim_time: 2025-01-16T15:19:30.341596\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'c2f395e9-81f3-4006-b317-109af5668d36', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 27ca4558-56d7-438c-9563-34804aaab660, yc-bench task inspect --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9, yc-bench task inspect --task-id c2f395e9-81f3-4006-b317-109af5668d36",
"commands_executed": [
"yc-bench task inspect --task-id 27ca4558-56d7-438c-9563-34804aaab660 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-33]\\\",\\n \\\"description\\\": \\\"Create an experimentation harness for testing prompt variations across multiple models and tasks with statistical significance testing and cost tracking.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 8248373,\\n \\\"reward_prestige_delta\\\": 0.251,\\n \\\"",
"yc-bench task inspect --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"title\\\": \\\"Build Multi-GPU Training Infra with DeepSpeed [TRAINING-49]\\\",\\n \\\"description\\\": \\\"Set up distributed training using DeepSpeed ZeRO Stage 3 across an 8-node GPU cluster with checkpoint sharding and fault-tolerant resumption.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5371409,\\n \\\"reward_prestige_delta\\\": 0.657,\\n \\\"skill_boost_pct\\\": 0",
"yc-bench task inspect --task-id c2f395e9-81f3-4006-b317-109af5668d36 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c2f395e9-81f3-4006-b317-109af5668d36\\\",\\n \\\"title\\\": \\\"Create Plugin Marketplace Backend [BACKEND-4]\\\",\\n \\\"description\\\": \\\"Design the API and data model for a marketplace where third-party developers register, version, and distribute plugins for the AI platform.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4714995,\\n \\\"reward_prestige_delta\\\": 0.242,\\n \\\"skill_boost_pct\\\": 0.1186,\\n \\\"acce"
]
},
{
"turn": 23,
"timestamp": "2026-02-26T18:38:12.097744+00:00",
"user_input": "## Turn 23 \u2014 Simulation State\n- **Current time**: 2025-01-16T15:19:30.341596\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-16T15:19:30.341596\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-21T17:42:29.498459\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 24,
"timestamp": "2026-02-26T18:38:16.841962+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-16T15:19:30.341596\n- new_sim_time: 2025-01-21T17:42:29.498459\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '5f81ebb8-3320-4e3a-b1cf-2000b559e9b9', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task inspect --task-id 27ca4558-56d7-438c-9563-34804aaab660, yc-bench task inspect --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9, yc-bench task inspect --task-id c2f395e9-81f3-4006-b317-109af5668d36, yc-bench company status",
"commands_executed": [
"yc-bench task inspect --task-id 27ca4558-56d7-438c-9563-34804aaab660 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-33]\\\",\\n \\\"description\\\": \\\"Create an experimentation harness for testing prompt variations across multiple models and tasks with statistical significance testing and cost tracking.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 8248373,\\n \\\"reward_prestige_delta\\\": 0.251,\\n \\\"",
"yc-bench task inspect --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"title\\\": \\\"Build Multi-GPU Training Infra with DeepSpeed [TRAINING-49]\\\",\\n \\\"description\\\": \\\"Set up distributed training using DeepSpeed ZeRO Stage 3 across an 8-node GPU cluster with checkpoint sharding and fault-tolerant resumption.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5371409,\\n \\\"reward_prestige_delta\\\": 0.657,\\n \\\"skill_boost_pct\\\": 0",
"yc-bench task inspect --task-id c2f395e9-81f3-4006-b317-109af5668d36 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c2f395e9-81f3-4006-b317-109af5668d36\\\",\\n \\\"title\\\": \\\"Create Plugin Marketplace Backend [BACKEND-4]\\\",\\n \\\"description\\\": \\\"Design the API and data model for a marketplace where third-party developers register, version, and distribute plugins for the AI platform.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4714995,\\n \\\"reward_prestige_delta\\\": 0.242,\\n \\\"skill_boost_pct\\\": 0.1186,\\n \\\"acce",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 29516400,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-21T17:42:29.498459\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\""
]
},
{
"turn": 25,
"timestamp": "2026-02-26T18:38:18.810448+00:00",
"user_input": "## Turn 25 \u2014 Simulation State\n- **Current time**: 2025-01-21T17:42:29.498459\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-21T17:42:29.498459\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-22T12:41:18.705724\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"27ca4558-56d7-438c-9563-34804aaab660\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n },"
]
},
{
"turn": 26,
"timestamp": "2026-02-26T18:38:23.010349+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-21T17:42:29.498459\n- new_sim_time: 2025-01-22T12:41:18.705724\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '27ca4558-56d7-438c-9563-34804aaab660', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': 'c2f395e9-81f3-4006-b317-109af5668d36', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9, yc-bench company status, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3500000",
"commands_executed": [
"yc-bench task inspect --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"title\\\": \\\"Build Multi-GPU Training Infra with DeepSpeed [TRAINING-49]\\\",\\n \\\"description\\\": \\\"Set up distributed training using DeepSpeed ZeRO Stage 3 across an 8-node GPU cluster with checkpoint sharding and fault-tolerant resumption.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5371409,\\n \\\"reward_prestige_delta\\\": 0.657,\\n \\\"skill_boost_pct\\\": 0",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 29516400,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-22T12:41:18.705724\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\"",
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3500000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 6,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-13]\\\",\\n \\\"description\\\": \\\"Evaluate and migrate bursty inference workloads to serverless GPU providers, benchmarking cold-start latency against always-on instances.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5095985,"
]
},
{
"turn": 27,
"timestamp": "2026-02-26T18:38:26.255528+00:00",
"user_input": "## Turn 27 \u2014 Simulation State\n- **Current time**: 2025-01-22T12:41:18.705724\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id e5a5e729-f129-4b11-af43-960586db8c66, yc-bench task accept --task-id 3de146cc-386f-47b1-b450-754e60547b98",
"commands_executed": [
"yc-bench task accept --task-id e5a5e729-f129-4b11-af43-960586db8c66 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-22T12:41:18.705724\\\",\\n \\\"deadline\\\": \\\"2025-02-05T12:41:18.705724\\\",\\n \\\"replacement_task_id\\\": \\\"5528b2f8-793c-4e17-87ac-ff4db4d33802\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id e5a5e729-f129-4b11-af43-960586db8c66\"}",
"yc-bench task accept --task-id 3de146cc-386f-47b1-b450-754e60547b98 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-22T12:41:18.705724\\\",\\n \\\"deadline\\\": \\\"2025-01-31T12:41:18.705724\\\",\\n \\\"replacement_task_id\\\": \\\"614127e6-87e7-4f81-80d0-5db6c326a994\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 3de146cc-386f-47b1-b450-754e60547b98\"}"
]
},
{
"turn": 28,
"timestamp": "2026-02-26T18:38:33.124446+00:00",
"user_input": "## Turn 28 \u2014 Simulation State\n- **Current time**: 2025-01-22T12:41:18.705724\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 5 tool call(s): yc-bench task assign --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 --employee-id 69459583-5913-4a38-9520-55d6517b8108, yc-bench task assign --task-id 3de146cc-386f-47b1-b450-754e60547b98 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94, yc-bench task assign --task-id 3de146cc-386f-47b1-b450-754e60547b98 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1, yc-bench task assign --task-id e5a5e729-f129-4b11-af43-960586db8c66 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67, yc-bench task assign --task-id e5a5e729-f129-4b11-af43-960586db8c66 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce",
"commands_executed": [
"yc-bench task assign --task-id 5f81ebb8-3320-4e3a-b1cf-2000b559e9b9 --employee-id 69459583-5913-4a38-9520-55d6517b8108 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-01-10T15:05:11.028757\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T12:41:18.705724\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d42fe995-4c6a-4266-978d-ae9c9f1948ce\\\",\\n ",
"yc-bench task assign --task-id 3de146cc-386f-47b1-b450-754e60547b98 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T12:41:18.705724\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 3de146cc-386f-47b1-b450-754e60547b98 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94\"}",
"yc-bench task assign --task-id 3de146cc-386f-47b1-b450-754e60547b98 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T12:41:18.705724\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T12:41:18.705724\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id e5a5e729-f129-4b11-af43-960586db8c66 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T12:41:18.705724\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id e5a5e729-f129-4b11-af43-960586db8c66 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67\"}",
"yc-bench task assign --task-id e5a5e729-f129-4b11-af43-960586db8c66 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T12:41:18.705724\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d42fe995-4c6a-4266-978d-ae9c9f1948ce\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T12:41:18.705724\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
]
},
{
"turn": 29,
"timestamp": "2026-02-26T18:38:37.495535+00:00",
"user_input": "## Turn 29 \u2014 Simulation State\n- **Current time**: 2025-01-22T12:41:18.705724\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task dispatch --task-id 3de146cc-386f-47b1-b450-754e60547b98, yc-bench task dispatch --task-id e5a5e729-f129-4b11-af43-960586db8c66",
"commands_executed": [
"yc-bench task dispatch --task-id 3de146cc-386f-47b1-b450-754e60547b98 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 3de146cc-386f-47b1-b450-754e60547b98\"}",
"yc-bench task dispatch --task-id e5a5e729-f129-4b11-af43-960586db8c66 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id e5a5e729-f129-4b11-af43-960586db8c66\"}"
]
},
{
"turn": 30,
"timestamp": "2026-02-26T18:38:39.777651+00:00",
"user_input": "## Turn 30 \u2014 Simulation State\n- **Current time**: 2025-01-22T12:41:18.705724\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-22T12:41:18.705724\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-23T16:05:46.985509\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"5f81ebb8-3320-4e3a-b1cf-2000b559e9b9\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 31,
"timestamp": "2026-02-26T18:38:43.710217+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-22T12:41:18.705724\n- new_sim_time: 2025-01-23T16:05:46.985509\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '5f81ebb8-3320-4e3a-b1cf-2000b559e9b9', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task inspect --task-id 3de146cc-386f-47b1-b450-754e60547b98, yc-bench task inspect --task-id e5a5e729-f129-4b11-af43-960586db8c66, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4000000",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 29516400,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-23T16:05:46.985509\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\"",
"yc-bench task inspect --task-id 3de146cc-386f-47b1-b450-754e60547b98 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"title\\\": \\\"Develop Novel Chunking Strategies for Technical RAG [RESEARCH-73]\\\",\\n \\\"description\\\": \\\"Research and benchmark alternative document chunking methods\\\\u2014semantic, AST-aware, sliding window\\\\u2014specifically for API documentation and code repositories.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5080860,\\n \\\"reward_prestige_delta\\\": 0",
"yc-bench task inspect --task-id e5a5e729-f129-4b11-af43-960586db8c66 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-13]\\\",\\n \\\"description\\\": \\\"Evaluate and migrate bursty inference workloads to serverless GPU providers, benchmarking cold-start latency against always-on instances.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5095985,\\n \\\"reward_prestige_delta\\\": 0.505,\\n \\\"skill_boost_pct\\\": 0.029,\\",
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4000000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 3,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-1]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_"
]
},
{
"turn": 32,
"timestamp": "2026-02-26T18:38:47.199051+00:00",
"user_input": "## Turn 32 \u2014 Simulation State\n- **Current time**: 2025-01-23T16:05:46.985509\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench task accept --task-id 55770134-b7ba-4332-8b35-e676883e2cbe",
"commands_executed": [
"yc-bench task accept --task-id 55770134-b7ba-4332-8b35-e676883e2cbe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"55770134-b7ba-4332-8b35-e676883e2cbe\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-23T16:05:46.985509\\\",\\n \\\"deadline\\\": \\\"2025-02-03T16:05:46.985509\\\",\\n \\\"replacement_task_id\\\": \\\"de10fcdc-ed1b-439f-b5ec-bebae91c42f7\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 55770134-b7ba-4332-8b35-e676883e2cbe\"}"
]
},
{
"turn": 33,
"timestamp": "2026-02-26T18:38:50.268116+00:00",
"user_input": "## Turn 33 \u2014 Simulation State\n- **Current time**: 2025-01-23T16:05:46.985509\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 1\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench employee list, yc-bench task inspect --task-id 55770134-b7ba-4332-8b35-e676883e2cbe",
"commands_executed": [
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 747922,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 6.0519,\\n \\\"data\\\": 8.2887,\\n \\\"frontend\\\": 6.7721,\\n \\\"hardware\\\": 6.2187,\\n \\\"research\\\": 4.6753,\\n \\\"system\\\": 7.0001,\\n \\\"training\\\": 7.6368\\n },\\n \\\"ac",
"yc-bench task inspect --task-id 55770134-b7ba-4332-8b35-e676883e2cbe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"55770134-b7ba-4332-8b35-e676883e2cbe\\\",\\n \\\"title\\\": \\\"Implement Dynamic Batching for Inference Requests [HARDWARE-3]\\\",\\n \\\"description\\\": \\\"Build a request batching layer that groups incoming requests by sequence length and priority, maximizing GPU utilization within per-request latency SLAs.\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4108322,\\n \\\"reward_prestige_delta\\\": 0.036,\\n \\\"skil"
]
},
{
"turn": 34,
"timestamp": "2026-02-26T18:38:53.400779+00:00",
"user_input": "## Turn 34 \u2014 Simulation State\n- **Current time**: 2025-01-23T16:05:46.985509\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 1\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task assign --task-id 55770134-b7ba-4332-8b35-e676883e2cbe --employee-id 69459583-5913-4a38-9520-55d6517b8108, yc-bench task dispatch --task-id 55770134-b7ba-4332-8b35-e676883e2cbe",
"commands_executed": [
"yc-bench task assign --task-id 55770134-b7ba-4332-8b35-e676883e2cbe --employee-id 69459583-5913-4a38-9520-55d6517b8108 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"55770134-b7ba-4332-8b35-e676883e2cbe\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-01-23T16:05:46.985509\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 55770134-b7ba-4332-8b35-e676883e2cbe --employee-id 69459583-5913-4a38-9520-55d6517b8108\"}",
"yc-bench task dispatch --task-id 55770134-b7ba-4332-8b35-e676883e2cbe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"55770134-b7ba-4332-8b35-e676883e2cbe\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 55770134-b7ba-4332-8b35-e676883e2cbe\"}"
]
},
{
"turn": 35,
"timestamp": "2026-02-26T18:38:55.886075+00:00",
"user_input": "## Turn 35 \u2014 Simulation State\n- **Current time**: 2025-01-23T16:05:46.985509\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-23T16:05:46.985509\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-29T11:46:08.769891\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 36,
"timestamp": "2026-02-26T18:39:01.454405+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-23T16:05:46.985509\n- new_sim_time: 2025-01-29T11:46:08.769891\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '3de146cc-386f-47b1-b450-754e60547b98', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task inspect --task-id 3de146cc-386f-47b1-b450-754e60547b98, yc-bench task inspect --task-id e5a5e729-f129-4b11-af43-960586db8c66, yc-bench task inspect --task-id 55770134-b7ba-4332-8b35-e676883e2cbe, yc-bench company status",
"commands_executed": [
"yc-bench task inspect --task-id 3de146cc-386f-47b1-b450-754e60547b98 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"title\\\": \\\"Develop Novel Chunking Strategies for Technical RAG [RESEARCH-73]\\\",\\n \\\"description\\\": \\\"Research and benchmark alternative document chunking methods\\\\u2014semantic, AST-aware, sliding window\\\\u2014specifically for API documentation and code repositories.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5080860,\\n \\\"reward_prestige_delta\\\": 0",
"yc-bench task inspect --task-id e5a5e729-f129-4b11-af43-960586db8c66 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-13]\\\",\\n \\\"description\\\": \\\"Evaluate and migrate bursty inference workloads to serverless GPU providers, benchmarking cold-start latency against always-on instances.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5095985,\\n \\\"reward_prestige_delta\\\": 0.505,\\n \\\"skill_boost_pct\\\": 0.029,\\",
"yc-bench task inspect --task-id 55770134-b7ba-4332-8b35-e676883e2cbe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"55770134-b7ba-4332-8b35-e676883e2cbe\\\",\\n \\\"title\\\": \\\"Implement Dynamic Batching for Inference Requests [HARDWARE-3]\\\",\\n \\\"description\\\": \\\"Build a request batching layer that groups incoming requests by sequence length and priority, maximizing GPU utilization within per-request latency SLAs.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4108322,\\n \\\"reward_prestige_delta\\\": 0.036,\\n \\\"skill",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 29516400,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-29T11:46:08.769891\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\""
]
},
{
"turn": 37,
"timestamp": "2026-02-26T18:39:02.997855+00:00",
"user_input": "## Turn 37 \u2014 Simulation State\n- **Current time**: 2025-01-29T11:46:08.769891\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-29T11:46:08.769891\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-30T09:11:04.043463\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 38,
"timestamp": "2026-02-26T18:39:07.440249+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-29T11:46:08.769891\n- new_sim_time: 2025-01-30T09:11:04.043463\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'e5a5e729-f129-4b11-af43-960586db8c66', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task inspect --task-id 3de146cc-386f-47b1-b450-754e60547b98, yc-bench task inspect --task-id e5a5e729-f129-4b11-af43-960586db8c66, yc-bench task inspect --task-id 55770134-b7ba-4332-8b35-e676883e2cbe, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4500000",
"commands_executed": [
"yc-bench task inspect --task-id 3de146cc-386f-47b1-b450-754e60547b98 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"title\\\": \\\"Develop Novel Chunking Strategies for Technical RAG [RESEARCH-73]\\\",\\n \\\"description\\\": \\\"Research and benchmark alternative document chunking methods\\\\u2014semantic, AST-aware, sliding window\\\\u2014specifically for API documentation and code repositories.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5080860,\\n \\\"reward_prestige_delta\\\": 0",
"yc-bench task inspect --task-id e5a5e729-f129-4b11-af43-960586db8c66 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-13]\\\",\\n \\\"description\\\": \\\"Evaluate and migrate bursty inference workloads to serverless GPU providers, benchmarking cold-start latency against always-on instances.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5095985,\\n \\\"reward_prestige_delta\\\": 0.505,\\n \\\"skill_boost_pct\\\": 0.029,\\",
"yc-bench task inspect --task-id 55770134-b7ba-4332-8b35-e676883e2cbe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"55770134-b7ba-4332-8b35-e676883e2cbe\\\",\\n \\\"title\\\": \\\"Implement Dynamic Batching for Inference Requests [HARDWARE-3]\\\",\\n \\\"description\\\": \\\"Build a request batching layer that groups incoming requests by sequence length and priority, maximizing GPU utilization within per-request latency SLAs.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4108322,\\n \\\"reward_prestige_delta\\\": 0.036,\\n \\\"skill",
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4500000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 1,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-1]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_"
]
},
{
"turn": 39,
"timestamp": "2026-02-26T18:39:09.056125+00:00",
"user_input": "## Turn 39 \u2014 Simulation State\n- **Current time**: 2025-01-30T09:11:04.043463\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-30T09:11:04.043463\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-31T15:26:49.605668\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"55770134-b7ba-4332-8b35-e676883e2cbe\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 40,
"timestamp": "2026-02-26T18:39:12.906445+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-30T09:11:04.043463\n- new_sim_time: 2025-01-31T15:26:49.605668\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '55770134-b7ba-4332-8b35-e676883e2cbe', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task inspect --task-id 3de146cc-386f-47b1-b450-754e60547b98, yc-bench task inspect --task-id e5a5e729-f129-4b11-af43-960586db8c66, yc-bench task inspect --task-id 55770134-b7ba-4332-8b35-e676883e2cbe, yc-bench company status",
"commands_executed": [
"yc-bench task inspect --task-id 3de146cc-386f-47b1-b450-754e60547b98 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"title\\\": \\\"Develop Novel Chunking Strategies for Technical RAG [RESEARCH-73]\\\",\\n \\\"description\\\": \\\"Research and benchmark alternative document chunking methods\\\\u2014semantic, AST-aware, sliding window\\\\u2014specifically for API documentation and code repositories.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5080860,\\n \\\"reward_prestige_delta\\\": 0",
"yc-bench task inspect --task-id e5a5e729-f129-4b11-af43-960586db8c66 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"e5a5e729-f129-4b11-af43-960586db8c66\\\",\\n \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-13]\\\",\\n \\\"description\\\": \\\"Evaluate and migrate bursty inference workloads to serverless GPU providers, benchmarking cold-start latency against always-on instances.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5095985,\\n \\\"reward_prestige_delta\\\": 0.505,\\n \\\"skill_boost_pct\\\": 0.029,\\",
"yc-bench task inspect --task-id 55770134-b7ba-4332-8b35-e676883e2cbe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"55770134-b7ba-4332-8b35-e676883e2cbe\\\",\\n \\\"title\\\": \\\"Implement Dynamic Batching for Inference Requests [HARDWARE-3]\\\",\\n \\\"description\\\": \\\"Build a request batching layer that groups incoming requests by sequence length and priority, maximizing GPU utilization within per-request latency SLAs.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4108322,\\n \\\"reward_prestige_delta\\\": 0.036,\\n \\\"skill",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 29516400,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-31T15:26:49.605668\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\""
]
},
{
"turn": 41,
"timestamp": "2026-02-26T18:39:14.612274+00:00",
"user_input": "## Turn 41 \u2014 Simulation State\n- **Current time**: 2025-01-31T15:26:49.605668\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $295,164.00 (29516400 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~7.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-31T15:26:49.605668\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-05T16:50:58.836576\\\",\\n \\\"events_processed\\\": 3,\\n \\\"payrolls_applied\\\": 1,\\n \\\"balance_delta\\\": -3821395,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"3de146cc-386f-47b1-b450-754e60547b98\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\"
]
},
{
"turn": 42,
"timestamp": "2026-02-26T18:39:17.439516+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-31T15:26:49.605668\n- new_sim_time: 2025-02-05T16:50:58.836576\n- checkpoint_event_type: task_completed\n- events_processed: 3\n- payrolls_applied: 1\n- balance_delta: -3821395\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 3\n- wake_event: {'type': 'task_completed', 'task_id': '3de146cc-386f-47b1-b450-754e60547b98', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': 'e5a5e729-f129-4b11-af43-960586db8c66', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '55770134-b7ba-4332-8b35-e676883e2cbe', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3000000, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25695005,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-05T16:50:58.836576\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\"",
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3000000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 3,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-1]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 747922,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 6.0519,\\n \\\"data\\\": 8.2887,\\n \\\"frontend\\\": 6.7721,\\n \\\"hardware\\\": 6.2187,\\n \\\"research\\\": 4.6753,\\n \\\"system\\\": 7.0001,\\n \\\"training\\\": 7.6368\\n },\\n \\\"ac"
]
},
{
"turn": 43,
"timestamp": "2026-02-26T18:39:22.333698+00:00",
"user_input": "## Turn 43 \u2014 Simulation State\n- **Current time**: 2025-02-05T16:50:58.836576\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $256,950.05 (25695005 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~6.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 3 tool call(s): yc-bench task accept --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b, yc-bench task accept --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859, yc-bench task accept --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d",
"commands_executed": [
"yc-bench task accept --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-05T16:50:58.836576\\\",\\n \\\"deadline\\\": \\\"2025-02-18T16:50:58.836576\\\",\\n \\\"replacement_task_id\\\": \\\"71a32dac-5d14-475d-877b-0bc843595080\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b\"}",
"yc-bench task accept --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-05T16:50:58.836576\\\",\\n \\\"deadline\\\": \\\"2025-02-19T16:50:58.836576\\\",\\n \\\"replacement_task_id\\\": \\\"fca9188a-e552-4616-8aa9-545087424433\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859\"}",
"yc-bench task accept --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-05T16:50:58.836576\\\",\\n \\\"deadline\\\": \\\"2025-02-18T16:50:58.836576\\\",\\n \\\"replacement_task_id\\\": \\\"1bbefdbd-3b93-46a0-b05f-a5ecb3de2c76\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d\"}"
]
},
{
"turn": 44,
"timestamp": "2026-02-26T18:39:32.510778+00:00",
"user_input": "## Turn 44 \u2014 Simulation State\n- **Current time**: 2025-02-05T16:50:58.836576\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $256,950.05 (25695005 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~6.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 8 tool call(s): yc-bench task assign --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b --employee-id 69459583-5913-4a38-9520-55d6517b8108, yc-bench task assign --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1, yc-bench task assign --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67, yc-bench task assign --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce, yc-bench task assign --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94, yc-bench task dispatch --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b, yc-bench task dispatch --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859, yc-bench task dispatch --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d",
"commands_executed": [
"yc-bench task assign --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b --employee-id 69459583-5913-4a38-9520-55d6517b8108 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b --employee-id 69459583-5913-4a38-9520-55d6517b8108\"}",
"yc-bench task assign --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67\"}",
"yc-bench task assign --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d42fe995-4c6a-4266-978d-ae9c9f1948ce\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94\"}",
"yc-bench task dispatch --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b\"}",
"yc-bench task dispatch --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859\"}",
"yc-bench task dispatch --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d\"}"
]
},
{
"turn": 45,
"timestamp": "2026-02-26T18:39:34.987211+00:00",
"user_input": "## Turn 45 \u2014 Simulation State\n- **Current time**: 2025-02-05T16:50:58.836576\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $256,950.05 (25695005 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~6.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-05T16:50:58.836576\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-11T12:44:16.771830\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 46,
"timestamp": "2026-02-26T18:39:40.514229+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-05T16:50:58.836576\n- new_sim_time: 2025-02-11T12:44:16.771830\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '4aa49431-0121-4ca6-a0b2-0392053cdc4b', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench task inspect --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b, yc-bench task inspect --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859, yc-bench task inspect --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d, yc-bench company status",
"commands_executed": [
"yc-bench task inspect --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-123]\\\",\\n \\\"description\\\": \\\"Set up zero-downtime model swaps for a vLLM serving cluster with automated rollback triggered by latency and error-rate thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3915958,\\n \\\"reward_prestige_delta\\\": 0.846,\\n \\\"skill_boost_pct\\\": 0.0578,\\n ",
"yc-bench task inspect --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-1]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5020695,\\n \\\"reward_prestige_delta\\\": 0.143,\\n \\\"skill_boo",
"yc-bench task inspect --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"title\\\": \\\"Build Multi-Tenant LLM Gateway with Rate Limiting [BACKEND-28]\\\",\\n \\\"description\\\": \\\"Implement an API gateway that proxies requests to multiple LLM providers, enforces per-tenant rate limits, tracks usage, and handles automatic failover.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4230213,\\n \\\"reward_prestige_delta\\\": 0.039,\\n \\\"skill_",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25695005,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-11T12:44:16.771830\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\""
]
},
{
"turn": 47,
"timestamp": "2026-02-26T18:39:43.831809+00:00",
"user_input": "## Turn 47 \u2014 Simulation State\n- **Current time**: 2025-02-11T12:44:16.771830\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $256,950.05 (25695005 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~6.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task assign --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1, yc-bench task assign --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d --employee-id 69459583-5913-4a38-9520-55d6517b8108",
"commands_executed": [
"yc-bench task assign --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"assigned_at\\\": \\\"2025-02-11T12:44:16.771830\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --t",
"yc-bench task assign --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d --employee-id 69459583-5913-4a38-9520-55d6517b8108 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-02-05T16:50:58.836576\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-02-11T12:44:16.771830\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n "
]
},
{
"turn": 48,
"timestamp": "2026-02-26T18:39:46.902051+00:00",
"user_input": "## Turn 48 \u2014 Simulation State\n- **Current time**: 2025-02-11T12:44:16.771830\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $256,950.05 (25695005 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~6.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-11T12:44:16.771830\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-11T17:16:22.457974\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 49,
"timestamp": "2026-02-26T18:39:51.859708+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-11T12:44:16.771830\n- new_sim_time: 2025-02-11T17:16:22.457974\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '21c6438b-9d03-4a31-b555-db0ab8ae818d', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b, yc-bench task inspect --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859, yc-bench task inspect --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d",
"commands_executed": [
"yc-bench task inspect --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-123]\\\",\\n \\\"description\\\": \\\"Set up zero-downtime model swaps for a vLLM serving cluster with automated rollback triggered by latency and error-rate thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3915958,\\n \\\"reward_prestige_delta\\\": 0.846,\\n \\\"skill_boost_pct\\\": 0.0578,\\n ",
"yc-bench task inspect --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-1]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5020695,\\n \\\"reward_prestige_delta\\\": 0.143,\\n \\\"skill_boo",
"yc-bench task inspect --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"title\\\": \\\"Build Multi-Tenant LLM Gateway with Rate Limiting [BACKEND-28]\\\",\\n \\\"description\\\": \\\"Implement an API gateway that proxies requests to multiple LLM providers, enforces per-tenant rate limits, tracks usage, and handles automatic failover.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4230213,\\n \\\"reward_prestige_delta\\\": 0.039,\\n \\\"skill_"
]
},
{
"turn": 50,
"timestamp": "2026-02-26T18:39:54.727654+00:00",
"user_input": "## Turn 50 \u2014 Simulation State\n- **Current time**: 2025-02-11T17:16:22.457974\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $256,950.05 (25695005 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~6.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-11T17:16:22.457974\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-13T16:07:55.085503\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 51,
"timestamp": "2026-02-26T18:39:58.562625+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-11T17:16:22.457974\n- new_sim_time: 2025-02-13T16:07:55.085503\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'ba14e1f6-1955-46bb-8f99-e8268f66b859', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b, yc-bench task inspect --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859, yc-bench task inspect --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d",
"commands_executed": [
"yc-bench task inspect --task-id 4aa49431-0121-4ca6-a0b2-0392053cdc4b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-123]\\\",\\n \\\"description\\\": \\\"Set up zero-downtime model swaps for a vLLM serving cluster with automated rollback triggered by latency and error-rate thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3915958,\\n \\\"reward_prestige_delta\\\": 0.846,\\n \\\"skill_boost_pct\\\": 0.0578,\\n ",
"yc-bench task inspect --task-id ba14e1f6-1955-46bb-8f99-e8268f66b859 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"ba14e1f6-1955-46bb-8f99-e8268f66b859\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-1]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 5020695,\\n \\\"reward_prestige_delta\\\": 0.143,\\n \\\"skill_boo",
"yc-bench task inspect --task-id 21c6438b-9d03-4a31-b555-db0ab8ae818d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"21c6438b-9d03-4a31-b555-db0ab8ae818d\\\",\\n \\\"title\\\": \\\"Build Multi-Tenant LLM Gateway with Rate Limiting [BACKEND-28]\\\",\\n \\\"description\\\": \\\"Implement an API gateway that proxies requests to multiple LLM providers, enforces per-tenant rate limits, tracks usage, and handles automatic failover.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4230213,\\n \\\"reward_prestige_delta\\\": 0.039,\\n \\\"skill_"
]
},
{
"turn": 52,
"timestamp": "2026-02-26T18:40:00.232672+00:00",
"user_input": "## Turn 52 \u2014 Simulation State\n- **Current time**: 2025-02-13T16:07:55.085503\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $256,950.05 (25695005 cents)\n- **Monthly payroll**: $38,213.95\n- **Runway**: ~6.7 months\n- **Employees**: 5\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-13T16:07:55.085503\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-17T10:34:08.637053\\\",\\n \\\"events_processed\\\": 3,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 13166866,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"4aa49431-0121-4ca6-a0b2-0392053cdc4b\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 3915958,\\n \\\"bankrupt\\\": f"
]
},
{
"turn": 53,
"timestamp": "2026-02-26T18:40:05.621203+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-13T16:07:55.085503\n- new_sim_time: 2025-02-17T10:34:08.637053\n- checkpoint_event_type: task_completed\n- events_processed: 3\n- payrolls_applied: 0\n- balance_delta: 13166866\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 3\n- wake_event: {'type': 'task_completed', 'task_id': '4aa49431-0121-4ca6-a0b2-0392053cdc4b', 'success': True, 'funds_delta': 3915958, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': 'ba14e1f6-1955-46bb-8f99-e8268f66b859', 'success': True, 'funds_delta': 5020695, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '21c6438b-9d03-4a31-b555-db0ab8ae818d', 'success': True, 'funds_delta': 4230213, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --reward-min-cents 4500000 --limit 50, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 38861871,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.039,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.039,\\n \\\"hardware\\\": 1.846,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.989,\\n \\\"training\\\": 1.143\\n },\\n \\\"sim_time\\\": \\\"2025-02-17T10:34:08.637053\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\",
"yc-bench market browse --reward-min-cents 4500000 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 126,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"10adb1cd-cd53-4ad9-b869-632cf52ab403\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare Edge Cases [DATA-47]\\\",\\n \\\"description\\\": \\\"Create a system that uses frontier LLMs to generate realistic synthetic examples for underrepresented categories in a classification dataset.\\\",\\n \\\"required_prestige\\\": 6,\\n \\\"reward_funds_cents\\\": ",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 762955,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 7.1842,\\n \\\"data\\\": 8.2887,\\n \\\"frontend\\\": 8.0392,\\n \\\"hardware\\\": 6.5781,\\n \\\"research\\\": 4.6753,\\n \\\"system\\\": 7.4047,\\n \\\"training\\\": 7.6368\\n },\\n \\\"ac"
]
},
{
"turn": 54,
"timestamp": "2026-02-26T18:40:10.705967+00:00",
"user_input": "## Turn 54 \u2014 Simulation State\n- **Current time**: 2025-02-17T10:34:08.637053\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 3 tool call(s): yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703, yc-bench task accept --task-id de640013-607d-40ac-ab2e-b56da00e4ad0, yc-bench task accept --task-id 505866b3-4392-49c7-9f11-67d71e8c034d",
"commands_executed": [
"yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.989) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703\"}",
"yc-bench task accept --task-id de640013-607d-40ac-ab2e-b56da00e4ad0 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.989) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id de640013-607d-40ac-ab2e-b56da00e4ad0\"}",
"yc-bench task accept --task-id 505866b3-4392-49c7-9f11-67d71e8c034d -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.989) does not meet task requirement (3).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 505866b3-4392-49c7-9f11-67d71e8c034d\"}"
]
},
{
"turn": 55,
"timestamp": "2026-02-26T18:40:14.508038+00:00",
"user_input": "## Turn 55 \u2014 Simulation State\n- **Current time**: 2025-02-17T10:34:08.637053\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1.99 --reward-min-cents 4000000 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1.99 --reward-min-cents 4000000 --limit 50 -> {\"ok\": false, \"exit_code\": 2, \"stdout\": \"\", \"stderr\": \"Usage: yc-bench market browse [OPTIONS]\\nTry 'yc-bench market browse --help' for help.\\n\\u256d\\u2500 Error \\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u"
]
},
{
"turn": 56,
"timestamp": "2026-02-26T18:40:16.585779+00:00",
"user_input": "## Turn 56 \u2014 Simulation State\n- **Current time**: 2025-02-17T10:34:08.637053\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4000000 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4000000 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4000000 --limit 50\"}"
]
},
{
"turn": 57,
"timestamp": "2026-02-26T18:40:18.838588+00:00",
"user_input": "## Turn 57 \u2014 Simulation State\n- **Current time**: 2025-02-17T10:34:08.637053\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 2,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"title\\\": \\\"Fine-Tune Llama-3 8B for Domain-Specific Support [TRAINING-18]\\\",\\n \\\"description\\\": \\\"Run supervised fine-tuning on 50K curated customer support conversations using QLoRA, targeting 15% accuracy improvement over the base model.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\":"
]
},
{
"turn": 58,
"timestamp": "2026-02-26T18:40:21.657949+00:00",
"user_input": "## Turn 58 \u2014 Simulation State\n- **Current time**: 2025-02-17T10:34:08.637053\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861, yc-bench task accept --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969",
"commands_executed": [
"yc-bench task accept --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-17T10:34:08.637053\\\",\\n \\\"deadline\\\": \\\"2025-03-03T10:34:08.637053\\\",\\n \\\"replacement_task_id\\\": \\\"9324320c-21fc-41ca-9f59-c0946328ceb1\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861\"}",
"yc-bench task accept --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-17T10:34:08.637053\\\",\\n \\\"deadline\\\": \\\"2025-02-26T10:34:08.637053\\\",\\n \\\"replacement_task_id\\\": \\\"dab443c1-be64-47fb-b22d-f56497c8e3c9\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969\"}"
]
},
{
"turn": 59,
"timestamp": "2026-02-26T18:40:30.494085+00:00",
"user_input": "## Turn 59 \u2014 Simulation State\n- **Current time**: 2025-02-17T10:34:08.637053\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 7 tool call(s): yc-bench task assign --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 --employee-id 69459583-5913-4a38-9520-55d6517b8108, yc-bench task assign --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1, yc-bench task assign --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67, yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94, yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce, yc-bench task dispatch --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861, yc-bench task dispatch --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969",
"commands_executed": [
"yc-bench task assign --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 --employee-id 69459583-5913-4a38-9520-55d6517b8108 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 --employee-id 69459583-5913-4a38-9520-55d6517b8108\"}",
"yc-bench task assign --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 --employee-id 63d997fd-d0b5-441f-a8a8-84fbd770ae67 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"63d997fd-d0b5-441f-a8a8-84fbd770ae67\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n ",
"yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id 1e42624c-991a-455a-a9b9-4feb9acf6d94\"}",
"yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id d42fe995-4c6a-4266-978d-ae9c9f1948ce -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d42fe995-4c6a-4266-978d-ae9c9f1948ce\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task dispatch --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861\"}",
"yc-bench task dispatch --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969\"}"
]
},
{
"turn": 60,
"timestamp": "2026-02-26T18:40:32.555605+00:00",
"user_input": "## Turn 60 \u2014 Simulation State\n- **Current time**: 2025-02-17T10:34:08.637053\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-17T10:34:08.637053\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-19T15:54:43.543215\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 61,
"timestamp": "2026-02-26T18:40:36.304345+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-17T10:34:08.637053\n- new_sim_time: 2025-02-19T15:54:43.543215\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'fae931f3-3a51-4e83-9c76-ef9e29abf861', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861, yc-bench task inspect --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969, yc-bench company status",
"commands_executed": [
"yc-bench task inspect --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"title\\\": \\\"Fine-Tune Llama-3 8B for Domain-Specific Support [TRAINING-18]\\\",\\n \\\"description\\\": \\\"Run supervised fine-tuning on 50K curated customer support conversations using QLoRA, targeting 15% accuracy improvement over the base model.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 2403146,\\n \\\"reward_prestige_delta\\\": 0.147,\\n \\\"skill_boost_pct\\\"",
"yc-bench task inspect --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"title\\\": \\\"Implement OAuth2 + SAML SSO for Enterprise Platform [BACKEND-51]\\\",\\n \\\"description\\\": \\\"Add enterprise authentication supporting SAML 2.0, OIDC, and SCIM provisioning for customers integrating with their identity provider.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 902142,\\n \\\"reward_prestige_delta\\\": 0.028,\\n \\\"skill_boost_pct\\\": 0.01",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 38861871,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.039,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.039,\\n \\\"hardware\\\": 1.846,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.989,\\n \\\"training\\\": 1.143\\n },\\n \\\"sim_time\\\": \\\"2025-02-19T15:54:43.543215\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\"
]
},
{
"turn": 62,
"timestamp": "2026-02-26T18:40:41.183424+00:00",
"user_input": "## Turn 62 \u2014 Simulation State\n- **Current time**: 2025-02-19T15:54:43.543215\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1, yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id 69459583-5913-4a38-9520-55d6517b8108",
"commands_executed": [
"yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id 7c1c122a-0dbb-4671-b950-c8554b8761a1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"assigned_at\\\": \\\"2025-02-19T15:54:43.543215\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d42fe995-4c6a-4266-978d-ae9c9f1948ce\\\",\\n ",
"yc-bench task assign --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 --employee-id 69459583-5913-4a38-9520-55d6517b8108 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1e42624c-991a-455a-a9b9-4feb9acf6d94\\\",\\n \\\"assigned_at\\\": \\\"2025-02-17T10:34:08.637053\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"69459583-5913-4a38-9520-55d6517b8108\\\",\\n \\\"assigned_at\\\": \\\"2025-02-19T15:54:43.543215\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n "
]
},
{
"turn": 63,
"timestamp": "2026-02-26T18:40:43.957416+00:00",
"user_input": "## Turn 63 \u2014 Simulation State\n- **Current time**: 2025-02-19T15:54:43.543215\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-19T15:54:43.543215\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-20T13:19:48.541401\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 64,
"timestamp": "2026-02-26T18:40:47.801800+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-19T15:54:43.543215\n- new_sim_time: 2025-02-20T13:19:48.541401\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '296eee71-5f76-4a9e-8973-dc5eae0ca969', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 2 tool call(s): yc-bench task inspect --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861, yc-bench task inspect --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969",
"commands_executed": [
"yc-bench task inspect --task-id fae931f3-3a51-4e83-9c76-ef9e29abf861 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"title\\\": \\\"Fine-Tune Llama-3 8B for Domain-Specific Support [TRAINING-18]\\\",\\n \\\"description\\\": \\\"Run supervised fine-tuning on 50K curated customer support conversations using QLoRA, targeting 15% accuracy improvement over the base model.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 2403146,\\n \\\"reward_prestige_delta\\\": 0.147,\\n \\\"skill_boost_pct\\\"",
"yc-bench task inspect --task-id 296eee71-5f76-4a9e-8973-dc5eae0ca969 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"296eee71-5f76-4a9e-8973-dc5eae0ca969\\\",\\n \\\"title\\\": \\\"Implement OAuth2 + SAML SSO for Enterprise Platform [BACKEND-51]\\\",\\n \\\"description\\\": \\\"Add enterprise authentication supporting SAML 2.0, OIDC, and SCIM provisioning for customers integrating with their identity provider.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 902142,\\n \\\"reward_prestige_delta\\\": 0.028,\\n \\\"skill_boost_pct\\\": 0.01"
]
},
{
"turn": 65,
"timestamp": "2026-02-26T18:40:49.715260+00:00",
"user_input": "## Turn 65 \u2014 Simulation State\n- **Current time**: 2025-02-20T13:19:48.541401\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $388,618.71 (38861871 cents)\n- **Monthly payroll**: $38,808.24\n- **Runway**: ~10.0 months\n- **Employees**: 5\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-20T13:19:48.541401\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-24T11:19:42.413476\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 3305288,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"fae931f3-3a51-4e83-9c76-ef9e29abf861\\\",\\n \\\"success\\\": true,\\n \\\"funds_delta\\\": 2403146,\\n \\\"bankrupt\\\": fa"
]
},
{
"turn": 66,
"timestamp": "2026-02-26T18:40:54.444683+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-20T13:19:48.541401\n- new_sim_time: 2025-02-24T11:19:42.413476\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 3305288\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': 'fae931f3-3a51-4e83-9c76-ef9e29abf861', 'success': True, 'funds_delta': 2403146, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '296eee71-5f76-4a9e-8973-dc5eae0ca969', 'success': True, 'funds_delta': 902142, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 2 --limit 50, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"e98b621c-f7ad-4231-9e94-0930d10f9d5c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 42167159,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.214,\\n \\\"data\\\": 1.324,\\n \\\"frontend\\\": 1.039,\\n \\\"hardware\\\": 1.846,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.989,\\n \\\"training\\\": 1.29\\n },\\n \\\"sim_time\\\": \\\"2025-02-24T11:19:42.413476\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"",
"yc-bench market browse --required-prestige-lte 2 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 42,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"de640013-607d-40ac-ab2e-b56da00e4ad0\\\",\\n \\\"title\\\": \\\"Deploy Edge Inference for Real-Time Video Analytics [HARDWARE-1]\\\",\\n \\\"description\\\": \\\"Set up an NVIDIA Jetson-based inference node running YOLO and a lightweight LLM for on-premises real-time camera analysis with local data processing.\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_fun",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 5,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"7c1c122a-0dbb-4671-b950-c8554b8761a1\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 778289,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 8.0614,\\n \\\"data\\\": 8.2887,\\n \\\"frontend\\\": 8.0392,\\n \\\"hardware\\\": 6.5781,\\n \\\"research\\\": 4.6753,\\n \\\"system\\\": 7.4047,\\n \\\"training\\\": 8.4845\\n },\\n \\\"ac"
]
},
{
"turn": 67,
"timestamp": "2026-02-26T18:40:57.312603+00:00",
"user_input": "## Turn 67 \u2014 Simulation State\n- **Current time**: 2025-02-24T11:19:42.413476\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $421,671.59 (42167159 cents)\n- **Monthly payroll**: $39,412.72\n- **Runway**: ~10.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703, yc-bench task accept --task-id ef65ba1d-fcf2-454d-9462-7a4c333aefe0",
"commands_executed": [
"yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.989) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 310cd08e-5920-466a-b0ba-5405df239703\"}",
"yc-bench task accept --task-id ef65ba1d-fcf2-454d-9462-7a4c333aefe0 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.989) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id ef65ba1d-fcf2-454d-9462-7a4c333aefe0\"}"
]
},
{
"turn": 68,
"timestamp": "2026-02-26T18:41:02.653584+00:00",
"user_input": "## Turn 68 \u2014 Simulation State\n- **Current time**: 2025-02-24T11:19:42.413476\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $421,671.59 (42167159 cents)\n- **Monthly payroll**: $39,412.72\n- **Runway**: ~10.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50\"}"
]
},
{
"turn": 69,
"timestamp": "2026-02-26T18:41:04.678016+00:00",
"user_input": "## Turn 69 \u2014 Simulation State\n- **Current time**: 2025-02-24T11:19:42.413476\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $421,671.59 (42167159 cents)\n- **Monthly payroll**: $39,412.72\n- **Runway**: ~10.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 2 --offset 50 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 2 --offset 50 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 42,\\n \\\"offset\\\": 50,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 2 --offset 50 --limit 50\"}"
]
},
{
"turn": 70,
"timestamp": "2026-02-26T18:41:06.452548+00:00",
"user_input": "## Turn 70 \u2014 Simulation State\n- **Current time**: 2025-02-24T11:19:42.413476\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $421,671.59 (42167159 cents)\n- **Monthly payroll**: $39,412.72\n- **Runway**: ~10.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --limit 50",
"commands_executed": [
"yc-bench market browse --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 150,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"10adb1cd-cd53-4ad9-b869-632cf52ab403\\\",\\n \\\"title\\\": \\\"Build Synthetic Data Pipeline for Rare Edge Cases [DATA-47]\\\",\\n \\\"description\\\": \\\"Create a system that uses frontier LLMs to generate realistic synthetic examples for underrepresented categories in a classification dataset.\\\",\\n \\\"required_prestige\\\": 6,\\n \\\"reward_funds_cents\\\": "
]
},
{
"turn": 71,
"timestamp": "2026-02-26T18:41:10.238413+00:00",
"user_input": "## Turn 71 \u2014 Simulation State\n- **Current time**: 2025-02-24T11:19:42.413476\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $421,671.59 (42167159 cents)\n- **Monthly payroll**: $39,412.72\n- **Runway**: ~10.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50\"}"
]
},
{
"turn": 72,
"timestamp": "2026-02-26T18:41:13.636142+00:00",
"user_input": "## Turn 72 \u2014 Simulation State\n- **Current time**: 2025-02-24T11:19:42.413476\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $421,671.59 (42167159 cents)\n- **Monthly payroll**: $39,412.72\n- **Runway**: ~10.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --offset 50 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --offset 50 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 50,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --offset 50 --limit 50\"}"
]
},
{
"turn": 73,
"timestamp": "2026-02-26T18:41:16.362348+00:00",
"user_input": "## Turn 73 \u2014 Simulation State\n- **Current time**: 2025-02-24T11:19:42.413476\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $421,671.59 (42167159 cents)\n- **Monthly payroll**: $39,412.72\n- **Runway**: ~10.7 months\n- **Employees**: 5\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 0 --limit 50",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 0 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 0 --limit 50\"}"
]
}
]
}

666
results/yc_bench_result_nightmare_1_openai_gpt-5.2.json Normal file
View file

@ -0,0 +1,666 @@
{
"session_id": "run-1-openai/gpt-5.2",
"model": "openai/gpt-5.2",
"seed": 1,
"horizon_years": 1,
"turns_completed": 63,
"terminal": true,
"terminal_reason": "bankruptcy",
"terminal_detail": "bankruptcy",
"total_cost_usd": 2.553693,
"started_at": "2026-02-26T18:36:58.128000+00:00",
"ended_at": "2026-02-26T18:40:40.782762+00:00",
"transcript": [
{
"turn": 1,
"timestamp": "2026-02-26T18:37:01.753183+00:00",
"user_input": "## Simulation Start \u2014 Take Immediate Action\n- current_time: 2025-01-01T09:00:00\n- horizon_end: 2026-01-01T09:00:00\n- funds: $250,000.00\n- monthly_payroll: $52,636.87\n- runway: ~4.7 months\n- employees: 8\n- active_tasks: 0\n- planned_tasks: 0\n\n**Your immediate priority**: generate revenue before payroll drains your runway.\nYou MUST complete these steps now (multiple commands per turn are fine):\n1. `yc-bench market browse --required-prestige-lte 1` \u2014 find tasks you can accept\n2. `yc-bench task accept --task-id <UUID>` \u2014 accept 2-3 suitable tasks\n3. `yc-bench employee list` \u2014 get employee IDs\n4. `yc-bench task assign --task-id <UUID> --employee-id <UUID>` \u2014 assign employees\n5. `yc-bench task dispatch --task-id <UUID>` \u2014 start work on each assigned task\n6. `yc-bench sim resume` \u2014 advance time to collect the first task completion event\n\nDo not spend multiple turns just browsing. Accept and dispatch tasks immediately.",
"agent_output": "Executed 3 tool call(s): yc-bench market browse --required-prestige-lte 1, yc-bench employee list, yc-bench company status",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 10,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"description\\\": \\\"Build a step-by-step setup wizard guiding enterprise customers through connecting data sources, configuring chunking, testing retrieval, and deploying their endpoint.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewa",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\": 0,\\n "
]
},
{
"turn": 2,
"timestamp": "2026-02-26T18:37:05.645344+00:00",
"user_input": "## Turn 2 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 3 tool call(s): yc-bench task accept --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7, yc-bench task accept --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662, yc-bench task accept --task-id f77eda1e-7bf9-485d-b119-0c1318d29927",
"commands_executed": [
"yc-bench task accept --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4046d699-3164-4ac2-941a-c8dbb71a66c7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-10T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"757ed412-52fb-4cb3-b8f7-a17a8c78d358\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7\"}",
"yc-bench task accept --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"be43224f-a57d-43c6-a02e-2b78e3e6d662\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"97244733-fd31-483c-8dbc-1a38a09a4a3f\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662\"}",
"yc-bench task accept --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"replacement_task_id\\\": \\\"c4a7feaa-9958-4009-b11a-cdc98366f78f\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id f77eda1e-7bf9-485d-b119-0c1318d29927\"}"
]
},
{
"turn": 3,
"timestamp": "2026-02-26T18:37:17.117590+00:00",
"user_input": "## Turn 3 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 8 tool call(s): yc-bench task assign --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662 --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae, yc-bench task assign --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662 --employee-id 8a929470-2f34-4efb-93ab-1cdd346a6a13, yc-bench task assign --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80, yc-bench task assign --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7 --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f, yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0, yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68, yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585, yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id 1072a9e2-fbd4-4d1c-a438-c655b522c26c",
"commands_executed": [
"yc-bench task assign --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662 --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"be43224f-a57d-43c6-a02e-2b78e3e6d662\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662 --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae\"}",
"yc-bench task assign --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662 --employee-id 8a929470-2f34-4efb-93ab-1cdd346a6a13 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"be43224f-a57d-43c6-a02e-2b78e3e6d662\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"8a929470-2f34-4efb-93ab-1cdd346a6a13\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id be4322",
"yc-bench task assign --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4046d699-3164-4ac2-941a-c8dbb71a66c7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80\"}",
"yc-bench task assign --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7 --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4046d699-3164-4ac2-941a-c8dbb71a66c7\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"fba4982f-7730-409e-baf2-fb2ae3b84d1f\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 4046d6",
"yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0\"}",
"yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id f77eda",
"yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"assigned_a",
"yc-bench task assign --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 --employee-id 1072a9e2-fbd4-4d1c-a438-c655b522c26c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_a"
]
},
{
"turn": 4,
"timestamp": "2026-02-26T18:37:20.287998+00:00",
"user_input": "## Turn 4 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 3\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 3 tool call(s): yc-bench task dispatch --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662, yc-bench task dispatch --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7, yc-bench task dispatch --task-id f77eda1e-7bf9-485d-b119-0c1318d29927",
"commands_executed": [
"yc-bench task dispatch --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"be43224f-a57d-43c6-a02e-2b78e3e6d662\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id be43224f-a57d-43c6-a02e-2b78e3e6d662\"}",
"yc-bench task dispatch --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"4046d699-3164-4ac2-941a-c8dbb71a66c7\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 4046d699-3164-4ac2-941a-c8dbb71a66c7\"}",
"yc-bench task dispatch --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 4\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id f77eda1e-7bf9-485d-b119-0c1318d29927\"}"
]
},
{
"turn": 5,
"timestamp": "2026-02-26T18:37:21.426713+00:00",
"user_input": "## Turn 5 \u2014 Simulation State\n- **Current time**: 2025-01-01T09:00:00\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-01T09:00:00\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-08T11:09:47.143162\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_half_pro"
]
},
{
"turn": 6,
"timestamp": "2026-02-26T18:37:23.845222+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-01T09:00:00\n- new_sim_time: 2025-01-08T11:09:47.143162\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'f77eda1e-7bf9-485d-b119-0c1318d29927', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id f77eda1e-7bf9-485d-b119-0c1318d29927, yc-bench company status",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"title\\\": \\\"Create Customer-Facing AI Usage Analytics Dashboard [FRONTEND-165]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 81.8,\\n \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"be43224f-a57d-43c6-a02e-2b78e3e6d662\\\",\\n \\\"title\\\": \\\"Research KV-Cache Compression Techn",
"yc-bench task inspect --task-id f77eda1e-7bf9-485d-b119-0c1318d29927 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"title\\\": \\\"Create Customer-Facing AI Usage Analytics Dashboard [FRONTEND-165]\\\",\\n \\\"description\\\": \\\"Build an embeddable dashboard showing API call volumes, latency percentiles, token consumption, and cost trends for enterprise customers.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 6099489,\\n \\\"reward_prestige_delta\\\": 0.256,\\n \\\"skill_boost_pct\\\"",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-08T11:09:47.143162\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": "
]
},
{
"turn": 7,
"timestamp": "2026-02-26T18:37:25.477312+00:00",
"user_input": "## Turn 7 \u2014 Simulation State\n- **Current time**: 2025-01-08T11:09:47.143162\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-08T11:09:47.143162\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-08T11:18:48.806885\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"4046d699-3164-4ac2-941a-c8dbb71a66c7\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 8,
"timestamp": "2026-02-26T18:37:26.905413+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-08T11:09:47.143162\n- new_sim_time: 2025-01-08T11:18:48.806885\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '4046d699-3164-4ac2-941a-c8dbb71a66c7', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-08T11:18:48.806885\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-08T11:51:21.825347\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"be43224f-a57d-43c6-a02e-2b78e3e6d662\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 9,
"timestamp": "2026-02-26T18:37:28.398553+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-08T11:18:48.806885\n- new_sim_time: 2025-01-08T11:51:21.825347\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'be43224f-a57d-43c6-a02e-2b78e3e6d662', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-08T11:51:21.825347\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-15T13:19:34.286324\\\",\\n \\\"events_processed\\\": 3,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"f77eda1e-7bf9-485d-b119-0c1318d29927\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n },"
]
},
{
"turn": 10,
"timestamp": "2026-02-26T18:37:30.863049+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-08T11:51:21.825347\n- new_sim_time: 2025-01-15T13:19:34.286324\n- checkpoint_event_type: task_completed\n- events_processed: 3\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 3\n- wake_event: {'type': 'task_completed', 'task_id': 'f77eda1e-7bf9-485d-b119-0c1318d29927', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '4046d699-3164-4ac2-941a-c8dbb71a66c7', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': 'be43224f-a57d-43c6-a02e-2b78e3e6d662', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench task list --status completed, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3000000",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-15T13:19:34.286324\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\": ",
"yc-bench task list --status completed -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Invalid status: completed. Valid: ['market', 'planned', 'active', 'completed_success', 'completed_fail', 'cancelled']\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status completed\"}",
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3000000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 5,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"description\\\": \\\"Build a step-by-step setup wizard guiding enterprise customers through connecting data sources, configuring chunking, testing retrieval, and deploying their endpoint.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"rewar"
]
},
{
"turn": 11,
"timestamp": "2026-02-26T18:37:34.853863+00:00",
"user_input": "## Turn 11 \u2014 Simulation State\n- **Current time**: 2025-01-15T13:19:34.286324\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf, yc-bench task accept --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc",
"commands_executed": [
"yc-bench task accept --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-15T13:19:34.286324\\\",\\n \\\"deadline\\\": \\\"2025-01-24T13:19:34.286324\\\",\\n \\\"replacement_task_id\\\": \\\"9483d83e-01c4-42b6-b879-cc4f1e360a7e\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf\"}",
"yc-bench task accept --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-15T13:19:34.286324\\\",\\n \\\"deadline\\\": \\\"2025-01-27T13:19:34.286324\\\",\\n \\\"replacement_task_id\\\": \\\"25146504-2058-4f41-a125-5a9d437320fb\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc\"}"
]
},
{
"turn": 12,
"timestamp": "2026-02-26T18:37:45.672652+00:00",
"user_input": "## Turn 12 \u2014 Simulation State\n- **Current time**: 2025-01-15T13:19:34.286324\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 8 tool call(s): yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80, yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0, yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68, yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae, yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f, yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id 1072a9e2-fbd4-4d1c-a438-c655b522c26c, yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585, yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id 8a929470-2f34-4efb-93ab-1cdd346a6a13",
"commands_executed": [
"yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80\"}",
"yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n ",
"yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n ",
"yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"fba4982f-7730-409e-baf2-fb2ae3b84d1f\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f\"}",
"yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id 1072a9e2-fbd4-4d1c-a438-c655b522c26c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"fba4982f-7730-409e-baf2-fb2ae3b84d1f\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"fba4982f-7730-409e-baf2-fb2ae3b84d1f\\\",\\n ",
"yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id 8a929470-2f34-4efb-93ab-1cdd346a6a13 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"8a929470-2f34-4efb-93ab-1cdd346a6a13\\\",\\n "
]
},
{
"turn": 13,
"timestamp": "2026-02-26T18:37:48.464859+00:00",
"user_input": "## Turn 13 \u2014 Simulation State\n- **Current time**: 2025-01-15T13:19:34.286324\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 2\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 2 tool call(s): yc-bench task dispatch --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf, yc-bench task dispatch --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc",
"commands_executed": [
"yc-bench task dispatch --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 4\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf\"}",
"yc-bench task dispatch --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 4\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc\"}"
]
},
{
"turn": 14,
"timestamp": "2026-02-26T18:37:50.046081+00:00",
"user_input": "## Turn 14 \u2014 Simulation State\n- **Current time**: 2025-01-15T13:19:34.286324\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-15T13:19:34.286324\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-22T16:29:53.824662\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 15,
"timestamp": "2026-02-26T18:37:53.136158+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-15T13:19:34.286324\n- new_sim_time: 2025-01-22T16:29:53.824662\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': 'c53acb66-b5d1-4ec9-a541-63cb199a2faf', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench task inspect --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf, yc-bench task inspect --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 36.84,\\n \\\"deadline\\\": \\\"2025-01-27T13:19:34.286324\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONT",
"yc-bench task inspect --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-71]\\\",\\n \\\"description\\\": \\\"Build a step-by-step setup wizard guiding enterprise customers through connecting data sources, configuring chunking, testing retrieval, and deploying their endpoint.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 7819609,\\n \\\"reward_prestige_delta\\\": 0.606,\\n \\\"s",
"yc-bench task inspect --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3260712,\\n \\\"reward_prestige_delta\\\": 0.961,\\n \\\"skill_boost_pct\\\": 0."
]
},
{
"turn": 16,
"timestamp": "2026-02-26T18:37:56.894314+00:00",
"user_input": "## Turn 16 \u2014 Simulation State\n- **Current time**: 2025-01-22T16:29:53.824662\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585, yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f",
"commands_executed": [
"yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T16:29:53.824662\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n ",
"yc-bench task assign --task-id c53acb66-b5d1-4ec9-a541-63cb199a2faf --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-01-22T16:29:53.824662\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n "
]
},
{
"turn": 17,
"timestamp": "2026-02-26T18:38:00.073988+00:00",
"user_input": "## Turn 17 \u2014 Simulation State\n- **Current time**: 2025-01-22T16:29:53.824662\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-22T16:29:53.824662\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-24T13:54:52.889094\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"c53acb66-b5d1-4ec9-a541-63cb199a2faf\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 18,
"timestamp": "2026-02-26T18:38:03.843574+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-22T16:29:53.824662\n- new_sim_time: 2025-01-24T13:54:52.889094\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': 'c53acb66-b5d1-4ec9-a541-63cb199a2faf', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench company status, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4000000",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 45.83,\\n \\\"deadline\\\": \\\"2025-01-27T13:19:34.286324\\\",\\n \\\"at_risk\\\": false\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 25000000,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-01-24T13:54:52.889094\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\": ",
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 4000000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 2,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"title\\\": \\\"Train Reward Model from Preference Annotations [TRAINING-258]\\\",\\n \\\"description\\\": \\\"Collect and process 20K pairwise preference annotations, train a Bradley-Terry reward model, and validate calibration against held-out human judgments.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds"
]
},
{
"turn": 19,
"timestamp": "2026-02-26T18:38:06.768269+00:00",
"user_input": "## Turn 19 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:54:52.889094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0, yc-bench task accept --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f",
"commands_executed": [
"yc-bench task accept --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-24T13:54:52.889094\\\",\\n \\\"deadline\\\": \\\"2025-02-06T13:54:52.889094\\\",\\n \\\"replacement_task_id\\\": \\\"1319756f-f55d-41f0-9206-a5de96f24d49\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0\"}",
"yc-bench task accept --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-01-24T13:54:52.889094\\\",\\n \\\"deadline\\\": \\\"2025-02-12T13:54:52.889094\\\",\\n \\\"replacement_task_id\\\": \\\"faa1aeaf-8407-445c-b0bb-4a9010776ee6\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\"}"
]
},
{
"turn": 20,
"timestamp": "2026-02-26T18:38:09.438429+00:00",
"user_input": "## Turn 20 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:54:52.889094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task inspect --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc, yc-bench employee list",
"commands_executed": [
"yc-bench task inspect --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3260712,\\n \\\"reward_prestige_delta\\\": 0.961,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 21,
"timestamp": "2026-02-26T18:38:15.321514+00:00",
"user_input": "## Turn 21 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:54:52.889094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 4 tool call(s): yc-bench task assign --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80, yc-bench task assign --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae, yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68, yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0",
"commands_executed": [
"yc-bench task assign --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80\"}",
"yc-bench task assign --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68\"}",
"yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
]
},
{
"turn": 22,
"timestamp": "2026-02-26T18:38:19.095901+00:00",
"user_input": "## Turn 22 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:54:52.889094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task dispatch --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0, yc-bench task dispatch --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f",
"commands_executed": [
"yc-bench task dispatch --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0\"}",
"yc-bench task dispatch --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\"}"
]
},
{
"turn": 23,
"timestamp": "2026-02-26T18:38:21.246592+00:00",
"user_input": "## Turn 23 \u2014 Simulation State\n- **Current time**: 2025-01-24T13:54:52.889094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-24T13:54:52.889094\\\",\\n \\\"new_sim_time\\\": \\\"2025-01-27T13:46:09.948868\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 24,
"timestamp": "2026-02-26T18:38:23.269921+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-24T13:54:52.889094\n- new_sim_time: 2025-01-27T13:46:09.948868\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '3bfc1f92-69f5-49da-90f8-d094863029dc', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 1 tool call(s): yc-bench task list --status active",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 4.59,\\n \\\"deadline\\\": \\\"2025-02-12T13:54:52.889094\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"title\\\": \\\"Train Reward Model from Prefe"
]
},
{
"turn": 25,
"timestamp": "2026-02-26T18:38:25.873007+00:00",
"user_input": "## Turn 25 \u2014 Simulation State\n- **Current time**: 2025-01-27T13:46:09.948868\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task inspect --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc, yc-bench employee list",
"commands_executed": [
"yc-bench task inspect --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"title\\\": \\\"Implement Prompt Management Studio [FRONTEND-3]\\\",\\n \\\"description\\\": \\\"Build a collaborative app where teams version, test, and A/B deploy prompt templates with visual diffs, rollback, and per-version performance analytics.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3260712,\\n \\\"reward_prestige_delta\\\": 0.961,\\n \\\"skill_boost_pct\\\": 0.",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 26,
"timestamp": "2026-02-26T18:38:29.006566+00:00",
"user_input": "## Turn 26 \u2014 Simulation State\n- **Current time**: 2025-01-27T13:46:09.948868\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae, yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80",
"commands_executed": [
"yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"8a929470-2f34-4efb-93ab-1cdd346a6a13\\\",\\n ",
"yc-bench task assign --task-id 3bfc1f92-69f5-49da-90f8-d094863029dc --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_at\\\": \\\"2025-01-15T13:19:34.286324\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n "
]
},
{
"turn": 27,
"timestamp": "2026-02-26T18:38:32.047553+00:00",
"user_input": "## Turn 27 \u2014 Simulation State\n- **Current time**: 2025-01-27T13:46:09.948868\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~4.7 months\n- **Employees**: 8\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-01-27T13:46:09.948868\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-05T11:57:20.075045\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 1,\\n \\\"balance_delta\\\": -5263687,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\"
]
},
{
"turn": 28,
"timestamp": "2026-02-26T18:38:35.066739+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-27T13:46:09.948868\n- new_sim_time: 2025-02-05T11:57:20.075045\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 1\n- balance_delta: -5263687\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '632b1cd3-e637-46a7-856f-f121aaed93b0', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench task inspect --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 19736313,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-05T11:57:20.075045\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 3,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 3,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 36.46,\\n \\\"deadline\\\": \\\"2025-02-12T13:54:52.889094\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"title\\\": \\\"Train Reward Model from Pref",
"yc-bench task inspect --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"title\\\": \\\"Train Reward Model from Preference Annotations [TRAINING-258]\\\",\\n \\\"description\\\": \\\"Collect and process 20K pairwise preference annotations, train a Bradley-Terry reward model, and validate calibration against held-out human judgments.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4514121,\\n \\\"reward_prestige_delta\\\": 2.219,\\n \\\"skill_bo"
]
},
{
"turn": 29,
"timestamp": "2026-02-26T18:38:37.035557+00:00",
"user_input": "## Turn 29 \u2014 Simulation State\n- **Current time**: 2025-02-05T11:57:20.075045\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-05T11:57:20.075045\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-06T09:26:19.821091\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"3bfc1f92-69f5-49da-90f8-d094863029dc\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 30,
"timestamp": "2026-02-26T18:38:39.604723+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-05T11:57:20.075045\n- new_sim_time: 2025-02-06T09:26:19.821091\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '3bfc1f92-69f5-49da-90f8-d094863029dc', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 2 tool call(s): yc-bench task list --status active, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3500000",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 40.32,\\n \\\"deadline\\\": \\\"2025-02-12T13:54:52.889094\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"title\\\": \\\"Train Reward Model from Pref",
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3500000 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3500000\"}"
]
},
{
"turn": 31,
"timestamp": "2026-02-26T18:38:43.622242+00:00",
"user_input": "## Turn 31 \u2014 Simulation State\n- **Current time**: 2025-02-06T09:26:19.821091\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f, yc-bench task inspect --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0, yc-bench employee list",
"commands_executed": [
"yc-bench task inspect --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"description\\\": \\\"Implement a scheduler for a shared GPU cluster enforcing per-team quotas, priority queuing, preemption policies, and utilization-based chargeback.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4415175,\\n \\\"reward_prestige_delta\\\": 0.956,\\n \\\"skill_boo",
"yc-bench task inspect --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"title\\\": \\\"Train Reward Model from Preference Annotations [TRAINING-258]\\\",\\n \\\"description\\\": \\\"Collect and process 20K pairwise preference annotations, train a Bradley-Terry reward model, and validate calibration against held-out human judgments.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4514121,\\n \\\"reward_prestige_delta\\\": 2.219,\\n \\\"skill_bo",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 32,
"timestamp": "2026-02-26T18:38:46.988299+00:00",
"user_input": "## Turn 32 \u2014 Simulation State\n- **Current time**: 2025-02-06T09:26:19.821091\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench task assign --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f",
"commands_executed": [
"yc-bench task assign --task-id 632b1cd3-e637-46a7-856f-f121aaed93b0 --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"fba4982f-7730-409e-baf2-fb2ae3b84d1f\\\",\\n "
]
},
{
"turn": 33,
"timestamp": "2026-02-26T18:38:48.733830+00:00",
"user_input": "## Turn 33 \u2014 Simulation State\n- **Current time**: 2025-02-06T09:26:19.821091\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-06T09:26:19.821091\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-10T12:17:33.480847\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"632b1cd3-e637-46a7-856f-f121aaed93b0\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n },"
]
},
{
"turn": 34,
"timestamp": "2026-02-26T18:38:51.732417+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-06T09:26:19.821091\n- new_sim_time: 2025-02-10T12:17:33.480847\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '632b1cd3-e637-46a7-856f-f121aaed93b0', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': 'bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 4 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench employee list, yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 19736313,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-10T12:17:33.480847\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 50.47,\\n \\\"deadline\\\": \\\"2025-02-12T13:54:52.889094\\\",\\n \\\"at_risk\\\": false\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 3,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_"
]
},
{
"turn": 35,
"timestamp": "2026-02-26T18:38:54.843729+00:00",
"user_input": "## Turn 35 \u2014 Simulation State\n- **Current time**: 2025-02-10T12:17:33.480847\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id d14ba08a-11c4-46ee-b81e-71397e25218c, yc-bench task accept --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b",
"commands_executed": [
"yc-bench task accept --task-id d14ba08a-11c4-46ee-b81e-71397e25218c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-10T12:17:33.480847\\\",\\n \\\"deadline\\\": \\\"2025-02-19T12:17:33.480847\\\",\\n \\\"replacement_task_id\\\": \\\"995d936b-1473-4c0b-a9b2-83dfae09d2c0\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id d14ba08a-11c4-46ee-b81e-71397e25218c\"}",
"yc-bench task accept --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-02-10T12:17:33.480847\\\",\\n \\\"deadline\\\": \\\"2025-02-19T12:17:33.480847\\\",\\n \\\"replacement_task_id\\\": \\\"a5b2b998-796b-4b44-90a9-a0fd8ae0f4cd\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b\"}"
]
},
{
"turn": 36,
"timestamp": "2026-02-26T18:39:01.936620+00:00",
"user_input": "## Turn 36 \u2014 Simulation State\n- **Current time**: 2025-02-10T12:17:33.480847\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 6 tool call(s): yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80, yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae, yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f, yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id 1072a9e2-fbd4-4d1c-a438-c655b522c26c, yc-bench task dispatch --task-id d14ba08a-11c4-46ee-b81e-71397e25218c, yc-bench task dispatch --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b",
"commands_executed": [
"yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n ",
"yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n ",
"yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n ",
"yc-bench task assign --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f --employee-id 1072a9e2-fbd4-4d1c-a438-c655b522c26c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-01-24T13:54:52.889094\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n ",
"yc-bench task dispatch --task-id d14ba08a-11c4-46ee-b81e-71397e25218c -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task d14ba08a-11c4-46ee-b81e-71397e25218c has no assignments. Assign employees before dispatching.\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id d14ba08a-11c4-46ee-b81e-71397e25218c\"}",
"yc-bench task dispatch --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task 9b3d01a5-27be-4e09-acbc-812f5a40405b has no assignments. Assign employees before dispatching.\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b\"}"
]
},
{
"turn": 37,
"timestamp": "2026-02-26T18:39:04.961652+00:00",
"user_input": "## Turn 37 \u2014 Simulation State\n- **Current time**: 2025-02-10T12:17:33.480847\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench employee list, yc-bench task inspect --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f",
"commands_executed": [
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac",
"yc-bench task inspect --task-id bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"title\\\": \\\"Build GPU Cluster Scheduling with Fair-Share Queuing [HARDWARE-1]\\\",\\n \\\"description\\\": \\\"Implement a scheduler for a shared GPU cluster enforcing per-team quotas, priority queuing, preemption policies, and utilization-based chargeback.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 4415175,\\n \\\"reward_prestige_delta\\\": 0.956,\\n \\\"skill_boo"
]
},
{
"turn": 38,
"timestamp": "2026-02-26T18:39:11.249449+00:00",
"user_input": "## Turn 38 \u2014 Simulation State\n- **Current time**: 2025-02-10T12:17:33.480847\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 4 tool call(s): yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585, yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id 8a929470-2f34-4efb-93ab-1cdd346a6a13, yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68, yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0",
"commands_executed": [
"yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\"}",
"yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id 8a929470-2f34-4efb-93ab-1cdd346a6a13 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"8a929470-2f34-4efb-93ab-1cdd346a6a13\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68\"}",
"yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id 04806633-e8de-4a76-8eeb-5245d2737ec0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
]
},
{
"turn": 39,
"timestamp": "2026-02-26T18:39:14.224907+00:00",
"user_input": "## Turn 39 \u2014 Simulation State\n- **Current time**: 2025-02-10T12:17:33.480847\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 2\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task dispatch --task-id d14ba08a-11c4-46ee-b81e-71397e25218c, yc-bench task dispatch --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b",
"commands_executed": [
"yc-bench task dispatch --task-id d14ba08a-11c4-46ee-b81e-71397e25218c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id d14ba08a-11c4-46ee-b81e-71397e25218c\"}",
"yc-bench task dispatch --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b\"}"
]
},
{
"turn": 40,
"timestamp": "2026-02-26T18:39:19.495890+00:00",
"user_input": "## Turn 40 \u2014 Simulation State\n- **Current time**: 2025-02-10T12:17:33.480847\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 3\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-10T12:17:33.480847\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-19T09:16:59.586806\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n },"
]
},
{
"turn": 41,
"timestamp": "2026-02-26T18:39:22.690119+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-10T12:17:33.480847\n- new_sim_time: 2025-02-19T09:16:59.586806\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': 'bb9d7f54-bb17-4ccc-ad4b-b2dcb3652d0f', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': 'd14ba08a-11c4-46ee-b81e-71397e25218c', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 19736313,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-19T09:16:59.586806\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 2,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 2,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 50.98,\\n \\\"deadline\\\": \\\"2025-02-19T12:17:33.480847\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget A",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 1,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_"
]
},
{
"turn": 42,
"timestamp": "2026-02-26T18:39:25.799503+00:00",
"user_input": "## Turn 42 \u2014 Simulation State\n- **Current time**: 2025-02-19T09:16:59.586806\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id d14ba08a-11c4-46ee-b81e-71397e25218c, yc-bench task inspect --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b, yc-bench employee list",
"commands_executed": [
"yc-bench task inspect --task-id d14ba08a-11c4-46ee-b81e-71397e25218c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-2]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 2790842,\\n \\\"reward_prestige_delta\\\": 1.589,\\n \\\"skill_boo",
"yc-bench task inspect --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget Alerts [SYSTEM-27]\\\",\\n \\\"description\\\": \\\"Integrate cloud billing APIs with a dashboard showing per-team GPU spend, cost-per-inference breakdowns, and automated alerts when daily spend exceeds thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 2472265,\\n \\\"reward_prestige_delta\\\": 0.905,\\n \\\"sk",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 43,
"timestamp": "2026-02-26T18:39:32.484129+00:00",
"user_input": "## Turn 43 \u2014 Simulation State\n- **Current time**: 2025-02-19T09:16:59.586806\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 4 tool call(s): yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80, yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae, yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id 1072a9e2-fbd4-4d1c-a438-c655b522c26c, yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f",
"commands_executed": [
"yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-02-19T09:16:59.586806\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"8a929470-2f34-4efb-93ab-1cdd346a6a13\\\",\\n ",
"yc-bench task assign --task-id d14ba08a-11c4-46ee-b81e-71397e25218c --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-02-19T09:16:59.586806\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"8a929470-2f34-4efb-93ab-1cdd346a6a13\\\",\\n ",
"yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id 1072a9e2-fbd4-4d1c-a438-c655b522c26c -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_at\\\": \\\"2025-02-19T09:16:59.586806\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n ",
"yc-bench task assign --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --employee-id fba4982f-7730-409e-baf2-fb2ae3b84d1f -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"04806633-e8de-4a76-8eeb-5245d2737ec0\\\",\\n \\\"assigned_at\\\": \\\"2025-02-10T12:17:33.480847\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"1072a9e2-fbd4-4d1c-a438-c655b522c26c\\\",\\n \\\"assigned_at\\\": \\\"2025-02-19T09:16:59.586806\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n "
]
},
{
"turn": 44,
"timestamp": "2026-02-26T18:39:34.713572+00:00",
"user_input": "## Turn 44 \u2014 Simulation State\n- **Current time**: 2025-02-19T09:16:59.586806\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 2\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-19T09:16:59.586806\\\",\\n \\\"new_sim_time\\\": \\\"2025-02-24T12:05:43.646037\\\",\\n \\\"events_processed\\\": 2,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n },"
]
},
{
"turn": 45,
"timestamp": "2026-02-26T18:39:38.689175+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-19T09:16:59.586806\n- new_sim_time: 2025-02-24T12:05:43.646037\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': 'd14ba08a-11c4-46ee-b81e-71397e25218c', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': '9b3d01a5-27be-4e09-acbc-812f5a40405b', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench task list --status active, yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 19736313,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-02-24T12:05:43.646037\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\": ",
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget Alerts [SYSTEM-27]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 54.11,\\n \\\"deadline\\\": \\\"2025-02-19T12:17:33.480847\\\",\\n \\\"at_risk\\\": true\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 1,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_"
]
},
{
"turn": 46,
"timestamp": "2026-02-26T18:39:41.885448+00:00",
"user_input": "## Turn 46 \u2014 Simulation State\n- **Current time**: 2025-02-24T12:05:43.646037\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 2 tool call(s): yc-bench task inspect --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b, yc-bench employee list",
"commands_executed": [
"yc-bench task inspect --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget Alerts [SYSTEM-27]\\\",\\n \\\"description\\\": \\\"Integrate cloud billing APIs with a dashboard showing per-team GPU spend, cost-per-inference breakdowns, and automated alerts when daily spend exceeds thresholds.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 2472265,\\n \\\"reward_prestige_delta\\\": 0.905,\\n \\\"sk",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 47,
"timestamp": "2026-02-26T18:39:44.573929+00:00",
"user_input": "## Turn 47 \u2014 Simulation State\n- **Current time**: 2025-02-24T12:05:43.646037\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench task cancel --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --reason \"Past deadline; cannot succeed. Free team to take new tasks.\"",
"commands_executed": [
"yc-bench task cancel --task-id 9b3d01a5-27be-4e09-acbc-812f5a40405b --reason \"Past deadline; cannot succeed. Free team to take new tasks.\" -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"\", \"stderr\": \"\\u256d\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500 Traceback (most recent call last) \\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u2500\\u256e\\n\\u2502 /Users/adit/Downloads/YC_Bench/.venv/lib/python3.12/site-packages/sqlalchemy \\u2502\\n\\u2502 /sql/elements.py:1518 in __getattr__ "
]
},
{
"turn": 48,
"timestamp": "2026-02-26T18:39:47.384053+00:00",
"user_input": "## Turn 48 \u2014 Simulation State\n- **Current time**: 2025-02-24T12:05:43.646037\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $197,363.13 (19736313 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~3.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 3 tool call(s): yc-bench task list --status active, yc-bench market browse --required-prestige-lte 1 --limit 50, yc-bench sim resume",
"commands_executed": [
"yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 1,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"title\\\": \\\"Set Up Cost Monitoring and GPU Budget Alerts [SYSTEM-27]\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"progress_pct\\\": 54.11,\\n \\\"deadline\\\": \\\"2025-02-19T12:17:33.480847\\\",\\n \\\"at_risk\\\": true\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task list --status active\"}",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 1,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-02-24T12:05:43.646037\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-05T12:41:35.679849\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 1,\\n \\\"balance_delta\\\": -5263687,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"9b3d01a5-27be-4e09-acbc-812f5a40405b\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\"
]
},
{
"turn": 49,
"timestamp": "2026-02-26T18:39:51.674100+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-24T12:05:43.646037\n- new_sim_time: 2025-03-05T12:41:35.679849\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 1\n- balance_delta: -5263687\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '9b3d01a5-27be-4e09-acbc-812f5a40405b', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 1 --limit 50, yc-bench employee list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 14472626,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-05T12:41:35.679849\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\": ",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 1,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 50,
"timestamp": "2026-02-26T18:39:54.756286+00:00",
"user_input": "## Turn 50 \u2014 Simulation State\n- **Current time**: 2025-03-05T12:41:35.679849\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65, yc-bench employee list",
"commands_executed": [
"yc-bench task accept --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"accepted_at\\\": \\\"2025-03-05T12:41:35.679849\\\",\\n \\\"deadline\\\": \\\"2025-03-18T12:41:35.679849\\\",\\n \\\"replacement_task_id\\\": \\\"6d054253-fd01-46b8-bc97-2580efd4c00a\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65\"}",
"yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 8,\\n \\\"employees\\\": [\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n \\\"name\\\": \\\"Emp_1\\\",\\n \\\"salary_cents\\\": 256392,\\n \\\"work_hours_per_day\\\": 9.0,\\n \\\"skills\\\": {\\n \\\"backend\\\": 2.0869,\\n \\\"data\\\": 6.3503,\\n \\\"frontend\\\": 3.9749,\\n \\\"hardware\\\": 2.8638,\\n \\\"research\\\": 4.7005,\\n \\\"system\\\": 5.2991,\\n \\\"training\\\": 6.4652\\n },\\n \\\"ac"
]
},
{
"turn": 51,
"timestamp": "2026-02-26T18:40:04.407811+00:00",
"user_input": "## Turn 51 \u2014 Simulation State\n- **Current time**: 2025-03-05T12:41:35.679849\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 1\n\n**ACTION REQUIRED**: You have planned tasks but none are dispatched. Assign employees and dispatch now, then call `yc-bench sim resume`.",
"agent_output": "Executed 6 tool call(s): yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80, yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae, yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68, yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585, yc-bench task dispatch --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65, yc-bench sim resume",
"commands_executed": [
"yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-03-05T12:41:35.679849\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id 7beb294b-6c55-4b5f-bece-725a8367ec80\"}",
"yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id c79d1dfb-4487-4c4d-bc07-8a8931263aae -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-03-05T12:41:35.679849\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n \\\"assigned_at\\\": \\\"2025-03-05T12:41:35.679849\\\"\\n }\\n ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
"yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id d7811404-b04a-4f11-a1a4-8f46f2487b68 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-03-05T12:41:35.679849\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n \\\"assigned_at\\\": \\\"2025-03-05T12:41:35.679849\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"d7811404-b04a-4f11-a1a4-8f46f2487b68\\\",\\n ",
"yc-bench task assign --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 --employee-id 0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"status\\\": \\\"planned\\\",\\n \\\"assignments\\\": [\\n {\\n \\\"employee_id\\\": \\\"0fd1e5d3-5bc2-4f8b-8ed6-407dabfb3585\\\",\\n \\\"assigned_at\\\": \\\"2025-03-05T12:41:35.679849\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"7beb294b-6c55-4b5f-bece-725a8367ec80\\\",\\n \\\"assigned_at\\\": \\\"2025-03-05T12:41:35.679849\\\"\\n },\\n {\\n \\\"employee_id\\\": \\\"c79d1dfb-4487-4c4d-bc07-8a8931263aae\\\",\\n ",
"yc-bench task dispatch --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"assignment_count\\\": 4\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65\"}",
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-05T12:41:35.679849\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-11T10:19:03.058680\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_half\\\",\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"handled\\\": true\\n }\\n ],\\n \\\"ok\\\": true,\\n \\\"checkpoint_event_type\\\": \\\"task_h"
]
},
{
"turn": 52,
"timestamp": "2026-02-26T18:40:10.210292+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-05T12:41:35.679849\n- new_sim_time: 2025-03-11T10:19:03.058680\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '383c655b-82eb-4c50-92ec-a19cf91d7b65', 'handled': True}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench task inspect --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65, yc-bench company status, yc-bench market browse --required-prestige-lte 1 --limit 50",
"commands_executed": [
"yc-bench task inspect --task-id 383c655b-82eb-4c50-92ec-a19cf91d7b65 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"description\\\": \\\"Stand up Grafana, Prometheus, and OpenTelemetry with custom dashboards tracking GPU utilization, token throughput, time-to-first-token, and per-request cost.\\\",\\n \\\"status\\\": \\\"active\\\",\\n \\\"required_prestige\\\": 1,\\n \\\"reward_funds_cents\\\": 3173124,\\n \\\"reward_prestige_delta\\\": 0.663,\\n \\\"skill_boo",
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 14472626,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-11T10:19:03.058680\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 1,\\n \\\"planned\\\": ",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50\"}"
]
},
{
"turn": 53,
"timestamp": "2026-02-26T18:40:12.303639+00:00",
"user_input": "## Turn 53 \u2014 Simulation State\n- **Current time**: 2025-03-11T10:19:03.058680\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 1\n- **Planned tasks**: 0\n\nDecide your next actions. Use `run_command` to execute CLI commands.",
"agent_output": "Executed 1 tool call(s): yc-bench sim resume",
"commands_executed": [
"yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"old_sim_time\\\": \\\"2025-03-11T10:19:03.058680\\\",\\n \\\"new_sim_time\\\": \\\"2025-03-19T14:37:12.550415\\\",\\n \\\"events_processed\\\": 1,\\n \\\"payrolls_applied\\\": 0,\\n \\\"balance_delta\\\": 0,\\n \\\"bankrupt\\\": false,\\n \\\"horizon_reached\\\": false,\\n \\\"wake_events\\\": [\\n {\\n \\\"type\\\": \\\"task_completed\\\",\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"success\\\": false,\\n \\\"funds_delta\\\": 0,\\n \\\"bankrupt\\\": false\\n }\\"
]
},
{
"turn": 54,
"timestamp": "2026-02-26T18:40:15.603188+00:00",
"user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-11T10:19:03.058680\n- new_sim_time: 2025-03-19T14:37:12.550415\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 0\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '383c655b-82eb-4c50-92ec-a19cf91d7b65', 'success': False, 'funds_delta': 0, 'bankrupt': False}\nYou are now at the new checkpoint. Query live state via yc-bench commands and decide next actions.",
"agent_output": "Executed 3 tool call(s): yc-bench company status, yc-bench market browse --required-prestige-lte 1 --limit 50, yc-bench task list",
"commands_executed": [
"yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"company_id\\\": \\\"a89ec586-896d-4ae6-860a-64928d44ea0c\\\",\\n \\\"company_name\\\": \\\"BenchCo\\\",\\n \\\"funds_cents\\\": 14472626,\\n \\\"prestige\\\": {\\n \\\"backend\\\": 1.0,\\n \\\"data\\\": 1.0,\\n \\\"frontend\\\": 1.0,\\n \\\"hardware\\\": 1.0,\\n \\\"research\\\": 1.0,\\n \\\"system\\\": 1.0,\\n \\\"training\\\": 1.0\\n },\\n \\\"sim_time\\\": \\\"2025-03-19T14:37:12.550415\\\",\\n \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n \\\"tasks\\\": {\\n \\\"active\\\": 0,\\n \\\"planned\\\": ",
"yc-bench market browse --required-prestige-lte 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50\"}",
"yc-bench task list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"count\\\": 10,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"383c655b-82eb-4c50-92ec-a19cf91d7b65\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for AI Workloads [SYSTEM-4]\\\",\\n \\\"status\\\": \\\"completed_fail\\\",\\n \\\"progress_pct\\\": 100.0,\\n \\\"deadline\\\": \\\"2025-03-18T12:41:35.679849\\\",\\n \\\"at_risk\\\": false\\n },\\n {\\n \\\"task_id\\\": \\\"d14ba08a-11c4-46ee-b81e-71397e25218c\\\",\\n \\\"title\\\": \\\"Deploy Observability Stack for"
]
},
{
"turn": 55,
"timestamp": "2026-02-26T18:40:17.543925+00:00",
"user_input": "## Turn 55 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --limit 50 --offset 0",
"commands_executed": [
"yc-bench market browse --limit 50 --offset 0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 300,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"3836626a-2d00-4354-ba46-813e85eb9429\\\",\\n \\\"title\\\": \\\"Deploy Edge Inference for Real-Time Video Analytics [HARDWARE-107]\\\",\\n \\\"description\\\": \\\"Set up an NVIDIA Jetson-based inference node running YOLO and a lightweight LLM for on-premises real-time camera analysis with local data processing.\\\",\\n \\\"required_prestige\\\": 8,\\n \\\"reward_"
]
},
{
"turn": 56,
"timestamp": "2026-02-26T18:40:20.896126+00:00",
"user_input": "## Turn 56 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 93b1ea24-3bed-49a4-b181-eae317fb3872, yc-bench task accept --task-id 70caaaa6-b973-4c17-b2cf-665bae363e6b",
"commands_executed": [
"yc-bench task accept --task-id 93b1ea24-3bed-49a4-b181-eae317fb3872 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (4).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 93b1ea24-3bed-49a4-b181-eae317fb3872\"}",
"yc-bench task accept --task-id 70caaaa6-b973-4c17-b2cf-665bae363e6b -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (4).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 70caaaa6-b973-4c17-b2cf-665bae363e6b\"}"
]
},
{
"turn": 57,
"timestamp": "2026-02-26T18:40:23.052553+00:00",
"user_input": "## Turn 57 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0\"}"
]
},
{
"turn": 58,
"timestamp": "2026-02-26T18:40:26.324523+00:00",
"user_input": "## Turn 58 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 2 --limit 50 --offset 0",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 2 --limit 50 --offset 0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 21,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"51d645f4-4172-473f-914a-84b594300a10\\\",\\n \\\"title\\\": \\\"Build Customer Feedback Loop into Training Pipeline [DATA-208]\\\",\\n \\\"description\\\": \\\"Implement a system where end-user thumbs-up/down signals are routed, reviewed, and selectively incorporated into fine-tuning datasets with human approval.\\\",\\n \\\"required_prestige\\\": 2,\\n \\\"reward_"
]
},
{
"turn": 59,
"timestamp": "2026-02-26T18:40:30.430958+00:00",
"user_input": "## Turn 59 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 2 tool call(s): yc-bench task accept --task-id 9d3114b0-57b3-4fb5-8366-53edae885e78, yc-bench task accept --task-id 51d645f4-4172-473f-914a-84b594300a10",
"commands_executed": [
"yc-bench task accept --task-id 9d3114b0-57b3-4fb5-8366-53edae885e78 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 9d3114b0-57b3-4fb5-8366-53edae885e78\"}",
"yc-bench task accept --task-id 51d645f4-4172-473f-914a-84b594300a10 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 51d645f4-4172-473f-914a-84b594300a10\"}"
]
},
{
"turn": 60,
"timestamp": "2026-02-26T18:40:32.771029+00:00",
"user_input": "## Turn 60 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --offset 0",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --offset 0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --offset 0\"}"
]
},
{
"turn": 61,
"timestamp": "2026-02-26T18:40:35.351538+00:00",
"user_input": "## Turn 61 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0",
"commands_executed": [
"yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 0,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --limit 50 --offset 0\"}"
]
},
{
"turn": 62,
"timestamp": "2026-02-26T18:40:37.501135+00:00",
"user_input": "## Turn 62 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench market browse --limit 50 --offset 250",
"commands_executed": [
"yc-bench market browse --limit 50 --offset 250 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n \\\"total\\\": 300,\\n \\\"offset\\\": 250,\\n \\\"limit\\\": 50,\\n \\\"tasks\\\": [\\n {\\n \\\"task_id\\\": \\\"69a544f5-cbb3-4ee7-86cc-cf0bdf600a96\\\",\\n \\\"title\\\": \\\"Develop RAG Hallucination Detection Framework [RESEARCH-170]\\\",\\n \\\"description\\\": \\\"Build a systematic evaluation pipeline measuring faithfulness, relevance, and attribution accuracy for retrieval-augmented generation systems.\\\",\\n \\\"required_prestige\\\": 3,\\n \\\"reward_funds_cents"
]
},
{
"turn": 63,
"timestamp": "2026-02-26T18:40:40.782983+00:00",
"user_input": "## Turn 63 \u2014 Simulation State\n- **Current time**: 2025-03-19T14:37:12.550415\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $144,726.26 (14472626 cents)\n- **Monthly payroll**: $52,636.87\n- **Runway**: ~2.7 months\n- **Employees**: 8\n- **Active tasks**: 0\n- **Planned tasks**: 0\n\n**ACTION REQUIRED**: No tasks are running. Accept a task, assign employees to it, dispatch it, then call `yc-bench sim resume`. Do this now \u2014 every turn without active tasks burns runway.",
"agent_output": "Executed 1 tool call(s): yc-bench task accept --task-id 3836626a-2d00-4354-ba46-813e85eb9429",
"commands_executed": [
"yc-bench task accept --task-id 3836626a-2d00-4354-ba46-813e85eb9429 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.0) does not meet task requirement (8).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 3836626a-2d00-4354-ba46-813e85eb9429\"}"
]
}
]
}

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scripts/bot_runner.py Normal file
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@ -0,0 +1,451 @@
"""Bot runner: plays YC-Bench using direct DB access with pluggable strategies.
Strategies:
greedy — pick highest reward among completable tasks
random — pick randomly among completable tasks (deterministic via RngStreams)
throughput — pick highest reward/hour among completable tasks
prestige — phase 1: climb prestige fast, phase 2: throughput
Usage:
uv run python scripts/bot_runner.py # all bots, all configs, all seeds
uv run python scripts/bot_runner.py --bot greedy # just greedy
uv run python scripts/bot_runner.py --bot random --seed 1 --config medium
"""
from __future__ import annotations
import argparse
import os
import sys
from dataclasses import dataclass
from datetime import datetime, timezone
from decimal import Decimal
from pathlib import Path
from typing import Callable, Optional
from uuid import uuid4
sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
from yc_bench.config import load_config
from yc_bench.core.business_time import add_business_hours
from yc_bench.core.engine import advance_time
from yc_bench.core.eta import recalculate_etas
from yc_bench.core.events import fetch_next_event, insert_event
from yc_bench.db.models.company import Company, CompanyPrestige
from yc_bench.db.models.employee import Employee, EmployeeSkillRate
from yc_bench.db.models.event import EventType
from yc_bench.db.models.sim_state import SimState
from yc_bench.db.models.task import Task, TaskAssignment, TaskRequirement, TaskStatus
from yc_bench.db.session import build_engine, build_session_factory, init_db, session_scope
from yc_bench.services.generate_tasks import generate_replacement_task
from yc_bench.services.rng import RngStreams
from yc_bench.services.seed_world import SeedWorldRequest, seed_world_transactional
CONFIGS = ["medium", "hard", "nightmare"]
SEEDS = [1, 2, 3]
# Cap task cycles to match LLM throughput. An LLM gets 500 turns and needs
# ~5 turns per task cycle (browse + accept + 5× assign + dispatch + resume),
# so it can complete at most ~100 tasks. The sim still runs to horizon —
# once the budget is exhausted the bot just advances time (paying salaries,
# bleeding cash) exactly like an LLM that hit max_turns.
MAX_TASK_CYCLES = 100
@dataclass
class CandidateTask:
task: object # ORM Task row
reward_cents: int
prestige_delta: float
completion_hours: Decimal
is_completable: bool
def estimate_completion_hours(task_reqs, employee_skills, n_concurrent_tasks=1):
"""Estimate hours to complete task with all employees assigned."""
domain_rates = {}
for req in task_reqs:
domain = req["domain"]
total_rate = Decimal("0")
for emp in employee_skills:
rate = emp.get(domain, Decimal("0"))
total_rate += rate / Decimal(n_concurrent_tasks)
domain_rates[domain] = total_rate
max_hours = Decimal("0")
for req in task_reqs:
domain = req["domain"]
qty = Decimal(str(req["required_qty"]))
rate = domain_rates.get(domain, Decimal("0"))
if rate <= 0:
return None
hours = qty / rate
if hours > max_hours:
max_hours = hours
return max_hours
def _compute_deadline(accepted_at, total_required_qty, cfg):
work_hours = cfg.workday_end_hour - cfg.workday_start_hour
biz_days = max(cfg.deadline_min_biz_days, int(total_required_qty / cfg.deadline_qty_per_day))
return add_business_hours(accepted_at, Decimal(str(biz_days)) * Decimal(str(work_hours)))
def _build_candidates(db, company_id, sim_state, world_cfg, emp_skills):
"""Build CandidateTask list for all market tasks the company can see."""
prestige_rows = db.query(CompanyPrestige).filter(
CompanyPrestige.company_id == company_id
).all()
max_prestige = max((float(p.prestige_level) for p in prestige_rows), default=1.0)
market_tasks = db.query(Task).filter(
Task.status == TaskStatus.MARKET,
Task.required_prestige <= int(max_prestige),
).order_by(Task.reward_funds_cents.desc()).all()
all_skills = [{d: r for d, r in e["skills"].items()} for e in emp_skills]
candidates = []
for task in market_tasks:
reqs = db.query(TaskRequirement).filter(
TaskRequirement.task_id == task.id
).all()
total_qty = sum(float(r.required_qty) for r in reqs)
task_reqs = [{"domain": r.domain, "required_qty": float(r.required_qty)} for r in reqs]
completion_hours = estimate_completion_hours(task_reqs, all_skills, n_concurrent_tasks=1)
is_completable = False
if completion_hours is not None:
deadline = _compute_deadline(sim_state.sim_time, total_qty, world_cfg)
completion_time = add_business_hours(sim_state.sim_time, completion_hours)
is_completable = completion_time <= deadline
candidates.append(CandidateTask(
task=task,
reward_cents=task.reward_funds_cents,
prestige_delta=float(task.reward_prestige_delta),
completion_hours=completion_hours if completion_hours is not None else Decimal("999999"),
is_completable=is_completable,
))
return candidates, max_prestige
# ── Strategy functions ──────────────────────────────────────────────────────
StrategyFn = Callable # (completable: list[CandidateTask], context: dict) -> Optional[CandidateTask]
def strategy_greedy(completable: list[CandidateTask], context: dict) -> Optional[CandidateTask]:
"""Pick the task with the highest reward."""
if not completable:
return None
return max(completable, key=lambda c: c.reward_cents)
def strategy_random(completable: list[CandidateTask], context: dict) -> Optional[CandidateTask]:
"""Pick a random completable task (deterministic via seeded RNG)."""
if not completable:
return None
seed = context["seed"]
turn = context["turn"]
rng = RngStreams(seed).stream(f"bot_random_select:{turn}")
return rng.choice(completable)
def strategy_throughput(completable: list[CandidateTask], context: dict) -> Optional[CandidateTask]:
"""Pick the task with the highest reward per hour."""
if not completable:
return None
return max(completable, key=lambda c: Decimal(c.reward_cents) / c.completion_hours)
def strategy_prestige(completable: list[CandidateTask], context: dict) -> Optional[CandidateTask]:
"""Phase 1 (prestige < 5): climb prestige fastest. Phase 2: throughput."""
if not completable:
return None
current_prestige = context["max_prestige"]
if current_prestige < 5:
# Prefer tasks that give prestige delta per hour of work
prestige_tasks = [c for c in completable if c.prestige_delta > 0]
if prestige_tasks:
return max(prestige_tasks, key=lambda c: Decimal(str(c.prestige_delta)) / c.completion_hours)
# Fall back to throughput
return max(completable, key=lambda c: Decimal(c.reward_cents) / c.completion_hours)
STRATEGIES = {
"greedy": ("greedy_bot", strategy_greedy),
"random": ("random_bot", strategy_random),
"throughput": ("throughput_bot", strategy_throughput),
"prestige": ("prestige_bot", strategy_prestige),
}
# ── Shared simulation runner ───────────────────────────────────────────────
def run_bot(config_name: str, seed: int, bot_slug: str, strategy_fn: StrategyFn):
"""Run a bot strategy on one (config, seed) pair. Returns result dict."""
cfg = load_config(config_name)
world_cfg = cfg.world
db_dir = Path("db")
db_dir.mkdir(exist_ok=True)
db_path = db_dir / f"{config_name}_{seed}_{bot_slug}.db"
if db_path.exists():
db_path.unlink()
db_url = f"sqlite:///{db_path}"
os.environ["DATABASE_URL"] = db_url
os.environ["YC_BENCH_EXPERIMENT"] = config_name
engine = build_engine(db_url)
init_db(engine)
factory = build_session_factory(engine)
with session_scope(factory) as db:
start_dt = datetime(2025, 1, 1, 9, 0, 0, tzinfo=timezone.utc)
horizon_end = start_dt.replace(year=start_dt.year + cfg.sim.horizon_years)
req = SeedWorldRequest(
run_seed=seed,
company_name=bot_slug.replace("_", " ").title(),
horizon_years=cfg.sim.horizon_years,
employee_count=world_cfg.num_employees,
market_task_count=world_cfg.num_market_tasks,
start_date=start_dt,
)
result = seed_world_transactional(db, req)
company_id = result.company_id
insert_event(
db=db,
company_id=company_id,
event_type=EventType.HORIZON_END,
scheduled_at=horizon_end,
payload={"reason": "horizon_end"},
dedupe_key="horizon_end",
)
sim_state = SimState(
company_id=company_id,
sim_time=start_dt,
run_seed=seed,
horizon_end=horizon_end,
replenish_counter=0,
)
db.add(sim_state)
db.flush()
tasks_completed = 0
tasks_failed = 0
task_cycles_used = 0
turn = 0
while True:
turn += 1
with session_scope(factory) as db:
sim_state = db.query(SimState).first()
company = db.query(Company).filter(Company.id == company_id).one()
if company.funds_cents < 0:
break
if sim_state.sim_time >= sim_state.horizon_end:
break
active_tasks = db.query(Task).filter(
Task.company_id == company_id,
Task.status == TaskStatus.ACTIVE,
).all()
if active_tasks:
next_event = fetch_next_event(db, company_id, sim_state.horizon_end)
if next_event is None:
break
adv = advance_time(db, company_id, next_event.scheduled_at)
for we in adv.wake_events:
if we.get("type") == "task_completed":
if we.get("success"):
tasks_completed += 1
else:
tasks_failed += 1
if adv.bankrupt or adv.horizon_reached:
break
continue
# No active task — if we've used up our task budget, just
# advance time (pay salaries, bleed cash) like an LLM that
# hit max_turns would.
if task_cycles_used >= MAX_TASK_CYCLES:
next_event = fetch_next_event(db, company_id, sim_state.horizon_end)
if next_event is None:
adv = advance_time(db, company_id, sim_state.horizon_end)
break
adv = advance_time(db, company_id, next_event.scheduled_at)
if adv.bankrupt or adv.horizon_reached:
break
continue
# Get employees and build candidates
employees = db.query(Employee).filter(Employee.company_id == company_id).all()
emp_skills = []
for emp in employees:
skills = db.query(EmployeeSkillRate).filter(
EmployeeSkillRate.employee_id == emp.id
).all()
skill_map = {s.domain: Decimal(s.rate_domain_per_hour) for s in skills}
emp_skills.append({"id": emp.id, "skills": skill_map})
candidates, max_prestige = _build_candidates(db, company_id, sim_state, world_cfg, emp_skills)
completable = [c for c in candidates if c.is_completable]
context = {
"seed": seed,
"turn": turn,
"max_prestige": max_prestige,
}
chosen = strategy_fn(completable, context)
if chosen is None:
next_event = fetch_next_event(db, company_id, sim_state.horizon_end)
if next_event is None:
adv = advance_time(db, company_id, sim_state.horizon_end)
break
adv = advance_time(db, company_id, next_event.scheduled_at)
if adv.bankrupt or adv.horizon_reached:
break
continue
best_task = chosen.task
# Accept the task
reqs = db.query(TaskRequirement).filter(
TaskRequirement.task_id == best_task.id
).all()
total_qty = sum(float(r.required_qty) for r in reqs)
best_task.status = TaskStatus.PLANNED
best_task.company_id = company_id
best_task.accepted_at = sim_state.sim_time
best_task.deadline = _compute_deadline(sim_state.sim_time, total_qty, world_cfg)
# Generate replacement
counter = sim_state.replenish_counter
sim_state.replenish_counter = counter + 1
replacement = generate_replacement_task(
run_seed=sim_state.run_seed,
replenish_counter=counter,
cfg=world_cfg,
)
replacement_row = Task(
id=uuid4(),
company_id=None,
status=TaskStatus.MARKET,
title=replacement.title,
description=replacement.description,
required_prestige=replacement.required_prestige,
reward_funds_cents=replacement.reward_funds_cents,
reward_prestige_delta=replacement.reward_prestige_delta,
skill_boost_pct=replacement.skill_boost_pct,
accepted_at=None, deadline=None, completed_at=None,
success=None, halfway_event_emitted=False,
)
db.add(replacement_row)
for domain, qty in replacement.requirements.items():
db.add(TaskRequirement(
task_id=replacement_row.id,
domain=domain,
required_qty=qty,
completed_qty=0,
))
# Assign ALL employees
for e in emp_skills:
db.add(TaskAssignment(
task_id=best_task.id,
employee_id=e["id"],
assigned_at=sim_state.sim_time,
))
db.flush()
best_task.status = TaskStatus.ACTIVE
db.flush()
recalculate_etas(db, company_id, sim_state.sim_time,
impacted_task_ids={best_task.id},
half_threshold=world_cfg.task_half_threshold)
task_cycles_used += 1
# Final state
with session_scope(factory) as db:
company = db.query(Company).filter(Company.id == company_id).one()
sim_state = db.query(SimState).first()
final_balance = company.funds_cents
bankrupt = final_balance < 0
prestige_rows = db.query(CompanyPrestige).filter(
CompanyPrestige.company_id == company_id
).all()
max_p = max((float(p.prestige_level) for p in prestige_rows), default=1.0)
return {
"config": config_name,
"seed": seed,
"bot": bot_slug,
"turns": turn,
"final_balance_cents": final_balance,
"bankrupt": bankrupt,
"tasks_completed": tasks_completed,
"tasks_failed": tasks_failed,
"max_prestige": max_p,
}
def main():
parser = argparse.ArgumentParser(description="Run YC-Bench bot strategies")
parser.add_argument("--bot", choices=list(STRATEGIES.keys()), default=None,
help="Run only this bot (default: all)")
parser.add_argument("--config", choices=CONFIGS, default=None,
help="Run only this config (default: all)")
parser.add_argument("--seed", type=int, default=None,
help="Run only this seed (default: all)")
args = parser.parse_args()
bots = [args.bot] if args.bot else list(STRATEGIES.keys())
configs = [args.config] if args.config else CONFIGS
seeds = [args.seed] if args.seed else SEEDS
results = []
total = len(bots) * len(configs) * len(seeds)
print(f"Running {total} bot simulations...\n")
for bot_name in bots:
slug, strategy_fn = STRATEGIES[bot_name]
for config_name in configs:
for seed in seeds:
print(f" {slug} | {config_name} seed={seed} ...", end=" ", flush=True)
r = run_bot(config_name, seed, slug, strategy_fn)
results.append(r)
if r["bankrupt"]:
tag = "BANKRUPT"
else:
tag = f"${r['final_balance_cents']/100:,.0f}"
print(f"{tag} | {r['tasks_completed']} OK, {r['tasks_failed']} fail | prestige {r['max_prestige']:.1f} | {r['turns']} turns")
print(f"\n{'Bot':<16} {'Config':<12} {'Seed':<5} {'Final Balance':>14} {'OK':>4} {'Fail':>5} {'Prestige':>9}")
print("-" * 70)
for r in results:
fb = "BANKRUPT" if r["bankrupt"] else f"${r['final_balance_cents']/100:,.0f}"
print(f"{r['bot']:<16} {r['config']:<12} {r['seed']:<5} {fb:>14} {r['tasks_completed']:>4} {r['tasks_failed']:>5} {r['max_prestige']:>8.1f}")
bankrupt_count = sum(1 for r in results if r["bankrupt"])
print(f"\nBankruptcies: {bankrupt_count}/{len(results)}")
if __name__ == "__main__":
main()

48
scripts/greedy_bot.py Normal file
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@ -0,0 +1,48 @@
"""Greedy bot shim — delegates to bot_runner.py.
Usage:
uv run python scripts/greedy_bot.py
"""
from __future__ import annotations
import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
sys.path.insert(0, str(Path(__file__).parent))
from bot_runner import CONFIGS, SEEDS, STRATEGIES, run_bot
def main():
slug, strategy_fn = STRATEGIES["greedy"]
print("Running greedy bot across all configs and seeds...\n")
results = []
for config_name in CONFIGS:
for seed in SEEDS:
print(f" {config_name} seed={seed} ...", end=" ", flush=True)
r = run_bot(config_name, seed, slug, strategy_fn)
results.append(r)
if r["bankrupt"]:
tag = "BANKRUPT"
elif r["final_balance_cents"] >= 1_000_000_00:
tag = f"${r['final_balance_cents']/100:,.0f}"
else:
tag = f"${r['final_balance_cents']/100:,.0f}"
print(f"{tag} | {r['tasks_completed']} OK, {r['tasks_failed']} fail | prestige {r['max_prestige']:.1f} | {r['turns']} turns")
print(f"\n{'Config':<12} {'Seed':<5} {'Final Balance':>14} {'OK':>4} {'Fail':>5} {'Prestige':>9}")
print("-" * 55)
for r in results:
fb = "BANKRUPT" if r["bankrupt"] else f"${r['final_balance_cents']/100:,.0f}"
print(f"{r['config']:<12} {r['seed']:<5} {fb:>14} {r['tasks_completed']:>4} {r['tasks_failed']:>5} {r['max_prestige']:>8.1f}")
bankrupt_count = sum(1 for r in results if r["bankrupt"])
print(f"\nBankruptcies: {bankrupt_count}/{len(results)}")
if __name__ == "__main__":
main()

258
scripts/plot_comparison.py
View file

@ -1,4 +1,4 @@
"""Sonnet 4.6 vs Gemini 3 Flash — apples-to-apples comparison plot."""
"""YC-Bench comparison plot — Collinear AI branding."""
import sqlite3
from pathlib import Path
from datetime import datetime
@ -8,28 +8,69 @@ matplotlib.use("Agg")
import matplotlib.pyplot as plt
import matplotlib.dates as mdates
import matplotlib.ticker as mticker
import numpy as np
ROOT = Path(__file__).parent.parent
INITIAL_FUNDS_CENTS = 25_000_000
# ── Collinear brand palette ──────────────────────────────────────────────────
NAVY = "#13234D"
ORANGE = "#F26125"
BLUE = "#4D65FF"
BG_COLOR = "#FAFBFD"
GRID_CLR = "#E8ECF2"
TEXT_CLR = "#2A2F3D"
MUTED = "#6B7694"
CARD_BG = "#FFFFFF"
MODELS = {
"sonnet": {
"slug": "anthropic_claude-sonnet-4-6",
"label": "Sonnet 4.6",
"color": "#2563eb",
"dash": "-",
"color": BLUE,
},
"gemini": {
"slug": "gemini_gemini-3-flash-preview",
"label": "Gemini 3 Flash",
"color": "#f97316",
"dash": "-",
"color": ORANGE,
},
"gpt52": {
"slug": "openai_gpt-5.2",
"label": "GPT-5.2",
"color": "#22C55E",
},
"greedy": {
"slug": "greedy_bot",
"label": "Greedy Bot",
"color": NAVY,
},
}
BOT_KEYS = {"greedy"}
CONFIGS = ["medium", "hard", "nightmare"]
SEEDS = [1, 2, 3]
DIFF_COLORS = {"medium": BLUE, "hard": ORANGE, "nightmare": "#DC2626"}
def load_logo_image(height_px=80):
"""Render the wordmark SVG to a high-res RGBA PIL image."""
import os, ctypes.util
# Ensure homebrew cairo is findable
if ctypes.util.find_library("cairo") is None:
brew_lib = "/opt/homebrew/lib"
if Path(brew_lib).exists():
os.environ.setdefault("DYLD_LIBRARY_PATH", brew_lib)
import cairosvg
from PIL import Image
import io
p = ROOT / "plots" / "collinear_wordmark.svg"
if not p.exists():
return None
png_data = cairosvg.svg2png(url=str(p), output_height=height_px)
return Image.open(io.BytesIO(png_data)).convert("RGBA")
def load_funds_curve(db_path):
con = sqlite3.connect(str(db_path))
@ -39,7 +80,6 @@ def load_funds_curve(db_path):
con.close()
if not rows:
return [], []
times, balances = [], []
running = INITIAL_FUNDS_CENTS
start = datetime.fromisoformat(rows[0][0]).replace(
@ -47,16 +87,13 @@ def load_funds_curve(db_path):
)
times.append(start)
balances.append(running / 100)
for occurred_at, amount_cents in rows:
running += int(amount_cents)
t = datetime.fromisoformat(occurred_at)
# Cap at end of year 1 for apples-to-apples
if t.year > 2025:
break
times.append(t)
balances.append(running / 100)
return times, balances
@ -71,13 +108,10 @@ def load_all():
times, balances = load_funds_curve(db_path)
bankrupt = len(balances) > 1 and balances[-1] <= 0
runs.append({
"config": config,
"seed": seed,
"model_key": key,
"label": model["label"],
"config": config, "seed": seed,
"model_key": key, "label": model["label"],
"color": model["color"],
"times": times,
"balances": balances,
"times": times, "balances": balances,
"bankrupt": bankrupt,
"final": balances[-1] if balances else 0,
})
@ -87,79 +121,197 @@ def load_all():
def make_plot(runs):
fig, axes = plt.subplots(3, 3, figsize=(18, 14), facecolor="white")
fig.suptitle(
"Sonnet 4.6 vs Gemini 3 Flash · YC-Bench · 1-Year Horizon",
fontsize=16, fontweight="600", y=0.98, color="#1a1a1a",
fig, axes = plt.subplots(3, 3, figsize=(30, 22), facecolor=BG_COLOR)
# ── Header band (drawn as a filled Rectangle patch on the figure) ────
from matplotlib.patches import FancyBboxPatch
header_rect = plt.Rectangle((0, 0.90), 1, 0.10,
transform=fig.transFigure, facecolor=NAVY,
edgecolor="none", zorder=0)
fig.patches.append(header_rect)
# Orange accent line under header
accent_rect = plt.Rectangle((0, 0.895), 1, 0.006,
transform=fig.transFigure, facecolor=ORANGE,
edgecolor="none", zorder=1)
fig.patches.append(accent_rect)
fig.text(
0.5, 0.955,
"YC-Bench | 1-Year Horizon",
ha="center", va="center",
fontsize=50, fontweight="700", color="white",
fontfamily="Helvetica Neue", zorder=2,
)
# ── Common legend in header ─────────────────────────────────────────
legend_items = [
("Sonnet 4.6", BLUE, "-", 4.0, 0.95),
("Gemini 3 Flash", ORANGE, "-", 4.0, 0.95),
("GPT-5.2", "#22C55E", "-", 4.0, 0.95),
("Greedy Bot", NAVY, "--", 3.5, 0.75),
]
legend_handles = []
for lbl, clr, ls, lw, alpha in legend_items:
line = plt.Line2D([0], [0], color=clr, linewidth=lw, linestyle=ls,
alpha=alpha)
legend_handles.append(line)
legend_labels = [item[0] for item in legend_items]
fig.legend(
legend_handles, legend_labels,
loc="center", bbox_to_anchor=(0.53, 0.855),
ncol=4, fontsize=22, frameon=False,
labelcolor=TEXT_CLR, handlelength=3.5, handletextpad=1.0,
columnspacing=3.0,
)
# Pre-render logo from SVG at high res (will composite after savefig)
logo_img = load_logo_image(height_px=120)
for row, config in enumerate(CONFIGS):
for col, seed in enumerate(SEEDS):
ax = axes[row][col]
ax.set_facecolor("white")
for spine in ax.spines.values():
spine.set_edgecolor("#d0d0d0")
spine.set_linewidth(0.7)
ax.set_facecolor(CARD_BG)
# Bankruptcy line
ax.axhline(0, color="#ef4444", linewidth=0.8, linestyle="--", alpha=0.4)
ax.axhline(250_000, color="#9ca3af", linewidth=0.5, linestyle=":", alpha=0.4)
for spine in ax.spines.values():
spine.set_edgecolor(GRID_CLR)
spine.set_linewidth(1.2)
# Log scale on y-axis
ax.set_yscale("log")
# Reference lines
ax.axhline(250_000, color=MUTED, linewidth=0.8, linestyle=":", alpha=0.3, zorder=1)
cell_runs = [r for r in runs if r["config"] == config and r["seed"] == seed]
# Sort: bots first (background), then survivors desc, then bankrupt
def sort_key(r):
if r["model_key"] in BOT_KEYS: return (0, 0)
if not r["bankrupt"]: return (1, -r["final"])
return (2, 0)
cell_runs.sort(key=sort_key)
for r in cell_runs:
if not r["times"]:
continue
alpha = 0.35 if r["bankrupt"] else 1.0
lw = 1.0 if r["bankrupt"] else 2.0
is_bot = r["model_key"] in BOT_KEYS
if r["bankrupt"]:
alpha, lw, ls = 0.4, 2.0, "-" if not is_bot else "--"
elif is_bot:
alpha, lw, ls = 0.75, 3.5, "--"
else:
alpha, lw, ls = 0.95, 3.0, "-"
val = r["final"]
if r["bankrupt"]:
lbl = f"{r['label']} — bankrupt"
elif val >= 1e6:
lbl = f"{r['label']} — ${val/1e6:.1f}M"
else:
val = r["final"]
lbl = f"{r['label']} — ${val/1e6:.1f}M" if val >= 1e6 else f"{r['label']} — ${val/1e3:.0f}K"
lbl = f"{r['label']} — ${val/1e3:.0f}K"
ax.plot(r["times"], r["balances"], color=r["color"],
linewidth=lw, alpha=alpha, label=lbl, zorder=3)
# Clamp balances for log scale (floor at $1K)
plot_bals = [max(b, 1_000) for b in r["balances"]]
ax.plot(
r["times"], plot_bals,
color=r["color"], linewidth=lw, alpha=alpha,
label=lbl, linestyle=ls,
zorder=2 if is_bot else 3,
)
if r["bankrupt"]:
ax.scatter([r["times"][-1]], [r["balances"][-1]],
color=r["color"], marker="x", s=50, linewidths=1.5, alpha=0.5, zorder=5)
else:
ax.scatter([r["times"][-1]], [r["balances"][-1]],
color=r["color"], marker="*", s=100, zorder=5)
ax.scatter(
[r["times"][-1]], [max(r["balances"][-1], 1_000)],
color=r["color"], marker="X", s=120,
linewidths=2, alpha=0.6, zorder=5,
edgecolors="white",
)
elif not is_bot:
ax.scatter(
[r["times"][-1]], [r["balances"][-1]],
color=r["color"], marker="o", s=100, zorder=5,
edgecolors="white", linewidths=2.5,
)
# Title
if row == 0:
ax.set_title(f"Seed {seed}", fontsize=11, fontweight="500", color="#374151", pad=8)
# No per-axis column title (seed labels placed via fig.text below)
# Row label
if col == 0:
ax.set_ylabel(f"{config.upper()}\n\nFunds", fontsize=10, color="#374151", fontweight="600")
ax.set_ylabel("Funds ($)", fontsize=20, color=MUTED, fontweight="400", labelpad=10)
ax.annotate(
config.upper(),
xy=(-0.22, 0.5), xycoords="axes fraction",
fontsize=23, fontweight="800",
color=DIFF_COLORS[config],
ha="center", va="center", rotation=90,
)
# Formatting
# Axes formatting
ax.xaxis.set_major_formatter(mdates.DateFormatter("%b"))
ax.xaxis.set_major_locator(mdates.MonthLocator(interval=3))
ax.tick_params(colors="#666", labelsize=7)
ax.grid(axis="y", color="#f0f0f0", linewidth=0.5)
ax.xaxis.set_major_locator(mdates.MonthLocator(interval=2))
ax.tick_params(colors=MUTED, labelsize=18, length=5, width=0.8, pad=6)
ax.grid(axis="y", color=GRID_CLR, linewidth=0.7, alpha=0.8)
ax.grid(axis="x", color=GRID_CLR, linewidth=0.4, alpha=0.4)
ax.yaxis.set_major_formatter(
mticker.FuncFormatter(
lambda x, _: f"${x/1e6:.0f}M" if abs(x) >= 1e6
else f"${x/1e3:.0f}K" if abs(x) >= 1e3
lambda x, _: f"${x/1e6:.0f}M" if x >= 1e6
else f"${x/1e3:.0f}K" if x >= 1e3
else f"${x:.0f}"
)
)
ax.yaxis.set_minor_formatter(mticker.NullFormatter())
legend = ax.legend(fontsize=7, loc="upper left", frameon=True,
facecolor="white", edgecolor="#e5e7eb", framealpha=0.9)
for text in legend.get_texts():
text.set_color("#374151")
# No per-cell legend (common legend in header)
plt.subplots_adjust(
left=0.08, right=0.98, top=0.79, bottom=0.05,
hspace=0.30, wspace=0.22,
)
# Seed column headers just above the plot grid
col_centers = [0.08 + (0.98 - 0.08) * (i + 0.5) / 3 for i in range(3)]
for i, seed in enumerate(SEEDS):
fig.text(
col_centers[i], 0.80,
f"Seed {seed}",
ha="center", va="bottom",
fontsize=26, fontweight="600", color=TEXT_CLR,
)
# Footer
fig.text(
0.5, 0.01,
"collinear.ai | YC-Bench: Long-Horizon Deterministic Benchmark for LLM Agents",
ha="center", va="bottom",
fontsize=18, fontweight="400", color=MUTED,
fontstyle="italic",
)
plt.tight_layout(rect=[0, 0, 1, 0.95])
out = ROOT / "plots" / "sonnet_vs_gemini.png"
out.parent.mkdir(parents=True, exist_ok=True)
plt.savefig(out, dpi=180, bbox_inches="tight", facecolor="white")
dpi = 150
plt.savefig(out, dpi=dpi, facecolor=BG_COLOR, pad_inches=0)
# Composite SVG logo onto the navy header band
if logo_img is not None:
from PIL import Image
plot_img = Image.open(out).convert("RGBA")
img_w, img_h = plot_img.size
# Header band is top 10% of image (no pad_inches)
header_top = 0
header_h = int(img_h * 0.10)
# Scale logo to ~65% of header height
target_h = int(header_h * 0.65)
scale = target_h / logo_img.size[1]
logo = logo_img.resize((int(logo_img.size[0] * scale), target_h), Image.LANCZOS)
# Center vertically in the navy header band
y_offset = header_top + (header_h - target_h) // 2
x_offset = 70
plot_img.paste(logo, (x_offset, y_offset), logo)
plot_img.save(out)
print(f"\nSaved: {out}")

7
src/yc_bench/cli/__init__.py
View file

@ -77,6 +77,13 @@ app.add_typer(report_app, name="report")
app.add_typer(scratchpad_app, name="scratchpad")
@app.command("start")
def start_command_cli():
"""Interactive 3-step quickstart: pick model, enter key, choose difficulty, run."""
from .start_command import start_interactive
start_interactive()
@app.command("run")
def run_command_cli(
model: str = typer.Option(..., help="LiteLLM model string (e.g. openrouter/z-ai/glm-5)"),

258
src/yc_bench/cli/start_command.py Normal file
View file

@ -0,0 +1,258 @@
"""Interactive 3-step quickstart for YC-Bench."""
from __future__ import annotations
import os
import subprocess
import sys
import tempfile
import typer
from rich.console import Console
from rich.panel import Panel
from rich.prompt import Confirm, Prompt, IntPrompt
from rich.table import Table
console = Console()
# ── Model catalogue (Feb 2026) ───────────────────────────────────────────
MODELS: list[dict] = [
# ── Anthropic ──
{"provider": "Anthropic", "name": "Claude Opus 4.6", "id": "anthropic/claude-opus-4-6", "key_env": "ANTHROPIC_API_KEY"},
{"provider": "Anthropic", "name": "Claude Sonnet 4.6", "id": "anthropic/claude-sonnet-4-6", "key_env": "ANTHROPIC_API_KEY"},
{"provider": "Anthropic", "name": "Claude Haiku 4.5", "id": "anthropic/claude-haiku-4-5-20251001", "key_env": "ANTHROPIC_API_KEY"},
# ── OpenAI ──
{"provider": "OpenAI", "name": "GPT-5.2", "id": "openai/gpt-5.2", "key_env": "OPENAI_API_KEY"},
{"provider": "OpenAI", "name": "GPT-5.1 Mini", "id": "openai/gpt-5.1-mini", "key_env": "OPENAI_API_KEY"},
{"provider": "OpenAI", "name": "GPT-4.1", "id": "openai/gpt-4.1", "key_env": "OPENAI_API_KEY"},
{"provider": "OpenAI", "name": "o4-mini", "id": "openai/o4-mini", "key_env": "OPENAI_API_KEY"},
# ── Google (via OpenRouter) ──
{"provider": "Google", "name": "Gemini 3.1 Pro", "id": "openrouter/google/gemini-3.1-pro-preview", "key_env": "OPENROUTER_API_KEY"},
{"provider": "Google", "name": "Gemini 3 Flash", "id": "openrouter/google/gemini-3-flash-preview", "key_env": "OPENROUTER_API_KEY"},
{"provider": "Google", "name": "Gemini 2.5 Flash (free)", "id": "openrouter/google/gemini-2.5-flash-preview:free", "key_env": "OPENROUTER_API_KEY"},
# ── DeepSeek (via OpenRouter) ──
{"provider": "DeepSeek", "name": "DeepSeek V3", "id": "openrouter/deepseek/deepseek-chat", "key_env": "OPENROUTER_API_KEY"},
{"provider": "DeepSeek", "name": "DeepSeek R1", "id": "openrouter/deepseek/deepseek-reasoner", "key_env": "OPENROUTER_API_KEY"},
# ── xAI (via OpenRouter) ──
{"provider": "xAI", "name": "Grok 3 Mini", "id": "openrouter/x-ai/grok-3-mini-fast", "key_env": "OPENROUTER_API_KEY"},
# ── Qwen (via OpenRouter) ──
{"provider": "Qwen", "name": "Qwen3 235B", "id": "openrouter/qwen/qwen3-235b-a22b", "key_env": "OPENROUTER_API_KEY"},
{"provider": "Qwen", "name": "Qwen3 30B (free)", "id": "openrouter/qwen/qwen3-30b-a3b:free", "key_env": "OPENROUTER_API_KEY"},
# ── Meta (via OpenRouter) ──
{"provider": "Meta", "name": "Llama 4 Scout", "id": "openrouter/meta-llama/llama-4-scout", "key_env": "OPENROUTER_API_KEY"},
{"provider": "Meta", "name": "Llama 3.3 70B", "id": "openrouter/meta-llama/llama-3.3-70b-instruct", "key_env": "OPENROUTER_API_KEY"},
# ── Mistral (via OpenRouter) ──
{"provider": "Mistral", "name": "Mistral Medium 3", "id": "openrouter/mistralai/mistral-medium-3", "key_env": "OPENROUTER_API_KEY"},
]
# ── API key detection ────────────────────────────────────────────────────
KEY_PATTERNS: list[tuple[str, str, str]] = [
# (prefix, env_var_name, provider_label) — order matters
("sk-ant-", "ANTHROPIC_API_KEY", "Anthropic"),
("sk-or-", "OPENROUTER_API_KEY", "OpenRouter"),
("AIza", "GEMINI_API_KEY", "Google Gemini"),
("sk-", "OPENAI_API_KEY", "OpenAI"),
]
def detect_key(api_key: str) -> tuple[str, str]:
"""Return (env_var_name, provider_label) based on key prefix."""
for prefix, env_var, label in KEY_PATTERNS:
if api_key.startswith(prefix):
return env_var, label
return "OPENROUTER_API_KEY", "Unknown (set as OpenRouter)"
# ── Config presets ───────────────────────────────────────────────────────
PRESETS = [
("tutorial", "Tutorial", "1 yr", "3 emp", "50 tasks", "Learn the basics"),
("easy", "Easy", "1 yr", "5 emp", "100 tasks", "Gentle intro"),
("medium", "Medium", "1 yr", "5 emp", "150 tasks", "Prestige + specialization"),
("hard", "Hard", "1 yr", "7 emp", "200 tasks", "Deadline pressure"),
("challenge", "Challenge", "3 yr", "5 emp", "200 tasks", "Long-horizon endurance"),
("nightmare", "Nightmare", "1 yr", "8 emp", "300 tasks", "Sustained perfection"),
]
def _resolve_api_key(needed_env: str | None, provider_label: str | None) -> tuple[str, str, str]:
"""Try env, then .env file, then prompt. Returns (api_key, env_var, label)."""
# 1. Already in os.environ?
if needed_env:
val = os.environ.get(needed_env)
if val:
masked = val[:8] + "..." + val[-4:]
console.print(f" Found [cyan]{needed_env}[/cyan] in environment: [dim]{masked}[/dim]")
if Confirm.ask(" Use this key?", default=True):
return val, needed_env, provider_label or "detected"
# 2. In .env?
from dotenv import find_dotenv, load_dotenv
dotenv_path = find_dotenv(usecwd=True)
if dotenv_path and needed_env:
load_dotenv(dotenv_path, override=False)
val = os.environ.get(needed_env)
if val:
masked = val[:8] + "..." + val[-4:]
console.print(f" Found [cyan]{needed_env}[/cyan] in .env: [dim]{masked}[/dim]")
if Confirm.ask(" Use this key?", default=True):
return val, needed_env, provider_label or "detected"
# 3. Ask
api_key = Prompt.ask(" Paste your API key", password=True)
env_var, label = detect_key(api_key)
return api_key, env_var, label
def _build_custom_preset() -> str:
"""Interactively build a custom preset TOML. Returns path to temp file."""
console.print(" [dim]Build your own config (press Enter for defaults)[/dim]\n")
base = Prompt.ask(" Base preset to extend", choices=[p[0] for p in PRESETS], default="medium")
horizon = IntPrompt.ask(" Horizon (years)", default=1)
employees = IntPrompt.ask(" Number of employees", default=5)
tasks = IntPrompt.ask(" Market tasks", default=150)
max_turns = IntPrompt.ask(" Max turns", default=500)
toml_content = (
f'extends = "{base}"\n'
f'name = "custom"\n'
f'description = "Custom preset"\n\n'
f'[sim]\nhorizon_years = {horizon}\n\n'
f'[loop]\nmax_turns = {max_turns}\n\n'
f'[world]\nnum_employees = {employees}\n'
f'num_market_tasks = {tasks}\n'
)
console.print()
console.print(Panel(toml_content.strip(), title="Your config", border_style="dim"))
fd, path = tempfile.mkstemp(suffix=".toml", prefix="yc_bench_custom_")
with os.fdopen(fd, "w") as f:
f.write(toml_content)
return path
# ── Main flow ────────────────────────────────────────────────────────────
def start_interactive():
console.print()
console.print(Panel.fit(
"[bold cyan]YC-Bench Quickstart[/bold cyan]\n"
"Evaluate any LLM as a startup CEO in 3 steps",
border_style="cyan",
))
console.print()
# ━━ Step 1: Config ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
console.print("[bold yellow]Step 1/3[/bold yellow] [bold]Configure the eval[/bold]\n")
diff_table = Table(show_header=True, header_style="bold", box=None, pad_edge=False)
diff_table.add_column("#", style="dim", width=4)
diff_table.add_column("Preset", width=14)
diff_table.add_column("Horizon", width=8)
diff_table.add_column("Team", width=8)
diff_table.add_column("Tasks", width=10)
diff_table.add_column("Description", style="dim")
for i, (key, name, horizon, emp, tasks, desc) in enumerate(PRESETS, 1):
style = "bold" if key == "medium" else ""
rec = " (recommended)" if key == "medium" else ""
diff_table.add_row(str(i), f"{name}{rec}", horizon, emp, tasks, desc, style=style)
diff_table.add_row("", "", "", "", "", "")
diff_table.add_row("0", "[italic]Custom[/italic]", "", "", "", "Build your own config")
console.print(diff_table)
console.print()
diff_choice = IntPrompt.ask("Enter number", default=3)
if diff_choice == 0:
config_key = _build_custom_preset()
config_display = "custom"
elif 1 <= diff_choice <= len(PRESETS):
config_key = PRESETS[diff_choice - 1][0]
config_display = PRESETS[diff_choice - 1][1]
else:
console.print("[red]Invalid choice[/red]")
raise typer.Exit(1)
console.print(f" [green]>[/green] {config_display}\n")
seed = IntPrompt.ask(" Seed", default=1)
console.print()
# ━━ Step 2: Model ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
console.print("[bold yellow]Step 2/3[/bold yellow] [bold]Choose a model[/bold]\n")
table = Table(show_header=True, header_style="bold", box=None, pad_edge=False)
table.add_column("#", style="dim", width=4)
table.add_column("Provider", style="cyan", width=12)
table.add_column("Model", width=26)
table.add_column("Model ID", style="dim", no_wrap=True)
current_provider = None
for i, m in enumerate(MODELS, 1):
if m["provider"] != current_provider:
if current_provider is not None:
table.add_row("", "", "", "") # spacer
current_provider = m["provider"]
table.add_row(str(i), m["provider"], m["name"], m["id"])
table.add_row("", "", "", "")
table.add_row("0", "", "[italic]Custom model ID[/italic]", "")
console.print(table)
console.print()
choice = IntPrompt.ask("Enter number", default=1)
if choice == 0:
model_id = Prompt.ask(" Enter LiteLLM model ID")
selected_model = None
elif 1 <= choice <= len(MODELS):
selected_model = MODELS[choice - 1]
model_id = selected_model["id"]
else:
console.print("[red]Invalid choice[/red]")
raise typer.Exit(1)
console.print(f" [green]>[/green] {model_id}\n")
# ━━ Step 3: API key ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
console.print("[bold yellow]Step 3/3[/bold yellow] [bold]API key[/bold]\n")
needed_env = selected_model["key_env"] if selected_model else None
provider_label = selected_model["provider"] if selected_model else None
api_key, env_var, detected_label = _resolve_api_key(needed_env, provider_label)
console.print(f" [green]>[/green] Detected: [cyan]{detected_label}[/cyan] key\n")
# ━━ Launch ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
cmd = [
sys.executable, "-m", "yc_bench",
"run",
"--model", model_id,
"--seed", str(seed),
"--config", config_key,
]
console.print(Panel.fit(
f"[bold]yc-bench run[/bold] --model {model_id} --seed {seed} --config {config_key}",
title="Launching",
border_style="green",
))
console.print()
env = os.environ.copy()
env[env_var] = api_key
try:
proc = subprocess.run(cmd, env=env)
raise SystemExit(proc.returncode)
except KeyboardInterrupt:
console.print("\n[yellow]Interrupted.[/yellow]")
raise typer.Exit(130)

21
start.sh Executable file
View file

@ -0,0 +1,21 @@
#!/usr/bin/env bash
set -e
# ── Install uv if missing ───────────────────────────────────────────────
if ! command -v uv &>/dev/null; then
echo "Installing uv..."
curl -LsSf https://astral.sh/uv/install.sh | sh
export PATH="$HOME/.local/bin:$PATH"
fi
# ── Clone repo (skip if already inside it) ───────────────────────────────
if [ ! -f "pyproject.toml" ] || ! grep -q "yc.bench" pyproject.toml 2>/dev/null; then
TMPDIR=$(mktemp -d)
echo "Cloning yc-bench into $TMPDIR/yc-bench..."
git clone --depth 1 https://github.com/collinear-ai/yc-bench.git "$TMPDIR/yc-bench"
cd "$TMPDIR/yc-bench"
fi
# ── Install deps & launch ───────────────────────────────────────────────
uv sync --quiet
exec uv run yc-bench start