{
  "session_id": "run-2-openai/gpt-5.2",
  "model": "openai/gpt-5.2",
  "seed": 2,
  "horizon_years": 1,
  "turns_completed": 123,
  "terminal": true,
  "terminal_reason": "horizon_end",
  "terminal_detail": "horizon_end",
  "total_cost_usd": 5.349993,
  "started_at": "2026-02-26T18:36:57.909561+00:00",
  "ended_at": "2026-02-26T18:43:45.217229+00:00",
  "transcript": [
    {
      "turn": 1,
      "timestamp": "2026-02-26T18:36:59.955064+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: $36,326.80\n- runway: ~6.9 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 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\\\": 14,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 50,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n      \\\"title\\\": \\\"Terraform Multi-Region Inference Infrastructure [SYSTEM-54]\\\",\\n      \\\"description\\\": \\\"Write IaC modules to provision inference endpoints across 3+ regions with global load balancing, failover routing, and centralized logging.\\\",\\n      \\\"required_prestige\\\": 1,\\n      \\\"reward_funds_cents\\\": 875"
      ]
    },
    {
      "turn": 2,
      "timestamp": "2026-02-26T18:37:04.031440+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**: $36,326.80\n- **Runway**: ~6.9 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 4 tool call(s): yc-bench task accept --task-id 52538795-1ebe-4694-9621-a34d98060a09, yc-bench task accept --task-id dd074788-b7fa-4235-a47b-e309ec5a330b, yc-bench task accept --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423, yc-bench employee list",
      "commands_executed": [
        "yc-bench task accept --task-id 52538795-1ebe-4694-9621-a34d98060a09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n  \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n  \\\"replacement_task_id\\\": \\\"5f21e83f-10bd-42ee-af59-6e72a4e2e605\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 52538795-1ebe-4694-9621-a34d98060a09\"}",
        "yc-bench task accept --task-id dd074788-b7fa-4235-a47b-e309ec5a330b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n  \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n  \\\"replacement_task_id\\\": \\\"3f12c01c-49d6-45b2-9763-276801b53387\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id dd074788-b7fa-4235-a47b-e309ec5a330b\"}",
        "yc-bench task accept --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-01-01T09:00:00\\\",\\n  \\\"deadline\\\": \\\"2025-01-09T18:00:00\\\",\\n  \\\"replacement_task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423\"}",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1401943,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.5811,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 9.8855,\\n        \\\"training\\\": 7.581\\n      },\\n      \\\"act"
      ]
    },
    {
      "turn": 3,
      "timestamp": "2026-02-26T18:37:09.063257+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**: $36,326.80\n- **Runway**: ~6.9 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 52538795-1ebe-4694-9621-a34d98060a09 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 52538795-1ebe-4694-9621-a34d98060a09 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id dd074788-b7fa-4235-a47b-e309ec5a330b --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id dd074788-b7fa-4235-a47b-e309ec5a330b --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id 52538795-1ebe-4694-9621-a34d98060a09 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 52538795-1ebe-4694-9621-a34d98060a09 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23\"}",
        "yc-bench task assign --task-id 52538795-1ebe-4694-9621-a34d98060a09 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 525387",
        "yc-bench task assign --task-id dd074788-b7fa-4235-a47b-e309ec5a330b --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id dd074788-b7fa-4235-a47b-e309ec5a330b --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703\"}",
        "yc-bench task assign --task-id dd074788-b7fa-4235-a47b-e309ec5a330b --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id dd0747",
        "yc-bench task assign --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95\"}"
      ]
    },
    {
      "turn": 4,
      "timestamp": "2026-02-26T18:37:12.487585+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**: $36,326.80\n- **Runway**: ~6.9 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 52538795-1ebe-4694-9621-a34d98060a09, yc-bench task dispatch --task-id dd074788-b7fa-4235-a47b-e309ec5a330b, yc-bench task dispatch --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423",
      "commands_executed": [
        "yc-bench task dispatch --task-id 52538795-1ebe-4694-9621-a34d98060a09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 52538795-1ebe-4694-9621-a34d98060a09\"}",
        "yc-bench task dispatch --task-id dd074788-b7fa-4235-a47b-e309ec5a330b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id dd074788-b7fa-4235-a47b-e309ec5a330b\"}",
        "yc-bench task dispatch --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423\"}"
      ]
    },
    {
      "turn": 5,
      "timestamp": "2026-02-26T18:37:14.446751+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**: $36,326.80\n- **Runway**: ~6.9 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 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\\\": \\\"2025-01-06T09:47:21.128019\\\",\\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\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_half_pro"
      ]
    },
    {
      "turn": 6,
      "timestamp": "2026-02-26T18:37:18.519549+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-01T09:00:00\n- new_sim_time: 2025-01-06T09:47:21.128019\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': '52538795-1ebe-4694-9621-a34d98060a09', '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 52538795-1ebe-4694-9621-a34d98060a09, yc-bench task inspect --task-id dd074788-b7fa-4235-a47b-e309ec5a330b, yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id 52538795-1ebe-4694-9621-a34d98060a09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n  \\\"title\\\": \\\"Terraform Multi-Region Inference Infrastructure [SYSTEM-54]\\\",\\n  \\\"description\\\": \\\"Write IaC modules to provision inference endpoints across 3+ regions with global load balancing, failover routing, and centralized logging.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 8754184,\\n  \\\"reward_prestige_delta\\\": 0.517,\\n  \\\"skill_boost_pct\\\": 0.0",
        "yc-bench task inspect --task-id dd074788-b7fa-4235-a47b-e309ec5a330b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n  \\\"title\\\": \\\"Build RAG Ingestion Service with Chunking and Indexing [BACKEND-58]\\\",\\n  \\\"description\\\": \\\"Implement an async document processing service that accepts PDFs, DOCX, and HTML, chunks them, generates embeddings, and upserts into a vector store.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 3895989,\\n  \\\"reward_prestige_delta\\\": 0.618,\\n  \\\"skil",
        "yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\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\\\": 6108257,\\n  \\\"reward_prestige_delta\\\": 0.284,\\n  \\\"skill_boost_pct\\\": 0.",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\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\\\": \\\"2025-01-06T09:47:21.128019\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 3,\\n    \\\"planned\\\": "
      ]
    },
    {
      "turn": 7,
      "timestamp": "2026-02-26T18:37:19.638738+00:00",
      "user_input": "## Turn 7 \u2014 Simulation State\n- **Current time**: 2025-01-06T09:47:21.128019\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $36,326.80\n- **Runway**: ~6.9 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 1 tool call(s): yc-bench sim resume",
      "commands_executed": [
        "yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"old_sim_time\\\": \\\"2025-01-06T09:47:21.128019\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-08T14:12:58.161636\\\",\\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\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 8,
      "timestamp": "2026-02-26T18:37:23.224591+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-06T09:47:21.128019\n- new_sim_time: 2025-01-08T14:12:58.161636\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': 'dd074788-b7fa-4235-a47b-e309ec5a330b', '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 52538795-1ebe-4694-9621-a34d98060a09, yc-bench task inspect --task-id dd074788-b7fa-4235-a47b-e309ec5a330b, yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423",
      "commands_executed": [
        "yc-bench task inspect --task-id 52538795-1ebe-4694-9621-a34d98060a09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n  \\\"title\\\": \\\"Terraform Multi-Region Inference Infrastructure [SYSTEM-54]\\\",\\n  \\\"description\\\": \\\"Write IaC modules to provision inference endpoints across 3+ regions with global load balancing, failover routing, and centralized logging.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 8754184,\\n  \\\"reward_prestige_delta\\\": 0.517,\\n  \\\"skill_boost_pct\\\": 0.0",
        "yc-bench task inspect --task-id dd074788-b7fa-4235-a47b-e309ec5a330b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n  \\\"title\\\": \\\"Build RAG Ingestion Service with Chunking and Indexing [BACKEND-58]\\\",\\n  \\\"description\\\": \\\"Implement an async document processing service that accepts PDFs, DOCX, and HTML, chunks them, generates embeddings, and upserts into a vector store.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 3895989,\\n  \\\"reward_prestige_delta\\\": 0.618,\\n  \\\"skil",
        "yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\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\\\": 6108257,\\n  \\\"reward_prestige_delta\\\": 0.284,\\n  \\\"skill_boost_pct\\\": 0."
      ]
    },
    {
      "turn": 9,
      "timestamp": "2026-02-26T18:37:26.446783+00:00",
      "user_input": "## Turn 9 \u2014 Simulation State\n- **Current time**: 2025-01-08T14:12:58.161636\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $36,326.80\n- **Runway**: ~6.9 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 2 tool call(s): yc-bench task assign --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90",
      "commands_executed": [
        "yc-bench task assign --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-08T14:12:58.161636\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id ",
        "yc-bench task assign --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-08T14:12:58.161636\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assi"
      ]
    },
    {
      "turn": 10,
      "timestamp": "2026-02-26T18:37:27.784704+00:00",
      "user_input": "## Turn 10 \u2014 Simulation State\n- **Current time**: 2025-01-08T14:12:58.161636\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $250,000.00 (25000000 cents)\n- **Monthly payroll**: $36,326.80\n- **Runway**: ~6.9 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 1 tool call(s): yc-bench sim resume",
      "commands_executed": [
        "yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"old_sim_time\\\": \\\"2025-01-08T14:12:58.161636\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-08T14:12:58.161636\\\",\\n  \\\"events_processed\\\": 1,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 8754184,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"52538795-1ebe-4694-9621-a34d98060a09\\\",\\n      \\\"success\\\": true,\\n      \\\"funds_delta\\\": 8754184,\\n      \\\"bankrupt\\\": fa"
      ]
    },
    {
      "turn": 11,
      "timestamp": "2026-02-26T18:37:30.138178+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-08T14:12:58.161636\n- new_sim_time: 2025-01-08T14:12:58.161636\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 8754184\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '52538795-1ebe-4694-9621-a34d98060a09', 'success': True, 'funds_delta': 8754184, '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 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\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 33754184,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.517,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-08T14:12:58.161636\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\"",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1415962,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.5811,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 10.4737,\\n        \\\"training\\\": 7.581\\n      },\\n      \\\"ac",
        "yc-bench market browse --required-prestige-lte 1 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 11,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 10,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n      \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-1]\\\",\\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\\\": 7941230,"
      ]
    },
    {
      "turn": 12,
      "timestamp": "2026-02-26T18:37:32.640006+00:00",
      "user_input": "## Turn 12 \u2014 Simulation State\n- **Current time**: 2025-01-08T14:12:58.161636\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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 dd074788-b7fa-4235-a47b-e309ec5a330b, yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423",
      "commands_executed": [
        "yc-bench task inspect --task-id dd074788-b7fa-4235-a47b-e309ec5a330b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n  \\\"title\\\": \\\"Build RAG Ingestion Service with Chunking and Indexing [BACKEND-58]\\\",\\n  \\\"description\\\": \\\"Implement an async document processing service that accepts PDFs, DOCX, and HTML, chunks them, generates embeddings, and upserts into a vector store.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 3895989,\\n  \\\"reward_prestige_delta\\\": 0.618,\\n  \\\"skil",
        "yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\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\\\": 6108257,\\n  \\\"reward_prestige_delta\\\": 0.284,\\n  \\\"skill_boost_pct\\\": 0."
      ]
    },
    {
      "turn": 13,
      "timestamp": "2026-02-26T18:37:33.883074+00:00",
      "user_input": "## Turn 13 \u2014 Simulation State\n- **Current time**: 2025-01-08T14:12:58.161636\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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\\\": \\\"2025-01-08T14:12:58.161636\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-09T16:51:59.919740\\\",\\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\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 14,
      "timestamp": "2026-02-26T18:37:37.093563+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-08T14:12:58.161636\n- new_sim_time: 2025-01-09T16:51:59.919740\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': '77f91a05-a5fa-43f2-a779-132fc7d13423', '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 dd074788-b7fa-4235-a47b-e309ec5a330b, yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id dd074788-b7fa-4235-a47b-e309ec5a330b -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n  \\\"title\\\": \\\"Build RAG Ingestion Service with Chunking and Indexing [BACKEND-58]\\\",\\n  \\\"description\\\": \\\"Implement an async document processing service that accepts PDFs, DOCX, and HTML, chunks them, generates embeddings, and upserts into a vector store.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 3895989,\\n  \\\"reward_prestige_delta\\\": 0.618,\\n  \\\"skil",
        "yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\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\\\": 6108257,\\n  \\\"reward_prestige_delta\\\": 0.284,\\n  \\\"skill_boost_pct\\\": 0.",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 33754184,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.517,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-09T16:51:59.919740\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\""
      ]
    },
    {
      "turn": 15,
      "timestamp": "2026-02-26T18:37:39.612562+00:00",
      "user_input": "## Turn 15 \u2014 Simulation State\n- **Current time**: 2025-01-09T16:51:59.919740\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench sim resume",
      "commands_executed": [
        "yc-bench task assign --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-08T14:12:58.161636\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-01T09:00:00\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assi",
        "yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"old_sim_time\\\": \\\"2025-01-09T16:51:59.919740\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-10T11:51:03.455774\\\",\\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\\\": \\\"dd074788-b7fa-4235-a47b-e309ec5a330b\\\",\\n      \\\"success\\\": false,\\n      \\\"funds_delta\\\": 0,\\n      \\\"bankrupt\\\": false\\n    }\\"
      ]
    },
    {
      "turn": 16,
      "timestamp": "2026-02-26T18:37:43.277311+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-09T16:51:59.919740\n- new_sim_time: 2025-01-10T11:51:03.455774\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': 'dd074788-b7fa-4235-a47b-e309ec5a330b', '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 inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423, 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\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 33754184,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.517,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-10T11:51:03.455774\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 1,\\n    \\\"planned\\\"",
        "yc-bench task inspect --task-id 77f91a05-a5fa-43f2-a779-132fc7d13423 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\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\\\": 6108257,\\n  \\\"reward_prestige_delta\\\": 0.284,\\n  \\\"skill_boost_pct\\\": 0.",
        "yc-bench market browse --required-prestige-lte 1 --limit 5 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 11,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 5,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n      \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-1]\\\",\\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\\\": 7941230,\\"
      ]
    },
    {
      "turn": 17,
      "timestamp": "2026-02-26T18:37:46.458099+00:00",
      "user_input": "## Turn 17 \u2014 Simulation State\n- **Current time**: 2025-01-10T11:51:03.455774\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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 ade71750-efcf-48d6-b0f3-f7878a407366, yc-bench task accept --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd",
      "commands_executed": [
        "yc-bench task accept --task-id ade71750-efcf-48d6-b0f3-f7878a407366 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-01-10T11:51:03.455774\\\",\\n  \\\"deadline\\\": \\\"2025-01-27T11:51:03.455774\\\",\\n  \\\"replacement_task_id\\\": \\\"320a501a-0281-428e-9e7c-6f4dd7087755\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id ade71750-efcf-48d6-b0f3-f7878a407366\"}",
        "yc-bench task accept --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-01-10T11:51:03.455774\\\",\\n  \\\"deadline\\\": \\\"2025-01-23T11:51:03.455774\\\",\\n  \\\"replacement_task_id\\\": \\\"e365ad33-89da-41b5-a13d-4de9dade492a\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\"}"
      ]
    },
    {
      "turn": 18,
      "timestamp": "2026-02-26T18:37:50.319186+00:00",
      "user_input": "## Turn 18 \u2014 Simulation State\n- **Current time**: 2025-01-10T11:51:03.455774\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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 assign --task-id ade71750-efcf-48d6-b0f3-f7878a407366 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id ade71750-efcf-48d6-b0f3-f7878a407366 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23",
      "commands_executed": [
        "yc-bench task assign --task-id ade71750-efcf-48d6-b0f3-f7878a407366 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-10T11:51:03.455774\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id ade71750-efcf-48d6-b0f3-f7878a407366 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d\"}",
        "yc-bench task assign --task-id ade71750-efcf-48d6-b0f3-f7878a407366 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-10T11:51:03.455774\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-10T11:51:03.455774\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task assign --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-10T11:51:03.455774\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23\"}"
      ]
    },
    {
      "turn": 19,
      "timestamp": "2026-02-26T18:37:53.342380+00:00",
      "user_input": "## Turn 19 \u2014 Simulation State\n- **Current time**: 2025-01-10T11:51:03.455774\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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 ade71750-efcf-48d6-b0f3-f7878a407366, yc-bench task dispatch --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd",
      "commands_executed": [
        "yc-bench task dispatch --task-id ade71750-efcf-48d6-b0f3-f7878a407366 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id ade71750-efcf-48d6-b0f3-f7878a407366\"}",
        "yc-bench task dispatch --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\"}"
      ]
    },
    {
      "turn": 20,
      "timestamp": "2026-02-26T18:37:55.319940+00:00",
      "user_input": "## Turn 20 \u2014 Simulation State\n- **Current time**: 2025-01-10T11:51:03.455774\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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\\\": \\\"2025-01-10T11:51:03.455774\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-14T13:15:49.682725\\\",\\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\\\": \\\"77f91a05-a5fa-43f2-a779-132fc7d13423\\\",\\n      \\\"success\\\": false,\\n      \\\"funds_delta\\\": 0,\\n      \\\"bankrupt\\\": false\\n    }\\"
      ]
    },
    {
      "turn": 21,
      "timestamp": "2026-02-26T18:37:58.711183+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-10T11:51:03.455774\n- new_sim_time: 2025-01-14T13:15:49.682725\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': '77f91a05-a5fa-43f2-a779-132fc7d13423', '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 ade71750-efcf-48d6-b0f3-f7878a407366, yc-bench task inspect --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd, yc-bench employee list",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 33754184,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.517,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-14T13:15:49.682725\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\"",
        "yc-bench task inspect --task-id ade71750-efcf-48d6-b0f3-f7878a407366 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-1]\\\",\\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\\\": 7941230,\\n  \\\"reward_prestige_delta\\\": 0.793,\\n  \\\"skill_boost_pct\\\": 0.0341,\\",
        "yc-bench task inspect --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n  \\\"title\\\": \\\"Build CI/CD Pipeline for ML Model Registry [SYSTEM-3]\\\",\\n  \\\"description\\\": \\\"Create a CI pipeline that runs training validation, pushes versioned model artifacts to a registry, and auto-deploys to a staging inference endpoint.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 5036522,\\n  \\\"reward_prestige_delta\\\": 0.257,\\n  \\\"skill_boost_pct\\\":",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1415962,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.5811,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 10.4737,\\n        \\\"training\\\": 7.581\\n      },\\n      \\\"ac"
      ]
    },
    {
      "turn": 22,
      "timestamp": "2026-02-26T18:38:03.758060+00:00",
      "user_input": "## Turn 22 \u2014 Simulation State\n- **Current time**: 2025-01-14T13:15:49.682725\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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 f97c96dd-f5ab-4c07-97d6-c8195db0b2cd --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-14T13:15:49.682725\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-10T11:51:03.455774\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --t",
        "yc-bench task assign --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-14T13:15:49.682725\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-14T13:15:49.682725\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n     "
      ]
    },
    {
      "turn": 23,
      "timestamp": "2026-02-26T18:38:05.382702+00:00",
      "user_input": "## Turn 23 \u2014 Simulation State\n- **Current time**: 2025-01-14T13:15:49.682725\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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\\\": \\\"2025-01-14T13:15:49.682725\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-16T15:22:04.069170\\\",\\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\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 24,
      "timestamp": "2026-02-26T18:38:08.676649+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-14T13:15:49.682725\n- new_sim_time: 2025-01-16T15:22:04.069170\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': 'f97c96dd-f5ab-4c07-97d6-c8195db0b2cd', '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 f97c96dd-f5ab-4c07-97d6-c8195db0b2cd, yc-bench task inspect --task-id ade71750-efcf-48d6-b0f3-f7878a407366, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n  \\\"title\\\": \\\"Build CI/CD Pipeline for ML Model Registry [SYSTEM-3]\\\",\\n  \\\"description\\\": \\\"Create a CI pipeline that runs training validation, pushes versioned model artifacts to a registry, and auto-deploys to a staging inference endpoint.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 5036522,\\n  \\\"reward_prestige_delta\\\": 0.257,\\n  \\\"skill_boost_pct\\\":",
        "yc-bench task inspect --task-id ade71750-efcf-48d6-b0f3-f7878a407366 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-1]\\\",\\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\\\": 7941230,\\n  \\\"reward_prestige_delta\\\": 0.793,\\n  \\\"skill_boost_pct\\\": 0.0341,\\",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 33754184,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.517,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-16T15:22:04.069170\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\""
      ]
    },
    {
      "turn": 25,
      "timestamp": "2026-02-26T18:38:10.625227+00:00",
      "user_input": "## Turn 25 \u2014 Simulation State\n- **Current time**: 2025-01-16T15:22:04.069170\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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\\\": \\\"2025-01-16T15:22:04.069170\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-17T15:33:01.898691\\\",\\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\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 26,
      "timestamp": "2026-02-26T18:38:14.558318+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-16T15:22:04.069170\n- new_sim_time: 2025-01-17T15:33:01.898691\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': 'ade71750-efcf-48d6-b0f3-f7878a407366', '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 ade71750-efcf-48d6-b0f3-f7878a407366, yc-bench task inspect --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd, yc-bench employee list, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id ade71750-efcf-48d6-b0f3-f7878a407366 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-1]\\\",\\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\\\": 7941230,\\n  \\\"reward_prestige_delta\\\": 0.793,\\n  \\\"skill_boost_pct\\\": 0.0341,\\",
        "yc-bench task inspect --task-id f97c96dd-f5ab-4c07-97d6-c8195db0b2cd -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n  \\\"title\\\": \\\"Build CI/CD Pipeline for ML Model Registry [SYSTEM-3]\\\",\\n  \\\"description\\\": \\\"Create a CI pipeline that runs training validation, pushes versioned model artifacts to a registry, and auto-deploys to a staging inference endpoint.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 5036522,\\n  \\\"reward_prestige_delta\\\": 0.257,\\n  \\\"skill_boost_pct\\\":",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1415962,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.5811,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 10.4737,\\n        \\\"training\\\": 7.581\\n      },\\n      \\\"ac",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 33754184,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.517,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-17T15:33:01.898691\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\""
      ]
    },
    {
      "turn": 27,
      "timestamp": "2026-02-26T18:38:16.508239+00:00",
      "user_input": "## Turn 27 \u2014 Simulation State\n- **Current time**: 2025-01-17T15:33:01.898691\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $337,541.84 (33754184 cents)\n- **Monthly payroll**: $36,545.25\n- **Runway**: ~9.2 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\\\": \\\"2025-01-17T15:33:01.898691\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-22T13:35:53.933083\\\",\\n  \\\"events_processed\\\": 1,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 5036522,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"f97c96dd-f5ab-4c07-97d6-c8195db0b2cd\\\",\\n      \\\"success\\\": true,\\n      \\\"funds_delta\\\": 5036522,\\n      \\\"bankrupt\\\": fa"
      ]
    },
    {
      "turn": 28,
      "timestamp": "2026-02-26T18:38:20.836582+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-17T15:33:01.898691\n- new_sim_time: 2025-01-22T13:35:53.933083\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 5036522\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': 'f97c96dd-f5ab-4c07-97d6-c8195db0b2cd', 'success': True, 'funds_delta': 5036522, '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 ade71750-efcf-48d6-b0f3-f7878a407366, yc-bench market browse --required-prestige-lte 1 --limit 5, yc-bench employee list",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 38790706,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.774,\\n    \\\"training\\\": 1.257\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-22T13:35:53.933083\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 1,\\n    \\\"planned",
        "yc-bench task inspect --task-id ade71750-efcf-48d6-b0f3-f7878a407366 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-1]\\\",\\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\\\": 7941230,\\n  \\\"reward_prestige_delta\\\": 0.793,\\n  \\\"skill_boost_pct\\\": 0.0341,\\",
        "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\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n      \\\"title\\\": \\\"Build Model Comparison Results Viewer [FRONTEND-88]\\\",\\n      \\\"description\\\": \\\"Create a web interface displaying benchmark results across models in interactive tables and charts with filtering by task type and model size.\\\",\\n      \\\"required_prestige\\\": 1,\\n      \\\"reward_funds_cents\\\": 6574087,\\n",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1430121,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.5811,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 10.8937,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"ac"
      ]
    },
    {
      "turn": 29,
      "timestamp": "2026-02-26T18:38:26.379813+00:00",
      "user_input": "## Turn 29 \u2014 Simulation State\n- **Current time**: 2025-01-22T13:35:53.933083\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $387,907.06 (38790706 cents)\n- **Monthly payroll**: $36,804.50\n- **Runway**: ~10.5 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 ade71750-efcf-48d6-b0f3-f7878a407366 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task accept --task-id a4632ae1-f1b3-444b-979e-087d7184f787, yc-bench task accept --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7",
      "commands_executed": [
        "yc-bench task assign --task-id ade71750-efcf-48d6-b0f3-f7878a407366 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-10T11:51:03.455774\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-10T11:51:03.455774\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n     ",
        "yc-bench task accept --task-id a4632ae1-f1b3-444b-979e-087d7184f787 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-01-22T13:35:53.933083\\\",\\n  \\\"deadline\\\": \\\"2025-02-10T13:35:53.933083\\\",\\n  \\\"replacement_task_id\\\": \\\"1c569635-17f3-4f98-8957-6a02c2cc6d0f\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id a4632ae1-f1b3-444b-979e-087d7184f787\"}",
        "yc-bench task accept --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-01-22T13:35:53.933083\\\",\\n  \\\"deadline\\\": \\\"2025-02-10T13:35:53.933083\\\",\\n  \\\"replacement_task_id\\\": \\\"b72f6e10-f7e5-4b0a-9bb1-d7deb4d23425\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7\"}"
      ]
    },
    {
      "turn": 30,
      "timestamp": "2026-02-26T18:38:29.282037+00:00",
      "user_input": "## Turn 30 \u2014 Simulation State\n- **Current time**: 2025-01-22T13:35:53.933083\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $387,907.06 (38790706 cents)\n- **Monthly payroll**: $36,804.50\n- **Runway**: ~10.5 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 a4632ae1-f1b3-444b-979e-087d7184f787, yc-bench task dispatch --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7",
      "commands_executed": [
        "yc-bench task dispatch --task-id a4632ae1-f1b3-444b-979e-087d7184f787 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task a4632ae1-f1b3-444b-979e-087d7184f787 has no assignments. Assign employees before dispatching.\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id a4632ae1-f1b3-444b-979e-087d7184f787\"}",
        "yc-bench task dispatch --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Task 72c4a7a0-15ae-4987-9175-6bebdf78adc7 has no assignments. Assign employees before dispatching.\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7\"}"
      ]
    },
    {
      "turn": 31,
      "timestamp": "2026-02-26T18:38:32.550487+00:00",
      "user_input": "## Turn 31 \u2014 Simulation State\n- **Current time**: 2025-01-22T13:35:53.933083\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $387,907.06 (38790706 cents)\n- **Monthly payroll**: $36,804.50\n- **Runway**: ~10.5 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 employee list, yc-bench task inspect --task-id ade71750-efcf-48d6-b0f3-f7878a407366",
      "commands_executed": [
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1430121,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.5811,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 10.8937,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"ac",
        "yc-bench task inspect --task-id ade71750-efcf-48d6-b0f3-f7878a407366 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n  \\\"title\\\": \\\"Migrate Inference Workloads to Serverless GPU [SYSTEM-1]\\\",\\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\\\": 7941230,\\n  \\\"reward_prestige_delta\\\": 0.793,\\n  \\\"skill_boost_pct\\\": 0.0341,\\"
      ]
    },
    {
      "turn": 32,
      "timestamp": "2026-02-26T18:38:37.010296+00:00",
      "user_input": "## Turn 32 \u2014 Simulation State\n- **Current time**: 2025-01-22T13:35:53.933083\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $387,907.06 (38790706 cents)\n- **Monthly payroll**: $36,804.50\n- **Runway**: ~10.5 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 assign --task-id a4632ae1-f1b3-444b-979e-087d7184f787 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95, yc-bench task assign --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703",
      "commands_executed": [
        "yc-bench task assign --task-id a4632ae1-f1b3-444b-979e-087d7184f787 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-22T13:35:53.933083\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id a4632ae1-f1b3-444b-979e-087d7184f787 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95\"}",
        "yc-bench task assign --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-22T13:35:53.933083\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703\"}"
      ]
    },
    {
      "turn": 33,
      "timestamp": "2026-02-26T18:38:40.418395+00:00",
      "user_input": "## Turn 33 \u2014 Simulation State\n- **Current time**: 2025-01-22T13:35:53.933083\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $387,907.06 (38790706 cents)\n- **Monthly payroll**: $36,804.50\n- **Runway**: ~10.5 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 a4632ae1-f1b3-444b-979e-087d7184f787, yc-bench task dispatch --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7",
      "commands_executed": [
        "yc-bench task dispatch --task-id a4632ae1-f1b3-444b-979e-087d7184f787 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id a4632ae1-f1b3-444b-979e-087d7184f787\"}",
        "yc-bench task dispatch --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 1\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7\"}"
      ]
    },
    {
      "turn": 34,
      "timestamp": "2026-02-26T18:38:42.419124+00:00",
      "user_input": "## Turn 34 \u2014 Simulation State\n- **Current time**: 2025-01-22T13:35:53.933083\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $387,907.06 (38790706 cents)\n- **Monthly payroll**: $36,804.50\n- **Runway**: ~10.5 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\\\": \\\"2025-01-22T13:35:53.933083\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-23T17:59:34.988814\\\",\\n  \\\"events_processed\\\": 1,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 7941230,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"ade71750-efcf-48d6-b0f3-f7878a407366\\\",\\n      \\\"success\\\": true,\\n      \\\"funds_delta\\\": 7941230,\\n      \\\"bankrupt\\\": fa"
      ]
    },
    {
      "turn": 35,
      "timestamp": "2026-02-26T18:38:46.956530+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-22T13:35:53.933083\n- new_sim_time: 2025-01-23T17:59:34.988814\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 7941230\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': 'ade71750-efcf-48d6-b0f3-f7878a407366', 'success': True, 'funds_delta': 7941230, 'bankrupt': False}\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 employee list, yc-bench task inspect --task-id a4632ae1-f1b3-444b-979e-087d7184f787, yc-bench task inspect --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7, yc-bench market browse --limit 5",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 46731936,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.793,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 2.567,\\n    \\\"training\\\": 1.257\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-23T17:59:34.988814\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"plann",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1444422,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 11.2652,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"ac",
        "yc-bench task inspect --task-id a4632ae1-f1b3-444b-979e-087d7184f787 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n  \\\"title\\\": \\\"Implement Real-Time Collaboration for AI Writing Tool [FRONTEND-40]\\\",\\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\\\": 1,\\n  \\\"reward_funds_cents\\\": 4051161,\\n  \\\"reward_prestige_delta\\\": 1.736,\\n  \\\"skill_boost_pct\\\": 0.089,\\n",
        "yc-bench task inspect --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n  \\\"title\\\": \\\"Build Model Comparison Results Viewer [FRONTEND-88]\\\",\\n  \\\"description\\\": \\\"Create a web interface displaying benchmark results across models in interactive tables and charts with filtering by task type and model size.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 6574087,\\n  \\\"reward_prestige_delta\\\": 0.413,\\n  \\\"skill_boost_pct\\\": 0.1904,\\",
        "yc-bench market browse --limit 5 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 150,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 5,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"b0ef8ae4-a747-4bf3-861d-ad886e7541b8\\\",\\n      \\\"title\\\": \\\"Build Multi-GPU Inference with Tensor Parallelism [HARDWARE-68]\\\",\\n      \\\"description\\\": \\\"Configure and benchmark a 70B+ model serving across 4-8 GPUs with tensor and pipeline parallelism, optimizing throughput versus latency tradeoffs.\\\",\\n      \\\"required_prestige\\\": 6,\\n      \\\"reward_funds_c"
      ]
    },
    {
      "turn": 36,
      "timestamp": "2026-02-26T18:38:52.131837+00:00",
      "user_input": "## Turn 36 \u2014 Simulation State\n- **Current time**: 2025-01-23T17:59:34.988814\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $467,319.36 (46731936 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~12.6 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 a4632ae1-f1b3-444b-979e-087d7184f787 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id a4632ae1-f1b3-444b-979e-087d7184f787 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d",
      "commands_executed": [
        "yc-bench task assign --task-id a4632ae1-f1b3-444b-979e-087d7184f787 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-22T13:35:53.933083\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-23T17:59:34.988814\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --t",
        "yc-bench task assign --task-id a4632ae1-f1b3-444b-979e-087d7184f787 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-23T17:59:34.988814\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-22T13:35:53.933083\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n     ",
        "yc-bench task assign --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-23T17:59:34.988814\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-01-22T13:35:53.933083\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --t"
      ]
    },
    {
      "turn": 37,
      "timestamp": "2026-02-26T18:38:54.870868+00:00",
      "user_input": "## Turn 37 \u2014 Simulation State\n- **Current time**: 2025-01-23T17:59:34.988814\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $467,319.36 (46731936 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~12.6 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\\\": \\\"2025-01-23T17:59:34.988814\\\",\\n  \\\"new_sim_time\\\": \\\"2025-01-29T16:07:49.823403\\\",\\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\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 38,
      "timestamp": "2026-02-26T18:38:58.897765+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-23T17:59:34.988814\n- new_sim_time: 2025-01-29T16:07:49.823403\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': 'a4632ae1-f1b3-444b-979e-087d7184f787', '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 a4632ae1-f1b3-444b-979e-087d7184f787, yc-bench task inspect --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7, yc-bench company status, yc-bench employee list",
      "commands_executed": [
        "yc-bench task inspect --task-id a4632ae1-f1b3-444b-979e-087d7184f787 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n  \\\"title\\\": \\\"Implement Real-Time Collaboration for AI Writing Tool [FRONTEND-40]\\\",\\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\\\": 1,\\n  \\\"reward_funds_cents\\\": 4051161,\\n  \\\"reward_prestige_delta\\\": 1.736,\\n  \\\"skill_boost_pct\\\": 0.089,\\n",
        "yc-bench task inspect --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n  \\\"title\\\": \\\"Build Model Comparison Results Viewer [FRONTEND-88]\\\",\\n  \\\"description\\\": \\\"Create a web interface displaying benchmark results across models in interactive tables and charts with filtering by task type and model size.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 6574087,\\n  \\\"reward_prestige_delta\\\": 0.413,\\n  \\\"skill_boost_pct\\\": 0.1904,\\",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 46731936,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.793,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 2.567,\\n    \\\"training\\\": 1.257\\n  },\\n  \\\"sim_time\\\": \\\"2025-01-29T16:07:49.823403\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"plann",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1444422,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 11.2652,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"ac"
      ]
    },
    {
      "turn": 39,
      "timestamp": "2026-02-26T18:39:00.966021+00:00",
      "user_input": "## Turn 39 \u2014 Simulation State\n- **Current time**: 2025-01-29T16:07:49.823403\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $467,319.36 (46731936 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~12.6 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\\\": \\\"2025-01-29T16:07:49.823403\\\",\\n  \\\"new_sim_time\\\": \\\"2025-02-03T16:23:53.923828\\\",\\n  \\\"events_processed\\\": 1,\\n  \\\"payrolls_applied\\\": 1,\\n  \\\"balance_delta\\\": -3705369,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_half\\\",\\n      \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\"
      ]
    },
    {
      "turn": 40,
      "timestamp": "2026-02-26T18:39:07.630503+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-01-29T16:07:49.823403\n- new_sim_time: 2025-02-03T16:23:53.923828\n- checkpoint_event_type: task_half_progress\n- events_processed: 1\n- payrolls_applied: 1\n- balance_delta: -3705369\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_half', 'task_id': '72c4a7a0-15ae-4987-9175-6bebdf78adc7', '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 inspect --task-id a4632ae1-f1b3-444b-979e-087d7184f787, yc-bench task inspect --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 43026567,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.793,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 2.567,\\n    \\\"training\\\": 1.257\\n  },\\n  \\\"sim_time\\\": \\\"2025-02-03T16:23:53.923828\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"plann",
        "yc-bench task inspect --task-id a4632ae1-f1b3-444b-979e-087d7184f787 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n  \\\"title\\\": \\\"Implement Real-Time Collaboration for AI Writing Tool [FRONTEND-40]\\\",\\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\\\": 1,\\n  \\\"reward_funds_cents\\\": 4051161,\\n  \\\"reward_prestige_delta\\\": 1.736,\\n  \\\"skill_boost_pct\\\": 0.089,\\n",
        "yc-bench task inspect --task-id 72c4a7a0-15ae-4987-9175-6bebdf78adc7 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n  \\\"title\\\": \\\"Build Model Comparison Results Viewer [FRONTEND-88]\\\",\\n  \\\"description\\\": \\\"Create a web interface displaying benchmark results across models in interactive tables and charts with filtering by task type and model size.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 6574087,\\n  \\\"reward_prestige_delta\\\": 0.413,\\n  \\\"skill_boost_pct\\\": 0.1904,\\"
      ]
    },
    {
      "turn": 41,
      "timestamp": "2026-02-26T18:39:11.747927+00:00",
      "user_input": "## Turn 41 \u2014 Simulation State\n- **Current time**: 2025-02-03T16:23:53.923828\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $430,265.67 (43026567 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~11.6 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\\\": \\\"2025-02-03T16:23:53.923828\\\",\\n  \\\"new_sim_time\\\": \\\"2025-02-12T09:45:12.857094\\\",\\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\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n      \\\"success\\\": false,\\n      \\\"funds_delta\\\": 0,\\n      \\\"bankrupt\\\": false\\n    },"
      ]
    },
    {
      "turn": 42,
      "timestamp": "2026-02-26T18:39:18.982015+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-03T16:23:53.923828\n- new_sim_time: 2025-02-12T09:45:12.857094\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': 'a4632ae1-f1b3-444b-979e-087d7184f787', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '72c4a7a0-15ae-4987-9175-6bebdf78adc7', '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, yc-bench market browse --required-prestige-lte 2 --limit 10",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 43026567,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 2.567,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-02-12T09:45:12.857094\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 0,\\n    \\\"planned\\\"",
        "yc-bench task list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 7,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a4632ae1-f1b3-444b-979e-087d7184f787\\\",\\n      \\\"title\\\": \\\"Implement Real-Time Collaboration for AI Writing Tool [FRONTEND-40]\\\",\\n      \\\"status\\\": \\\"completed_fail\\\",\\n      \\\"progress_pct\\\": 100.0,\\n      \\\"deadline\\\": \\\"2025-02-10T13:35:53.933083\\\",\\n      \\\"at_risk\\\": false\\n    },\\n    {\\n      \\\"task_id\\\": \\\"72c4a7a0-15ae-4987-9175-6bebdf78adc7\\\",\\n      \\\"title\\\": \\\"Build Model Compar",
        "yc-bench market browse --required-prestige-lte 2 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 52,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 10,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a9cb6371-272b-4dbd-bd7f-cac7d27202ec\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-37]\\\",\\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\\\": 2,\\n      \\\"rew"
      ]
    },
    {
      "turn": 43,
      "timestamp": "2026-02-26T18:39:22.340235+00:00",
      "user_input": "## Turn 43 \u2014 Simulation State\n- **Current time**: 2025-02-12T09:45:12.857094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $430,265.67 (43026567 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~11.6 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 2 tool call(s): yc-bench task accept --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4, yc-bench task accept --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0",
      "commands_executed": [
        "yc-bench task accept --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-02-12T09:45:12.857094\\\",\\n  \\\"deadline\\\": \\\"2025-02-24T09:45:12.857094\\\",\\n  \\\"replacement_task_id\\\": \\\"9f67fa3f-ffc5-4aaf-b4b8-f8e266613064\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4\"}",
        "yc-bench task accept --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-02-12T09:45:12.857094\\\",\\n  \\\"deadline\\\": \\\"2025-02-21T09:45:12.857094\\\",\\n  \\\"replacement_task_id\\\": \\\"5d9cf3f3-7880-4de5-8550-8b7c5dc0c1bf\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0\"}"
      ]
    },
    {
      "turn": 44,
      "timestamp": "2026-02-26T18:39:26.577789+00:00",
      "user_input": "## Turn 44 \u2014 Simulation State\n- **Current time**: 2025-02-12T09:45:12.857094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $430,265.67 (43026567 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~11.6 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 3 tool call(s): yc-bench employee list, yc-bench task inspect --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4, yc-bench task inspect --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0",
      "commands_executed": [
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1444422,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 11.2652,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"ac",
        "yc-bench task inspect --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"title\\\": \\\"Terraform Multi-Region Inference Infrastructure [SYSTEM-2]\\\",\\n  \\\"description\\\": \\\"Write IaC modules to provision inference endpoints across 3+ regions with global load balancing, failover routing, and centralized logging.\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 10501978,\\n  \\\"reward_prestige_delta\\\": 1.162,\\n  \\\"skill_boost_pct\\\": 0.",
        "yc-bench task inspect --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n  \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-52]\\\",\\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\\\": \\\"planned\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 12225428,\\n  \\\"reward_prestige_delta\\\": 0.069,\\n  \\\"skill_boost_pct\\\": 0.2088,\\n"
      ]
    },
    {
      "turn": 45,
      "timestamp": "2026-02-26T18:39:34.545546+00:00",
      "user_input": "## Turn 45 \u2014 Simulation State\n- **Current time**: 2025-02-12T09:45:12.857094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $430,265.67 (43026567 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~11.6 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 5 tool call(s): yc-bench task assign --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23\"}",
        "yc-bench task assign --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task assign --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n    ",
        "yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d\"}",
        "yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
      ]
    },
    {
      "turn": 46,
      "timestamp": "2026-02-26T18:39:38.447500+00:00",
      "user_input": "## Turn 46 \u2014 Simulation State\n- **Current time**: 2025-02-12T09:45:12.857094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $430,265.67 (43026567 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~11.6 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 2 tool call(s): yc-bench task dispatch --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0, yc-bench task dispatch --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4",
      "commands_executed": [
        "yc-bench task dispatch --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0\"}",
        "yc-bench task dispatch --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4\"}"
      ]
    },
    {
      "turn": 47,
      "timestamp": "2026-02-26T18:39:40.327044+00:00",
      "user_input": "## Turn 47 \u2014 Simulation State\n- **Current time**: 2025-02-12T09:45:12.857094\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $430,265.67 (43026567 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~11.6 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\\\": \\\"2025-02-12T09:45:12.857094\\\",\\n  \\\"new_sim_time\\\": \\\"2025-02-14T11:34:31.673299\\\",\\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\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 48,
      "timestamp": "2026-02-26T18:39:44.331415+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-12T09:45:12.857094\n- new_sim_time: 2025-02-14T11:34:31.673299\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': '73b2c102-f1d2-4e80-b0b9-3c61479512f0', '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 73b2c102-f1d2-4e80-b0b9-3c61479512f0, yc-bench task inspect --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id 73b2c102-f1d2-4e80-b0b9-3c61479512f0 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n  \\\"title\\\": \\\"Implement Blue-Green Deployment for LLM Serving [SYSTEM-52]\\\",\\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\\\": 2,\\n  \\\"reward_funds_cents\\\": 12225428,\\n  \\\"reward_prestige_delta\\\": 0.069,\\n  \\\"skill_boost_pct\\\": 0.2088,\\n ",
        "yc-bench task inspect --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"title\\\": \\\"Terraform Multi-Region Inference Infrastructure [SYSTEM-2]\\\",\\n  \\\"description\\\": \\\"Write IaC modules to provision inference endpoints across 3+ regions with global load balancing, failover routing, and centralized logging.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 10501978,\\n  \\\"reward_prestige_delta\\\": 1.162,\\n  \\\"skill_boost_pct\\\": 0.0",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 43026567,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 2.567,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-02-14T11:34:31.673299\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\""
      ]
    },
    {
      "turn": 49,
      "timestamp": "2026-02-26T18:39:48.173713+00:00",
      "user_input": "## Turn 49 \u2014 Simulation State\n- **Current time**: 2025-02-14T11:34:31.673299\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $430,265.67 (43026567 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~11.6 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 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23",
      "commands_executed": [
        "yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-14T11:34:31.673299\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n     ",
        "yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-14T11:34:31.673299\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n     "
      ]
    },
    {
      "turn": 50,
      "timestamp": "2026-02-26T18:39:50.065962+00:00",
      "user_input": "## Turn 50 \u2014 Simulation State\n- **Current time**: 2025-02-14T11:34:31.673299\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $430,265.67 (43026567 cents)\n- **Monthly payroll**: $37,053.69\n- **Runway**: ~11.6 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\\\": \\\"2025-02-14T11:34:31.673299\\\",\\n  \\\"new_sim_time\\\": \\\"2025-02-17T14:54:26.432764\\\",\\n  \\\"events_processed\\\": 1,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 12225428,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"73b2c102-f1d2-4e80-b0b9-3c61479512f0\\\",\\n      \\\"success\\\": true,\\n      \\\"funds_delta\\\": 12225428,\\n      \\\"bankrupt\\\": "
      ]
    },
    {
      "turn": 51,
      "timestamp": "2026-02-26T18:39:53.064207+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-14T11:34:31.673299\n- new_sim_time: 2025-02-17T14:54:26.432764\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 12225428\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '73b2c102-f1d2-4e80-b0b9-3c61479512f0', 'success': True, 'funds_delta': 12225428, '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 inspect --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4, yc-bench market browse --required-prestige-lte 3 --reward-min-cents 9000000 --limit 10",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 55251995,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 2.636,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-02-17T14:54:26.432764\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 1,\\n    \\\"planned\\\"",
        "yc-bench task inspect --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"title\\\": \\\"Terraform Multi-Region Inference Infrastructure [SYSTEM-2]\\\",\\n  \\\"description\\\": \\\"Write IaC modules to provision inference endpoints across 3+ regions with global load balancing, failover routing, and centralized logging.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 10501978,\\n  \\\"reward_prestige_delta\\\": 1.162,\\n  \\\"skill_boost_pct\\\": 0.0",
        "yc-bench market browse --required-prestige-lte 3 --reward-min-cents 9000000 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 26,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 10,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"650a05ba-d4f2-45da-91ba-b24bc138c65c\\\",\\n      \\\"title\\\": \\\"Create Enterprise RAG Onboarding Wizard [FRONTEND-112]\\\",\\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\\\": 3,\\n      \\\"rew"
      ]
    },
    {
      "turn": 52,
      "timestamp": "2026-02-26T18:39:56.220226+00:00",
      "user_input": "## Turn 52 \u2014 Simulation State\n- **Current time**: 2025-02-17T14:54:26.432764\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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 650a05ba-d4f2-45da-91ba-b24bc138c65c, yc-bench employee list",
      "commands_executed": [
        "yc-bench task accept --task-id 650a05ba-d4f2-45da-91ba-b24bc138c65c -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (2.636) does not meet task requirement (3).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 650a05ba-d4f2-45da-91ba-b24bc138c65c\"}",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1458866,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 13.6174,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"ac"
      ]
    },
    {
      "turn": 53,
      "timestamp": "2026-02-26T18:39:58.370425+00:00",
      "user_input": "## Turn 53 \u2014 Simulation State\n- **Current time**: 2025-02-17T14:54:26.432764\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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 1 tool call(s): yc-bench market browse --required-prestige-lte 2 --reward-min-cents 9000000 --limit 10",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 2 --reward-min-cents 9000000 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 8,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 10,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a9cb6371-272b-4dbd-bd7f-cac7d27202ec\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-37]\\\",\\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\\\": 2,\\n      \\\"rewa"
      ]
    },
    {
      "turn": 54,
      "timestamp": "2026-02-26T18:40:02.259655+00:00",
      "user_input": "## Turn 54 \u2014 Simulation State\n- **Current time**: 2025-02-17T14:54:26.432764\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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 1dfe1a3e-10b9-400c-a016-73fe5d5f88db, yc-bench task accept --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07",
      "commands_executed": [
        "yc-bench task accept --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-02-17T14:54:26.432764\\\",\\n  \\\"deadline\\\": \\\"2025-02-26T14:54:26.432764\\\",\\n  \\\"replacement_task_id\\\": \\\"0955463f-08a6-404f-a924-62ca408aac93\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db\"}",
        "yc-bench task accept --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-02-17T14:54:26.432764\\\",\\n  \\\"deadline\\\": \\\"2025-02-26T14:54:26.432764\\\",\\n  \\\"replacement_task_id\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07\"}"
      ]
    },
    {
      "turn": 55,
      "timestamp": "2026-02-26T18:40:09.156579+00:00",
      "user_input": "## Turn 55 \u2014 Simulation State\n- **Current time**: 2025-02-17T14:54:26.432764\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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 4 tool call(s): yc-bench task assign --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703\"}",
        "yc-bench task assign --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90\"}",
        "yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
      ]
    },
    {
      "turn": 56,
      "timestamp": "2026-02-26T18:40:12.317489+00:00",
      "user_input": "## Turn 56 \u2014 Simulation State\n- **Current time**: 2025-02-17T14:54:26.432764\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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 2 tool call(s): yc-bench task dispatch --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db, yc-bench task dispatch --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07",
      "commands_executed": [
        "yc-bench task dispatch --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db\"}",
        "yc-bench task dispatch --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07\"}"
      ]
    },
    {
      "turn": 57,
      "timestamp": "2026-02-26T18:40:15.341173+00:00",
      "user_input": "## Turn 57 \u2014 Simulation State\n- **Current time**: 2025-02-17T14:54:26.432764\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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\\\": \\\"2025-02-17T14:54:26.432764\\\",\\n  \\\"new_sim_time\\\": \\\"2025-02-19T15:29:37.185402\\\",\\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\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 58,
      "timestamp": "2026-02-26T18:40:19.717933+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-17T14:54:26.432764\n- new_sim_time: 2025-02-19T15:29:37.185402\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': '42c2b782-47bf-48d9-b90a-f992695f3de4', '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 42c2b782-47bf-48d9-b90a-f992695f3de4, yc-bench task inspect --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db, yc-bench task inspect --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07, yc-bench employee list",
      "commands_executed": [
        "yc-bench task inspect --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"title\\\": \\\"Terraform Multi-Region Inference Infrastructure [SYSTEM-2]\\\",\\n  \\\"description\\\": \\\"Write IaC modules to provision inference endpoints across 3+ regions with global load balancing, failover routing, and centralized logging.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 10501978,\\n  \\\"reward_prestige_delta\\\": 1.162,\\n  \\\"skill_boost_pct\\\": 0.0",
        "yc-bench task inspect --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n  \\\"title\\\": \\\"Build Data Quality Monitoring for Feature Store [DATA-22]\\\",\\n  \\\"description\\\": \\\"Implement data validation checks on streaming feature pipelines, alerting on schema drift, null-rate spikes, and distribution shifts before they affect models.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 9307215,\\n  \\\"reward_prestige_delta\\\": 1.269,\\n  \\\"skil",
        "yc-bench task inspect --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"title\\\": \\\"Explore Constitutional AI for Domain-Specific Safety [RESEARCH-79]\\\",\\n  \\\"description\\\": \\\"Adapt constitutional AI methods to create a self-improving safety filter for a healthcare chatbot, defining domain-specific principles and measuring accuracy.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 10894696,\\n  \\\"reward_prestige_delta\\\": 0.872,\\",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1458866,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 13.6174,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"ac"
      ]
    },
    {
      "turn": 59,
      "timestamp": "2026-02-26T18:40:22.901962+00:00",
      "user_input": "## Turn 59 \u2014 Simulation State\n- **Current time**: 2025-02-19T15:29:37.185402\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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 2 tool call(s): yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23",
      "commands_executed": [
        "yc-bench task assign --task-id 42c2b782-47bf-48d9-b90a-f992695f3de4 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-14T11:34:31.673299\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-12T09:45:12.857094\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n     ",
        "yc-bench task assign --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n     "
      ]
    },
    {
      "turn": 60,
      "timestamp": "2026-02-26T18:40:24.625323+00:00",
      "user_input": "## Turn 60 \u2014 Simulation State\n- **Current time**: 2025-02-19T15:29:37.185402\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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\\\": \\\"2025-02-19T15:29:37.185402\\\",\\n  \\\"new_sim_time\\\": \\\"2025-02-25T09:16:33.742032\\\",\\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\\\": \\\"42c2b782-47bf-48d9-b90a-f992695f3de4\\\",\\n      \\\"success\\\": false,\\n      \\\"funds_delta\\\": 0,\\n      \\\"bankrupt\\\": false\\n    },"
      ]
    },
    {
      "turn": 61,
      "timestamp": "2026-02-26T18:40:29.737879+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-19T15:29:37.185402\n- new_sim_time: 2025-02-25T09:16:33.742032\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': '42c2b782-47bf-48d9-b90a-f992695f3de4', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': '1dfe1a3e-10b9-400c-a016-73fe5d5f88db', '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 1dfe1a3e-10b9-400c-a016-73fe5d5f88db, yc-bench task inspect --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07, yc-bench task list --status active",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 55251995,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-02-25T09:16:33.742032\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\"",
        "yc-bench task inspect --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n  \\\"title\\\": \\\"Build Data Quality Monitoring for Feature Store [DATA-22]\\\",\\n  \\\"description\\\": \\\"Implement data validation checks on streaming feature pipelines, alerting on schema drift, null-rate spikes, and distribution shifts before they affect models.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 9307215,\\n  \\\"reward_prestige_delta\\\": 1.269,\\n  \\\"skil",
        "yc-bench task inspect --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"title\\\": \\\"Explore Constitutional AI for Domain-Specific Safety [RESEARCH-79]\\\",\\n  \\\"description\\\": \\\"Adapt constitutional AI methods to create a self-improving safety filter for a healthcare chatbot, defining domain-specific principles and measuring accuracy.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 10894696,\\n  \\\"reward_prestige_delta\\\": 0.872,\\",
        "yc-bench task list --status active -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 2,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n      \\\"title\\\": \\\"Build Data Quality Monitoring for Feature Store [DATA-22]\\\",\\n      \\\"status\\\": \\\"active\\\",\\n      \\\"progress_pct\\\": 68.47,\\n      \\\"deadline\\\": \\\"2025-02-26T14:54:26.432764\\\",\\n      \\\"at_risk\\\": false\\n    },\\n    {\\n      \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n      \\\"title\\\": \\\"Explore Constitutional AI for Domain"
      ]
    },
    {
      "turn": 62,
      "timestamp": "2026-02-26T18:40:35.616417+00:00",
      "user_input": "## Turn 62 \u2014 Simulation State\n- **Current time**: 2025-02-25T09:16:33.742032\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d",
      "commands_executed": [
        "yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n     ",
        "yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n     ",
        "yc-bench task assign --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-02-17T14:54:26.432764\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n     "
      ]
    },
    {
      "turn": 63,
      "timestamp": "2026-02-26T18:40:37.230492+00:00",
      "user_input": "## Turn 63 \u2014 Simulation State\n- **Current time**: 2025-02-25T09:16:33.742032\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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\\\": \\\"2025-02-25T09:16:33.742032\\\",\\n  \\\"new_sim_time\\\": \\\"2025-02-26T13:52:57.264389\\\",\\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\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 64,
      "timestamp": "2026-02-26T18:40:41.163207+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-25T09:16:33.742032\n- new_sim_time: 2025-02-26T13:52:57.264389\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': '921d25da-e3c2-4c7b-bf53-2a966115bb07', '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 1dfe1a3e-10b9-400c-a016-73fe5d5f88db, yc-bench task inspect --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id 1dfe1a3e-10b9-400c-a016-73fe5d5f88db -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n  \\\"title\\\": \\\"Build Data Quality Monitoring for Feature Store [DATA-22]\\\",\\n  \\\"description\\\": \\\"Implement data validation checks on streaming feature pipelines, alerting on schema drift, null-rate spikes, and distribution shifts before they affect models.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 9307215,\\n  \\\"reward_prestige_delta\\\": 1.269,\\n  \\\"skil",
        "yc-bench task inspect --task-id 921d25da-e3c2-4c7b-bf53-2a966115bb07 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"921d25da-e3c2-4c7b-bf53-2a966115bb07\\\",\\n  \\\"title\\\": \\\"Explore Constitutional AI for Domain-Specific Safety [RESEARCH-79]\\\",\\n  \\\"description\\\": \\\"Adapt constitutional AI methods to create a self-improving safety filter for a healthcare chatbot, defining domain-specific principles and measuring accuracy.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 2,\\n  \\\"reward_funds_cents\\\": 10894696,\\n  \\\"reward_prestige_delta\\\": 0.872,\\",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 55251995,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-02-26T13:52:57.264389\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\""
      ]
    },
    {
      "turn": 65,
      "timestamp": "2026-02-26T18:40:44.138942+00:00",
      "user_input": "## Turn 65 \u2014 Simulation State\n- **Current time**: 2025-02-26T13:52:57.264389\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $552,519.95 (55251995 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~14.8 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\\\": \\\"2025-02-26T13:52:57.264389\\\",\\n  \\\"new_sim_time\\\": \\\"2025-03-03T10:53:25.432159\\\",\\n  \\\"events_processed\\\": 2,\\n  \\\"payrolls_applied\\\": 1,\\n  \\\"balance_delta\\\": -3735793,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n      \\\"success\\\": false,\\n      \\\"funds_delta\\\": 0,\\n      \\\"bankrupt\\\": false\\"
      ]
    },
    {
      "turn": 66,
      "timestamp": "2026-02-26T18:40:47.153669+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-02-26T13:52:57.264389\n- new_sim_time: 2025-03-03T10:53:25.432159\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 1\n- balance_delta: -3735793\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '1dfe1a3e-10b9-400c-a016-73fe5d5f88db', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '921d25da-e3c2-4c7b-bf53-2a966115bb07', '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 2 --reward-min-cents 8000000 --limit 20",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 51516202,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-03-03T10:53:25.432159\\\",\\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 2 --reward-min-cents 8000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 6,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a9cb6371-272b-4dbd-bd7f-cac7d27202ec\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-37]\\\",\\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\\\": 2,\\n      \\\"rewa"
      ]
    },
    {
      "turn": 67,
      "timestamp": "2026-02-26T18:40:49.170151+00:00",
      "user_input": "## Turn 67 \u2014 Simulation State\n- **Current time**: 2025-03-03T10:53:25.432159\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $515,162.02 (51516202 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~13.8 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 1 tool call(s): yc-bench task accept --task-id a5cc34c7-6e55-4869-b7ea-e831ba47540a",
      "commands_executed": [
        "yc-bench task accept --task-id a5cc34c7-6e55-4869-b7ea-e831ba47540a -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.474) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id a5cc34c7-6e55-4869-b7ea-e831ba47540a\"}"
      ]
    },
    {
      "turn": 68,
      "timestamp": "2026-02-26T18:40:51.517489+00:00",
      "user_input": "## Turn 68 \u2014 Simulation State\n- **Current time**: 2025-03-03T10:53:25.432159\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $515,162.02 (51516202 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~13.8 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 1 tool call(s): yc-bench market browse --required-prestige-lte 1 --reward-min-cents 5000000 --limit 20",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 5000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 0,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 5000000 --limit 20\"}"
      ]
    },
    {
      "turn": 69,
      "timestamp": "2026-02-26T18:40:53.473227+00:00",
      "user_input": "## Turn 69 \u2014 Simulation State\n- **Current time**: 2025-03-03T10:53:25.432159\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $515,162.02 (51516202 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~13.8 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 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\\\": 8,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 50,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n      \\\"title\\\": \\\"Migrate Legacy Warehouse to ML-Ready Lakehouse [DATA-31]\\\",\\n      \\\"description\\\": \\\"Transform and migrate 5 years of product analytics data from a legacy SQL warehouse into a Parquet-based lakehouse optimized for feature engineering.\\\",\\n      \\\"required_prestige\\\": 1,\\n      \\\"reward_funds_cents\\"
      ]
    },
    {
      "turn": 70,
      "timestamp": "2026-02-26T18:40:56.553532+00:00",
      "user_input": "## Turn 70 \u2014 Simulation State\n- **Current time**: 2025-03-03T10:53:25.432159\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $515,162.02 (51516202 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~13.8 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 1d8527e8-2985-4826-ba4c-f998586edc09, yc-bench task accept --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9, yc-bench employee list",
      "commands_executed": [
        "yc-bench task accept --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-03-03T10:53:25.432159\\\",\\n  \\\"deadline\\\": \\\"2025-03-18T10:53:25.432159\\\",\\n  \\\"replacement_task_id\\\": \\\"ce8eae33-e6dd-42b6-a24e-fe6f6a557589\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 1d8527e8-2985-4826-ba4c-f998586edc09\"}",
        "yc-bench task accept --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-03-03T10:53:25.432159\\\",\\n  \\\"deadline\\\": \\\"2025-03-12T10:53:25.432159\\\",\\n  \\\"replacement_task_id\\\": \\\"95622683-e561-4a16-8e7e-0b58a039d5be\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9\"}",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1458866,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 9.8974,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 13.6174,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"ac"
      ]
    },
    {
      "turn": 71,
      "timestamp": "2026-02-26T18:41:03.011163+00:00",
      "user_input": "## Turn 71 \u2014 Simulation State\n- **Current time**: 2025-03-03T10:53:25.432159\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $515,162.02 (51516202 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~13.8 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 5 tool call(s): yc-bench task assign --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23\"}",
        "yc-bench task assign --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task assign --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n    ",
        "yc-bench task assign --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d\"}",
        "yc-bench task assign --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
      ]
    },
    {
      "turn": 72,
      "timestamp": "2026-02-26T18:41:05.755684+00:00",
      "user_input": "## Turn 72 \u2014 Simulation State\n- **Current time**: 2025-03-03T10:53:25.432159\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $515,162.02 (51516202 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~13.8 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 2 tool call(s): yc-bench task dispatch --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9, yc-bench task dispatch --task-id 1d8527e8-2985-4826-ba4c-f998586edc09",
      "commands_executed": [
        "yc-bench task dispatch --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9\"}",
        "yc-bench task dispatch --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 1d8527e8-2985-4826-ba4c-f998586edc09\"}"
      ]
    },
    {
      "turn": 73,
      "timestamp": "2026-02-26T18:41:09.126615+00:00",
      "user_input": "## Turn 73 \u2014 Simulation State\n- **Current time**: 2025-03-03T10:53:25.432159\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $515,162.02 (51516202 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~13.8 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\\\": \\\"2025-03-03T10:53:25.432159\\\",\\n  \\\"new_sim_time\\\": \\\"2025-03-05T10:24:43.564738\\\",\\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\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 74,
      "timestamp": "2026-02-26T18:41:12.215607+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-03T10:53:25.432159\n- new_sim_time: 2025-03-05T10:24:43.564738\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': '46df7c7a-db46-4376-acbb-d9562043ddb9', '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 46df7c7a-db46-4376-acbb-d9562043ddb9, yc-bench task inspect --task-id 1d8527e8-2985-4826-ba4c-f998586edc09, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id 46df7c7a-db46-4376-acbb-d9562043ddb9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\",\\n  \\\"title\\\": \\\"Build File Processing Service for Vision-Language Models [BACKEND-10]\\\",\\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\\\": 1,\\n  \\\"reward_funds_cents\\\": 3217485,\\n  \\\"reward_prestige_delta\\\": 1.006,\\n ",
        "yc-bench task inspect --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"title\\\": \\\"Migrate Legacy Warehouse to ML-Ready Lakehouse [DATA-31]\\\",\\n  \\\"description\\\": \\\"Transform and migrate 5 years of product analytics data from a legacy SQL warehouse into a Parquet-based lakehouse optimized for feature engineering.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4932023,\\n  \\\"reward_prestige_delta\\\": 0.52,\\n  \\\"skill_boost_pct\\",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 51516202,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.0,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-03-05T10:24:43.564738\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned\\\""
      ]
    },
    {
      "turn": 75,
      "timestamp": "2026-02-26T18:41:14.335645+00:00",
      "user_input": "## Turn 75 \u2014 Simulation State\n- **Current time**: 2025-03-05T10:24:43.564738\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $515,162.02 (51516202 cents)\n- **Monthly payroll**: $37,357.93\n- **Runway**: ~13.8 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\\\": \\\"2025-03-05T10:24:43.564738\\\",\\n  \\\"new_sim_time\\\": \\\"2025-03-07T09:56:01.697318\\\",\\n  \\\"events_processed\\\": 1,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 3217485,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"46df7c7a-db46-4376-acbb-d9562043ddb9\\\",\\n      \\\"success\\\": true,\\n      \\\"funds_delta\\\": 3217485,\\n      \\\"bankrupt\\\": fa"
      ]
    },
    {
      "turn": 76,
      "timestamp": "2026-02-26T18:41:17.433475+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-05T10:24:43.564738\n- new_sim_time: 2025-03-07T09:56:01.697318\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 3217485\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '46df7c7a-db46-4376-acbb-d9562043ddb9', 'success': True, 'funds_delta': 3217485, '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 inspect --task-id 1d8527e8-2985-4826-ba4c-f998586edc09, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3000000 --limit 20",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 54733687,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 2.006,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-03-07T09:56:01.697318\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 1,\\n    \\\"planned",
        "yc-bench task inspect --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"title\\\": \\\"Migrate Legacy Warehouse to ML-Ready Lakehouse [DATA-31]\\\",\\n  \\\"description\\\": \\\"Transform and migrate 5 years of product analytics data from a legacy SQL warehouse into a Parquet-based lakehouse optimized for feature engineering.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4932023,\\n  \\\"reward_prestige_delta\\\": 0.52,\\n  \\\"skill_boost_pct\\",
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 3000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 3,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n      \\\"title\\\": \\\"Design Benchmark for Legal Document QA [RESEARCH-21]\\\",\\n      \\\"description\\\": \\\"Create a benchmark suite of 2,000+ annotated legal questions across contract law and compliance, with human-expert baselines and an automated evaluation harness.\\\",\\n      \\\"required_prestige\\\": 1,\\n      \\\"reward_fund"
      ]
    },
    {
      "turn": 77,
      "timestamp": "2026-02-26T18:41:20.551480+00:00",
      "user_input": "## Turn 77 \u2014 Simulation State\n- **Current time**: 2025-03-07T09:56:01.697318\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $547,336.87 (54733687 cents)\n- **Monthly payroll**: $37,665.21\n- **Runway**: ~14.5 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 48b99d8f-f289-47f7-a108-4306f697cabe, yc-bench task assign --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23",
      "commands_executed": [
        "yc-bench task accept --task-id 48b99d8f-f289-47f7-a108-4306f697cabe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-03-07T09:56:01.697318\\\",\\n  \\\"deadline\\\": \\\"2025-03-20T09:56:01.697318\\\",\\n  \\\"replacement_task_id\\\": \\\"ad3ca784-84ce-45f3-ac07-4b7234e532dc\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 48b99d8f-f289-47f7-a108-4306f697cabe\"}",
        "yc-bench task assign --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-03T10:53:25.432159\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n     "
      ]
    },
    {
      "turn": 78,
      "timestamp": "2026-02-26T18:41:25.337367+00:00",
      "user_input": "## Turn 78 \u2014 Simulation State\n- **Current time**: 2025-03-07T09:56:01.697318\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $547,336.87 (54733687 cents)\n- **Monthly payroll**: $37,665.21\n- **Runway**: ~14.5 months\n- **Employees**: 5\n- **Active tasks**: 1\n- **Planned tasks**: 1\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 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task dispatch --task-id 48b99d8f-f289-47f7-a108-4306f697cabe",
      "commands_executed": [
        "yc-bench task assign --task-id 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-07T09:56:01.697318\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703\"}",
        "yc-bench task assign --task-id 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-07T09:56:01.697318\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-07T09:56:01.697318\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task dispatch --task-id 48b99d8f-f289-47f7-a108-4306f697cabe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 48b99d8f-f289-47f7-a108-4306f697cabe\"}"
      ]
    },
    {
      "turn": 79,
      "timestamp": "2026-02-26T18:41:26.907073+00:00",
      "user_input": "## Turn 79 \u2014 Simulation State\n- **Current time**: 2025-03-07T09:56:01.697318\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $547,336.87 (54733687 cents)\n- **Monthly payroll**: $37,665.21\n- **Runway**: ~14.5 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\\\": \\\"2025-03-07T09:56:01.697318\\\",\\n  \\\"new_sim_time\\\": \\\"2025-03-10T09:05:05.141482\\\",\\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\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 80,
      "timestamp": "2026-02-26T18:41:30.839103+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-07T09:56:01.697318\n- new_sim_time: 2025-03-10T09:05:05.141482\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': '1d8527e8-2985-4826-ba4c-f998586edc09', '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 1d8527e8-2985-4826-ba4c-f998586edc09, yc-bench task inspect --task-id 48b99d8f-f289-47f7-a108-4306f697cabe, yc-bench employee list",
      "commands_executed": [
        "yc-bench task inspect --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"title\\\": \\\"Migrate Legacy Warehouse to ML-Ready Lakehouse [DATA-31]\\\",\\n  \\\"description\\\": \\\"Transform and migrate 5 years of product analytics data from a legacy SQL warehouse into a Parquet-based lakehouse optimized for feature engineering.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4932023,\\n  \\\"reward_prestige_delta\\\": 0.52,\\n  \\\"skill_boost_pct\\",
        "yc-bench task inspect --task-id 48b99d8f-f289-47f7-a108-4306f697cabe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n  \\\"title\\\": \\\"Design Benchmark for Legal Document QA [RESEARCH-21]\\\",\\n  \\\"description\\\": \\\"Create a benchmark suite of 2,000+ annotated legal questions across contract law and compliance, with human-expert baselines and an automated evaluation harness.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4852326,\\n  \\\"reward_prestige_delta\\\": 0.413,\\n  \\\"skill_b",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1473454,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 11.4384,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 13.6174,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"a"
      ]
    },
    {
      "turn": 81,
      "timestamp": "2026-02-26T18:41:34.238446+00:00",
      "user_input": "## Turn 81 \u2014 Simulation State\n- **Current time**: 2025-03-10T09:05:05.141482\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $547,336.87 (54733687 cents)\n- **Monthly payroll**: $37,665.21\n- **Runway**: ~14.5 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 2 tool call(s): yc-bench task assign --task-id 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-07T09:56:01.697318\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-10T09:05:05.141482\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n     ",
        "yc-bench task assign --task-id 48b99d8f-f289-47f7-a108-4306f697cabe --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-07T09:56:01.697318\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-10T09:05:05.141482\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n     "
      ]
    },
    {
      "turn": 82,
      "timestamp": "2026-02-26T18:41:36.033035+00:00",
      "user_input": "## Turn 82 \u2014 Simulation State\n- **Current time**: 2025-03-10T09:05:05.141482\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $547,336.87 (54733687 cents)\n- **Monthly payroll**: $37,665.21\n- **Runway**: ~14.5 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\\\": \\\"2025-03-10T09:05:05.141482\\\",\\n  \\\"new_sim_time\\\": \\\"2025-03-12T14:38:06.169641\\\",\\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\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 83,
      "timestamp": "2026-02-26T18:41:39.164536+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-10T09:05:05.141482\n- new_sim_time: 2025-03-12T14:38:06.169641\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': '48b99d8f-f289-47f7-a108-4306f697cabe', '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 1d8527e8-2985-4826-ba4c-f998586edc09, yc-bench task inspect --task-id 48b99d8f-f289-47f7-a108-4306f697cabe, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id 1d8527e8-2985-4826-ba4c-f998586edc09 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n  \\\"title\\\": \\\"Migrate Legacy Warehouse to ML-Ready Lakehouse [DATA-31]\\\",\\n  \\\"description\\\": \\\"Transform and migrate 5 years of product analytics data from a legacy SQL warehouse into a Parquet-based lakehouse optimized for feature engineering.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4932023,\\n  \\\"reward_prestige_delta\\\": 0.52,\\n  \\\"skill_boost_pct\\",
        "yc-bench task inspect --task-id 48b99d8f-f289-47f7-a108-4306f697cabe -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"48b99d8f-f289-47f7-a108-4306f697cabe\\\",\\n  \\\"title\\\": \\\"Design Benchmark for Legal Document QA [RESEARCH-21]\\\",\\n  \\\"description\\\": \\\"Create a benchmark suite of 2,000+ annotated legal questions across contract law and compliance, with human-expert baselines and an automated evaluation harness.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4852326,\\n  \\\"reward_prestige_delta\\\": 0.413,\\n  \\\"skill_b",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 54733687,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 2.006,\\n    \\\"data\\\": 1.0,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-03-12T14:38:06.169641\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"planned"
      ]
    },
    {
      "turn": 84,
      "timestamp": "2026-02-26T18:41:40.889414+00:00",
      "user_input": "## Turn 84 \u2014 Simulation State\n- **Current time**: 2025-03-12T14:38:06.169641\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $547,336.87 (54733687 cents)\n- **Monthly payroll**: $37,665.21\n- **Runway**: ~14.5 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\\\": \\\"2025-03-12T14:38:06.169641\\\",\\n  \\\"new_sim_time\\\": \\\"2025-03-19T10:15:21.096826\\\",\\n  \\\"events_processed\\\": 2,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 4852326,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n      \\\"success\\\": false,\\n      \\\"funds_delta\\\": 0,\\n      \\\"bankrupt\\\": false\\n"
      ]
    },
    {
      "turn": 85,
      "timestamp": "2026-02-26T18:41:43.970407+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-12T14:38:06.169641\n- new_sim_time: 2025-03-19T10:15:21.096826\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 4852326\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '1d8527e8-2985-4826-ba4c-f998586edc09', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '48b99d8f-f289-47f7-a108-4306f697cabe', 'success': True, 'funds_delta': 4852326, '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 --reward-min-cents 7000000 --limit 20, yc-bench task list --status completed_fail",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 59586013,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.413,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-03-19T10:15:21.096826\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 0,\\n    \\\"pla",
        "yc-bench market browse --required-prestige-lte 2 --reward-min-cents 7000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 13,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a9cb6371-272b-4dbd-bd7f-cac7d27202ec\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-37]\\\",\\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\\\": 2,\\n      \\\"rew",
        "yc-bench task list --status completed_fail -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 8,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"1d8527e8-2985-4826-ba4c-f998586edc09\\\",\\n      \\\"title\\\": \\\"Migrate Legacy Warehouse to ML-Ready Lakehouse [DATA-31]\\\",\\n      \\\"status\\\": \\\"completed_fail\\\",\\n      \\\"progress_pct\\\": 100.0,\\n      \\\"deadline\\\": \\\"2025-03-18T10:53:25.432159\\\",\\n      \\\"at_risk\\\": false\\n    },\\n    {\\n      \\\"task_id\\\": \\\"1dfe1a3e-10b9-400c-a016-73fe5d5f88db\\\",\\n      \\\"title\\\": \\\"Build Data Quality Monitoring"
      ]
    },
    {
      "turn": 86,
      "timestamp": "2026-02-26T18:41:47.502873+00:00",
      "user_input": "## Turn 86 \u2014 Simulation State\n- **Current time**: 2025-03-19T10:15:21.096826\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $595,860.13 (59586013 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~15.7 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 6247ecaa-328f-4add-aafe-3fcfe2c0f55f, yc-bench task accept --task-id 3df94231-260f-485a-9a0b-10af8cd90f57, yc-bench employee list",
      "commands_executed": [
        "yc-bench task accept --task-id 6247ecaa-328f-4add-aafe-3fcfe2c0f55f -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.486) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 6247ecaa-328f-4add-aafe-3fcfe2c0f55f\"}",
        "yc-bench task accept --task-id 3df94231-260f-485a-9a0b-10af8cd90f57 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.486) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 3df94231-260f-485a-9a0b-10af8cd90f57\"}",
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1473454,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 11.4384,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 13.6174,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"a"
      ]
    },
    {
      "turn": 87,
      "timestamp": "2026-02-26T18:41:49.497888+00:00",
      "user_input": "## Turn 87 \u2014 Simulation State\n- **Current time**: 2025-03-19T10:15:21.096826\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $595,860.13 (59586013 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~15.7 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 --reward-min-cents 2000000 --limit 20",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 2000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 4,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n      \\\"title\\\": \\\"Build Interactive LLM Playground with Streaming [FRONTEND-122]\\\",\\n      \\\"description\\\": \\\"Create a web app where users test multiple LLM providers side-by-side with streaming output, adjustable parameters, and conversation history persistence.\\\",\\n      \\\"required_prestige\\\": 1,\\n      \\\"reward_fu"
      ]
    },
    {
      "turn": 88,
      "timestamp": "2026-02-26T18:41:53.947510+00:00",
      "user_input": "## Turn 88 \u2014 Simulation State\n- **Current time**: 2025-03-19T10:15:21.096826\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $595,860.13 (59586013 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~15.7 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 60f89936-af60-4e19-ad17-b0e6ac3c0634, yc-bench task accept --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9",
      "commands_executed": [
        "yc-bench task accept --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"60f89936-af60-4e19-ad17-b0e6ac3c0634\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-03-19T10:15:21.096826\\\",\\n  \\\"deadline\\\": \\\"2025-03-28T10:15:21.096826\\\",\\n  \\\"replacement_task_id\\\": \\\"1cad9bf2-8e75-4467-acfb-4076fbaf6d3b\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634\"}",
        "yc-bench task accept --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-03-19T10:15:21.096826\\\",\\n  \\\"deadline\\\": \\\"2025-04-03T10:15:21.096826\\\",\\n  \\\"replacement_task_id\\\": \\\"4825f0ed-0d1a-4bd7-b1fc-1d1cb48a4043\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9\"}"
      ]
    },
    {
      "turn": 89,
      "timestamp": "2026-02-26T18:42:00.457712+00:00",
      "user_input": "## Turn 89 \u2014 Simulation State\n- **Current time**: 2025-03-19T10:15:21.096826\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $595,860.13 (59586013 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~15.7 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 5 tool call(s): yc-bench task assign --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"60f89936-af60-4e19-ad17-b0e6ac3c0634\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-19T10:15:21.096826\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23\"}",
        "yc-bench task assign --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"60f89936-af60-4e19-ad17-b0e6ac3c0634\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-19T10:15:21.096826\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-19T10:15:21.096826\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task assign --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-19T10:15:21.096826\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703\"}",
        "yc-bench task assign --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-19T10:15:21.096826\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-19T10:15:21.096826\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task assign --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-19T10:15:21.096826\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-03-19T10:15:21.096826\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n    "
      ]
    },
    {
      "turn": 90,
      "timestamp": "2026-02-26T18:42:03.092014+00:00",
      "user_input": "## Turn 90 \u2014 Simulation State\n- **Current time**: 2025-03-19T10:15:21.096826\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $595,860.13 (59586013 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~15.7 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 2 tool call(s): yc-bench task dispatch --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634, yc-bench task dispatch --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9",
      "commands_executed": [
        "yc-bench task dispatch --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"60f89936-af60-4e19-ad17-b0e6ac3c0634\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634\"}",
        "yc-bench task dispatch --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9\"}"
      ]
    },
    {
      "turn": 91,
      "timestamp": "2026-02-26T18:42:05.083238+00:00",
      "user_input": "## Turn 91 \u2014 Simulation State\n- **Current time**: 2025-03-19T10:15:21.096826\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $595,860.13 (59586013 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~15.7 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\\\": \\\"2025-03-19T10:15:21.096826\\\",\\n  \\\"new_sim_time\\\": \\\"2025-03-25T09:22:22.914011\\\",\\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\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 92,
      "timestamp": "2026-02-26T18:42:08.299001+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-19T10:15:21.096826\n- new_sim_time: 2025-03-25T09:22:22.914011\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': 'ac1a004c-596a-4857-a499-13f41f2bf4f9', '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 ac1a004c-596a-4857-a499-13f41f2bf4f9, yc-bench task inspect --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n  \\\"title\\\": \\\"Implement Real-Time Collaboration for AI Writing Tool [FRONTEND-95]\\\",\\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\\\": 1,\\n  \\\"reward_funds_cents\\\": 2002268,\\n  \\\"reward_prestige_delta\\\": 1.122,\\n  \\\"skill_boost_pct\\\": 0.1244,\\",
        "yc-bench task inspect --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"60f89936-af60-4e19-ad17-b0e6ac3c0634\\\",\\n  \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-74]\\\",\\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\\\": 3106934,\\n  \\\"reward_prestige_delta\\\": 0.473,\\n  \\\"",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 59586013,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.413,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-03-25T09:22:22.914011\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"pla"
      ]
    },
    {
      "turn": 93,
      "timestamp": "2026-02-26T18:42:10.029207+00:00",
      "user_input": "## Turn 93 \u2014 Simulation State\n- **Current time**: 2025-03-25T09:22:22.914011\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $595,860.13 (59586013 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~15.7 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\\\": \\\"2025-03-25T09:22:22.914011\\\",\\n  \\\"new_sim_time\\\": \\\"2025-03-28T15:13:00.976386\\\",\\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\\\": \\\"60f89936-af60-4e19-ad17-b0e6ac3c0634\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 94,
      "timestamp": "2026-02-26T18:42:13.845697+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-25T09:22:22.914011\n- new_sim_time: 2025-03-28T15:13:00.976386\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': '60f89936-af60-4e19-ad17-b0e6ac3c0634', '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 60f89936-af60-4e19-ad17-b0e6ac3c0634, yc-bench task inspect --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id 60f89936-af60-4e19-ad17-b0e6ac3c0634 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"60f89936-af60-4e19-ad17-b0e6ac3c0634\\\",\\n  \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-74]\\\",\\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\\\": 3106934,\\n  \\\"reward_prestige_delta\\\": 0.473,\\n  \\\"",
        "yc-bench task inspect --task-id ac1a004c-596a-4857-a499-13f41f2bf4f9 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n  \\\"title\\\": \\\"Implement Real-Time Collaboration for AI Writing Tool [FRONTEND-95]\\\",\\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\\\": 1,\\n  \\\"reward_funds_cents\\\": 2002268,\\n  \\\"reward_prestige_delta\\\": 1.122,\\n  \\\"skill_boost_pct\\\": 0.1244,\\",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 59586013,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.413,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-03-28T15:13:00.976386\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"pla"
      ]
    },
    {
      "turn": 95,
      "timestamp": "2026-02-26T18:42:18.728915+00:00",
      "user_input": "## Turn 95 \u2014 Simulation State\n- **Current time**: 2025-03-28T15:13:00.976386\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $595,860.13 (59586013 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~15.7 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\\\": \\\"2025-03-28T15:13:00.976386\\\",\\n  \\\"new_sim_time\\\": \\\"2025-04-03T13:24:59.998073\\\",\\n  \\\"events_processed\\\": 2,\\n  \\\"payrolls_applied\\\": 1,\\n  \\\"balance_delta\\\": -3789449,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n      \\\"success\\\": false,\\n      \\\"funds_delta\\\": 0,\\n      \\\"bankrupt\\\": false\\"
      ]
    },
    {
      "turn": 96,
      "timestamp": "2026-02-26T18:42:22.310248+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-03-28T15:13:00.976386\n- new_sim_time: 2025-04-03T13:24:59.998073\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 1\n- balance_delta: -3789449\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': 'ac1a004c-596a-4857-a499-13f41f2bf4f9', 'success': False, 'funds_delta': 0, 'bankrupt': False}\n- wake_event: {'type': 'task_completed', 'task_id': '60f89936-af60-4e19-ad17-b0e6ac3c0634', '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 2000000 --limit 20, yc-bench task list --status completed_fail",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 55796564,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-04-03T13:24:59.998073\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 0,\\n    \\\"plann",
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 2000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 2,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n      \\\"title\\\": \\\"Build Interactive LLM Playground with Streaming [FRONTEND-122]\\\",\\n      \\\"description\\\": \\\"Create a web app where users test multiple LLM providers side-by-side with streaming output, adjustable parameters, and conversation history persistence.\\\",\\n      \\\"required_prestige\\\": 1,\\n      \\\"reward_fu",
        "yc-bench task list --status completed_fail -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 10,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"60f89936-af60-4e19-ad17-b0e6ac3c0634\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-74]\\\",\\n      \\\"status\\\": \\\"completed_fail\\\",\\n      \\\"progress_pct\\\": 100.0,\\n      \\\"deadline\\\": \\\"2025-03-28T10:15:21.096826\\\",\\n      \\\"at_risk\\\": false\\n    },\\n    {\\n      \\\"task_id\\\": \\\"ac1a004c-596a-4857-a499-13f41f2bf4f9\\\",\\n      \\\"title\\\": \\\"Implement Real-Ti"
      ]
    },
    {
      "turn": 97,
      "timestamp": "2026-02-26T18:42:25.531289+00:00",
      "user_input": "## Turn 97 \u2014 Simulation State\n- **Current time**: 2025-04-03T13:24:59.998073\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $557,965.64 (55796564 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~14.7 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 6a05634c-2107-441f-85c6-85887e879b71, yc-bench task accept --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4",
      "commands_executed": [
        "yc-bench task accept --task-id 6a05634c-2107-441f-85c6-85887e879b71 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-04-03T13:24:59.998073\\\",\\n  \\\"deadline\\\": \\\"2025-04-21T13:24:59.998073\\\",\\n  \\\"replacement_task_id\\\": \\\"86e876a2-95a0-4b9a-99a2-7a5abfd3092d\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 6a05634c-2107-441f-85c6-85887e879b71\"}",
        "yc-bench task accept --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-04-03T13:24:59.998073\\\",\\n  \\\"deadline\\\": \\\"2025-04-24T13:24:59.998073\\\",\\n  \\\"replacement_task_id\\\": \\\"bf90ee92-ae59-45f1-9ea2-f6a6de0367d5\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4\"}"
      ]
    },
    {
      "turn": 98,
      "timestamp": "2026-02-26T18:42:28.996701+00:00",
      "user_input": "## Turn 98 \u2014 Simulation State\n- **Current time**: 2025-04-03T13:24:59.998073\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $557,965.64 (55796564 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~14.7 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 3 tool call(s): yc-bench employee list, yc-bench task inspect --task-id 6a05634c-2107-441f-85c6-85887e879b71, yc-bench task inspect --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4",
      "commands_executed": [
        "yc-bench employee list -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"count\\\": 5,\\n  \\\"employees\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"name\\\": \\\"Emp_1\\\",\\n      \\\"salary_cents\\\": 1473454,\\n      \\\"work_hours_per_day\\\": 9.0,\\n      \\\"skills\\\": {\\n        \\\"backend\\\": 11.4384,\\n        \\\"data\\\": 5.835,\\n        \\\"frontend\\\": 7.5207,\\n        \\\"hardware\\\": 7.8396,\\n        \\\"research\\\": 5.5614,\\n        \\\"system\\\": 13.6174,\\n        \\\"training\\\": 7.885\\n      },\\n      \\\"a",
        "yc-bench task inspect --task-id 6a05634c-2107-441f-85c6-85887e879b71 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n  \\\"title\\\": \\\"Optimize LLM Inference Latency with TensorRT-LLM [HARDWARE-4]\\\",\\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\\\": \\\"planned\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 2387992,\\n  \\\"reward_prestige_delta\\\": 0.253,\\n  \\\"skill_boost_",
        "yc-bench task inspect --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"title\\\": \\\"Build Interactive LLM Playground with Streaming [FRONTEND-122]\\\",\\n  \\\"description\\\": \\\"Create a web app where users test multiple LLM providers side-by-side with streaming output, adjustable parameters, and conversation history persistence.\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4075061,\\n  \\\"reward_prestige_delta\\\": 0.036,\\n  \\\"skil"
      ]
    },
    {
      "turn": 99,
      "timestamp": "2026-02-26T18:42:37.472397+00:00",
      "user_input": "## Turn 99 \u2014 Simulation State\n- **Current time**: 2025-04-03T13:24:59.998073\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $557,965.64 (55796564 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~14.7 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 5 tool call(s): yc-bench task assign --task-id 6a05634c-2107-441f-85c6-85887e879b71 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 6a05634c-2107-441f-85c6-85887e879b71 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id 6a05634c-2107-441f-85c6-85887e879b71 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id 6a05634c-2107-441f-85c6-85887e879b71 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 6a05634c-2107-441f-85c6-85887e879b71 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23\"}",
        "yc-bench task assign --task-id 6a05634c-2107-441f-85c6-85887e879b71 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task assign --task-id 6a05634c-2107-441f-85c6-85887e879b71 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n    ",
        "yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d\"}",
        "yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --"
      ]
    },
    {
      "turn": 100,
      "timestamp": "2026-02-26T18:42:40.249085+00:00",
      "user_input": "## Turn 100 \u2014 Simulation State\n- **Current time**: 2025-04-03T13:24:59.998073\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $557,965.64 (55796564 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~14.7 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 2 tool call(s): yc-bench task dispatch --task-id 6a05634c-2107-441f-85c6-85887e879b71, yc-bench task dispatch --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4",
      "commands_executed": [
        "yc-bench task dispatch --task-id 6a05634c-2107-441f-85c6-85887e879b71 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 3\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 6a05634c-2107-441f-85c6-85887e879b71\"}",
        "yc-bench task dispatch --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 2\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4\"}"
      ]
    },
    {
      "turn": 101,
      "timestamp": "2026-02-26T18:42:42.471644+00:00",
      "user_input": "## Turn 101 \u2014 Simulation State\n- **Current time**: 2025-04-03T13:24:59.998073\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $557,965.64 (55796564 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~14.7 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\\\": \\\"2025-04-03T13:24:59.998073\\\",\\n  \\\"new_sim_time\\\": \\\"2025-04-08T10:07:09.264951\\\",\\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\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n      \\\"handled\\\": true\\n    }\\n  ],\\n  \\\"ok\\\": true,\\n  \\\"checkpoint_event_type\\\": \\\"task_h"
      ]
    },
    {
      "turn": 102,
      "timestamp": "2026-02-26T18:42:46.180899+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-03T13:24:59.998073\n- new_sim_time: 2025-04-08T10:07:09.264951\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': '6a05634c-2107-441f-85c6-85887e879b71', '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 6a05634c-2107-441f-85c6-85887e879b71, yc-bench task inspect --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4, yc-bench company status",
      "commands_executed": [
        "yc-bench task inspect --task-id 6a05634c-2107-441f-85c6-85887e879b71 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n  \\\"title\\\": \\\"Optimize LLM Inference Latency with TensorRT-LLM [HARDWARE-4]\\\",\\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\\\": 1,\\n  \\\"reward_funds_cents\\\": 2387992,\\n  \\\"reward_prestige_delta\\\": 0.253,\\n  \\\"skill_boost_p",
        "yc-bench task inspect --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"title\\\": \\\"Build Interactive LLM Playground with Streaming [FRONTEND-122]\\\",\\n  \\\"description\\\": \\\"Create a web app where users test multiple LLM providers side-by-side with streaming output, adjustable parameters, and conversation history persistence.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4075061,\\n  \\\"reward_prestige_delta\\\": 0.036,\\n  \\\"skill",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 55796564,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.0,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.474,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-04-08T10:07:09.264951\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 2,\\n    \\\"plann"
      ]
    },
    {
      "turn": 103,
      "timestamp": "2026-02-26T18:42:50.101735+00:00",
      "user_input": "## Turn 103 \u2014 Simulation State\n- **Current time**: 2025-04-08T10:07:09.264951\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $557,965.64 (55796564 cents)\n- **Monthly payroll**: $37,894.49\n- **Runway**: ~14.7 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 3 tool call(s): yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench sim resume",
      "commands_executed": [
        "yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n     ",
        "yc-bench task assign --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-08T10:07:09.264951\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-03T13:24:59.998073\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n     ",
        "yc-bench sim resume -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"old_sim_time\\\": \\\"2025-04-08T10:07:09.264951\\\",\\n  \\\"new_sim_time\\\": \\\"2025-04-14T10:08:37.837899\\\",\\n  \\\"events_processed\\\": 2,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 2387992,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"6a05634c-2107-441f-85c6-85887e879b71\\\",\\n      \\\"success\\\": true,\\n      \\\"funds_delta\\\": 2387992,\\n      \\\"bankrupt\\\": fa"
      ]
    },
    {
      "turn": 104,
      "timestamp": "2026-02-26T18:42:54.239878+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-08T10:07:09.264951\n- new_sim_time: 2025-04-14T10:08:37.837899\n- checkpoint_event_type: task_completed\n- events_processed: 2\n- payrolls_applied: 0\n- balance_delta: 2387992\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 2\n- wake_event: {'type': 'task_completed', 'task_id': '6a05634c-2107-441f-85c6-85887e879b71', 'success': True, 'funds_delta': 2387992, 'bankrupt': False}\n- wake_event: {'type': 'task_half', 'task_id': '17711f6b-8f2d-4e81-9bd1-859d8e885cf4', '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 inspect --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 2000000 --limit 20",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 58184556,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.0,\\n    \\\"hardware\\\": 1.253,\\n    \\\"research\\\": 1.0,\\n    \\\"system\\\": 1.727,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-04-14T10:08:37.837899\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 1,\\n    \\\"pla",
        "yc-bench task inspect --task-id 17711f6b-8f2d-4e81-9bd1-859d8e885cf4 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n  \\\"title\\\": \\\"Build Interactive LLM Playground with Streaming [FRONTEND-122]\\\",\\n  \\\"description\\\": \\\"Create a web app where users test multiple LLM providers side-by-side with streaming output, adjustable parameters, and conversation history persistence.\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"required_prestige\\\": 1,\\n  \\\"reward_funds_cents\\\": 4075061,\\n  \\\"reward_prestige_delta\\\": 0.036,\\n  \\\"skill",
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 2000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 0,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 2000000 --limit 20\"}"
      ]
    },
    {
      "turn": 105,
      "timestamp": "2026-02-26T18:42:56.439065+00:00",
      "user_input": "## Turn 105 \u2014 Simulation State\n- **Current time**: 2025-04-14T10:08:37.837899\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $581,845.56 (58184556 cents)\n- **Monthly payroll**: $38,206.48\n- **Runway**: ~15.2 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\\\": \\\"2025-04-14T10:08:37.837899\\\",\\n  \\\"new_sim_time\\\": \\\"2025-04-18T16:14:28.576702\\\",\\n  \\\"events_processed\\\": 1,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 4075061,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"17711f6b-8f2d-4e81-9bd1-859d8e885cf4\\\",\\n      \\\"success\\\": true,\\n      \\\"funds_delta\\\": 4075061,\\n      \\\"bankrupt\\\": fa"
      ]
    },
    {
      "turn": 106,
      "timestamp": "2026-02-26T18:43:00.797281+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-14T10:08:37.837899\n- new_sim_time: 2025-04-18T16:14:28.576702\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 4075061\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '17711f6b-8f2d-4e81-9bd1-859d8e885cf4', 'success': True, 'funds_delta': 4075061, '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 1000000 --limit 50, yc-bench market browse --required-prestige-lte 2 --reward-min-cents 1000000 --limit 20",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 62259617,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.036,\\n    \\\"hardware\\\": 1.253,\\n    \\\"research\\\": 1.036,\\n    \\\"system\\\": 1.727,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-04-18T16:14:28.576702\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 0,\\n    \\",
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1000000 --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 1000000 --limit 50\"}",
        "yc-bench market browse --required-prestige-lte 2 --reward-min-cents 1000000 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 43,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a9cb6371-272b-4dbd-bd7f-cac7d27202ec\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-37]\\\",\\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\\\": 2,\\n      \\\"rew"
      ]
    },
    {
      "turn": 107,
      "timestamp": "2026-02-26T18:43:03.886238+00:00",
      "user_input": "## Turn 107 \u2014 Simulation State\n- **Current time**: 2025-04-18T16:14:28.576702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $622,596.17 (62259617 cents)\n- **Monthly payroll**: $38,505.29\n- **Runway**: ~16.2 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 --reward-min-cents 6000000 --limit 10",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 2 --reward-min-cents 6000000 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 18,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 10,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a9cb6371-272b-4dbd-bd7f-cac7d27202ec\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-37]\\\",\\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\\\": 2,\\n      \\\"rew"
      ]
    },
    {
      "turn": 108,
      "timestamp": "2026-02-26T18:43:06.021797+00:00",
      "user_input": "## Turn 108 \u2014 Simulation State\n- **Current time**: 2025-04-18T16:14:28.576702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $622,596.17 (62259617 cents)\n- **Monthly payroll**: $38,505.29\n- **Runway**: ~16.2 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 6247ecaa-328f-4add-aafe-3fcfe2c0f55f",
      "commands_executed": [
        "yc-bench task accept --task-id 6247ecaa-328f-4add-aafe-3fcfe2c0f55f -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.727) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 6247ecaa-328f-4add-aafe-3fcfe2c0f55f\"}"
      ]
    },
    {
      "turn": 109,
      "timestamp": "2026-02-26T18:43:08.046890+00:00",
      "user_input": "## Turn 109 \u2014 Simulation State\n- **Current time**: 2025-04-18T16:14:28.576702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $622,596.17 (62259617 cents)\n- **Monthly payroll**: $38,505.29\n- **Runway**: ~16.2 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 1.8 --reward-min-cents 1000000 --limit 20",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 1.8 --reward-min-cents 1000000 --limit 20 -> {\"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": 110,
      "timestamp": "2026-02-26T18:43:09.984348+00:00",
      "user_input": "## Turn 110 \u2014 Simulation State\n- **Current time**: 2025-04-18T16:14:28.576702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $622,596.17 (62259617 cents)\n- **Monthly payroll**: $38,505.29\n- **Runway**: ~16.2 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 1 --limit 50",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 1,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 50,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\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"
      ]
    },
    {
      "turn": 111,
      "timestamp": "2026-02-26T18:43:11.905154+00:00",
      "user_input": "## Turn 111 \u2014 Simulation State\n- **Current time**: 2025-04-18T16:14:28.576702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $622,596.17 (62259617 cents)\n- **Monthly payroll**: $38,505.29\n- **Runway**: ~16.2 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 41630ab0-f3ac-43b3-833d-bbcedb1a2826",
      "commands_executed": [
        "yc-bench task accept --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"accepted_at\\\": \\\"2025-04-18T16:14:28.576702\\\",\\n  \\\"deadline\\\": \\\"2025-05-07T16:14:28.576702\\\",\\n  \\\"replacement_task_id\\\": \\\"1c37f3bb-0d98-4cb8-ac4f-55d2f1588955\\\"\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826\"}"
      ]
    },
    {
      "turn": 112,
      "timestamp": "2026-02-26T18:43:19.120323+00:00",
      "user_input": "## Turn 112 \u2014 Simulation State\n- **Current time**: 2025-04-18T16:14:28.576702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $622,596.17 (62259617 cents)\n- **Monthly payroll**: $38,505.29\n- **Runway**: ~16.2 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 5 tool call(s): yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90, yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23, yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703, yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d, yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95",
      "commands_executed": [
        "yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id 36fc6fd5-904b-43f5-9ea4-3624a2b47c90\"}",
        "yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id c716b6b4-eeeb-45a8-b7b1-128d077e0b23 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    }\\n  ]\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task assign --",
        "yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id adafcee2-0f70-4e2e-bdf2-977e6af52703 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"c716b6b4-eeeb-45a8-b7b1-128d077e0b23\\\",\\n    ",
        "yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id 571f86c6-c94a-4be6-a291-5ffb8cafaf8d -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"adafcee2-0f70-4e2e-bdf2-977e6af52703\\\",\\n    ",
        "yc-bench task assign --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 --employee-id 378b9f44-6708-4f62-a9b5-9b81e97c0c95 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\n  \\\"status\\\": \\\"planned\\\",\\n  \\\"assignments\\\": [\\n    {\\n      \\\"employee_id\\\": \\\"36fc6fd5-904b-43f5-9ea4-3624a2b47c90\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"378b9f44-6708-4f62-a9b5-9b81e97c0c95\\\",\\n      \\\"assigned_at\\\": \\\"2025-04-18T16:14:28.576702\\\"\\n    },\\n    {\\n      \\\"employee_id\\\": \\\"571f86c6-c94a-4be6-a291-5ffb8cafaf8d\\\",\\n    "
      ]
    },
    {
      "turn": 113,
      "timestamp": "2026-02-26T18:43:21.213951+00:00",
      "user_input": "## Turn 113 \u2014 Simulation State\n- **Current time**: 2025-04-18T16:14:28.576702\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $622,596.17 (62259617 cents)\n- **Monthly payroll**: $38,505.29\n- **Runway**: ~16.2 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 1 tool call(s): yc-bench task dispatch --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826",
      "commands_executed": [
        "yc-bench task dispatch --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\n  \\\"status\\\": \\\"active\\\",\\n  \\\"assignment_count\\\": 5\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task dispatch --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826\"}"
      ]
    },
    {
      "turn": 114,
      "timestamp": "2026-02-26T18:43:25.348444+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-18T16:14:28.576702\n- new_sim_time: 2025-04-23T14:51:02.943384\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': '41630ab0-f3ac-43b3-833d-bbcedb1a2826', '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 41630ab0-f3ac-43b3-833d-bbcedb1a2826, yc-bench company status, yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 10",
      "commands_executed": [
        "yc-bench task inspect --task-id 41630ab0-f3ac-43b3-833d-bbcedb1a2826 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\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\\\": 970183,\\n  \\\"reward_prestige_delta\\\": 0.142,\\n  \\\"s",
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 62259617,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.036,\\n    \\\"hardware\\\": 1.253,\\n    \\\"research\\\": 1.036,\\n    \\\"system\\\": 1.727,\\n    \\\"training\\\": 1.0\\n  },\\n  \\\"sim_time\\\": \\\"2025-04-23T14:51:02.943384\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 1,\\n    \\",
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 10 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 0,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 10,\\n  \\\"tasks\\\": []\\n}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 10\"}"
      ]
    },
    {
      "turn": 115,
      "timestamp": "2026-02-26T18:43:27.390670+00:00",
      "user_input": "## Turn 115 \u2014 Simulation State\n- **Current time**: 2025-04-23T14:51:02.943384\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $622,596.17 (62259617 cents)\n- **Monthly payroll**: $38,505.29\n- **Runway**: ~16.2 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\\\": \\\"2025-04-23T14:51:02.943384\\\",\\n  \\\"new_sim_time\\\": \\\"2025-04-29T12:08:20.254213\\\",\\n  \\\"events_processed\\\": 1,\\n  \\\"payrolls_applied\\\": 0,\\n  \\\"balance_delta\\\": 970183,\\n  \\\"bankrupt\\\": false,\\n  \\\"horizon_reached\\\": false,\\n  \\\"wake_events\\\": [\\n    {\\n      \\\"type\\\": \\\"task_completed\\\",\\n      \\\"task_id\\\": \\\"41630ab0-f3ac-43b3-833d-bbcedb1a2826\\\",\\n      \\\"success\\\": true,\\n      \\\"funds_delta\\\": 970183,\\n      \\\"bankrupt\\\": fals"
      ]
    },
    {
      "turn": 116,
      "timestamp": "2026-02-26T18:43:30.656260+00:00",
      "user_input": "Simulation advanced via `yc-bench sim resume`.\n- old_sim_time: 2025-04-23T14:51:02.943384\n- new_sim_time: 2025-04-29T12:08:20.254213\n- checkpoint_event_type: task_completed\n- events_processed: 1\n- payrolls_applied: 0\n- balance_delta: 970183\n- bankrupt: False\n- horizon_reached: False\n- terminal_reason: None\n- wake_events_count: 1\n- wake_event: {'type': 'task_completed', 'task_id': '41630ab0-f3ac-43b3-833d-bbcedb1a2826', 'success': True, 'funds_delta': 970183, '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 1 --limit 50, yc-bench market browse --required-prestige-lte 2 --reward-min-cents 1 --limit 20",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 63229800,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.036,\\n    \\\"hardware\\\": 1.253,\\n    \\\"research\\\": 1.178,\\n    \\\"system\\\": 1.727,\\n    \\\"training\\\": 1.142\\n  },\\n  \\\"sim_time\\\": \\\"2025-04-29T12:08:20.254213\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 0,\\n   ",
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 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 --reward-min-cents 1 --limit 50\"}",
        "yc-bench market browse --required-prestige-lte 2 --reward-min-cents 1 --limit 20 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 43,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 20,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a9cb6371-272b-4dbd-bd7f-cac7d27202ec\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-37]\\\",\\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\\\": 2,\\n      \\\"rew"
      ]
    },
    {
      "turn": 117,
      "timestamp": "2026-02-26T18:43:32.594287+00:00",
      "user_input": "## Turn 117 \u2014 Simulation State\n- **Current time**: 2025-04-29T12:08:20.254213\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $632,298.00 (63229800 cents)\n- **Monthly payroll**: $38,890.31\n- **Runway**: ~16.3 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 market browse --required-prestige-lte 2 --limit 1",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 2 --limit 1 -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"total\\\": 43,\\n  \\\"offset\\\": 0,\\n  \\\"limit\\\": 1,\\n  \\\"tasks\\\": [\\n    {\\n      \\\"task_id\\\": \\\"a9cb6371-272b-4dbd-bd7f-cac7d27202ec\\\",\\n      \\\"title\\\": \\\"Build Ablation Study Framework for Prompt Engineering [RESEARCH-37]\\\",\\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\\\": 2,\\n      \\\"rewa"
      ]
    },
    {
      "turn": 118,
      "timestamp": "2026-02-26T18:43:34.886587+00:00",
      "user_input": "## Turn 118 \u2014 Simulation State\n- **Current time**: 2025-04-29T12:08:20.254213\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $632,298.00 (63229800 cents)\n- **Monthly payroll**: $38,890.31\n- **Runway**: ~16.3 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 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": 119,
      "timestamp": "2026-02-26T18:43:36.568630+00:00",
      "user_input": "## Turn 119 \u2014 Simulation State\n- **Current time**: 2025-04-29T12:08:20.254213\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $632,298.00 (63229800 cents)\n- **Monthly payroll**: $38,890.31\n- **Runway**: ~16.3 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 company status",
      "commands_executed": [
        "yc-bench company status -> {\"ok\": true, \"exit_code\": 0, \"stdout\": \"{\\n  \\\"company_id\\\": \\\"4d88e9b3-ce16-4393-bd24-f674c3c66a3b\\\",\\n  \\\"company_name\\\": \\\"BenchCo\\\",\\n  \\\"funds_cents\\\": 63229800,\\n  \\\"prestige\\\": {\\n    \\\"backend\\\": 1.486,\\n    \\\"data\\\": 1.413,\\n    \\\"frontend\\\": 1.036,\\n    \\\"hardware\\\": 1.253,\\n    \\\"research\\\": 1.178,\\n    \\\"system\\\": 1.727,\\n    \\\"training\\\": 1.142\\n  },\\n  \\\"sim_time\\\": \\\"2025-04-29T12:08:20.254213\\\",\\n  \\\"horizon_end\\\": \\\"2026-01-01T09:00:00\\\",\\n  \\\"tasks\\\": {\\n    \\\"active\\\": 0,\\n   "
      ]
    },
    {
      "turn": 120,
      "timestamp": "2026-02-26T18:43:38.657130+00:00",
      "user_input": "## Turn 120 \u2014 Simulation State\n- **Current time**: 2025-04-29T12:08:20.254213\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $632,298.00 (63229800 cents)\n- **Monthly payroll**: $38,890.31\n- **Runway**: ~16.3 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 f0300907-5cb8-4e93-a8ab-e4db50617bc9",
      "commands_executed": [
        "yc-bench task accept --task-id f0300907-5cb8-4e93-a8ab-e4db50617bc9 -> {\"ok\": false, \"exit_code\": 1, \"stdout\": \"{\\\"error\\\": \\\"Company max prestige (1.727) does not meet task requirement (2).\\\"}\\n\", \"stderr\": \"\", \"sim_time\": null, \"command\": \"yc-bench task accept --task-id f0300907-5cb8-4e93-a8ab-e4db50617bc9\"}"
      ]
    },
    {
      "turn": 121,
      "timestamp": "2026-02-26T18:43:40.891677+00:00",
      "user_input": "## Turn 121 \u2014 Simulation State\n- **Current time**: 2025-04-29T12:08:20.254213\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $632,298.00 (63229800 cents)\n- **Monthly payroll**: $38,890.31\n- **Runway**: ~16.3 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 market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --domain system",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --domain system -> {\"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 --domain system\"}"
      ]
    },
    {
      "turn": 122,
      "timestamp": "2026-02-26T18:43:42.985002+00:00",
      "user_input": "## Turn 122 \u2014 Simulation State\n- **Current time**: 2025-04-29T12:08:20.254213\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $632,298.00 (63229800 cents)\n- **Monthly payroll**: $38,890.31\n- **Runway**: ~16.3 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 market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --domain backend",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --domain backend -> {\"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 --domain backend\"}"
      ]
    },
    {
      "turn": 123,
      "timestamp": "2026-02-26T18:43:45.217397+00:00",
      "user_input": "## Turn 123 \u2014 Simulation State\n- **Current time**: 2025-04-29T12:08:20.254213\n- **Horizon end**: 2026-01-01T09:00:00\n- **Funds**: $632,298.00 (63229800 cents)\n- **Monthly payroll**: $38,890.31\n- **Runway**: ~16.3 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 market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --domain data",
      "commands_executed": [
        "yc-bench market browse --required-prestige-lte 1 --reward-min-cents 1 --limit 50 --domain data -> {\"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 --domain data\"}"
      ]
    }
  ]
}