| ---
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| title: OpenOps Incident Commander
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| emoji: 🚨
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| colorFrom: blue
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| colorTo: purple
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| sdk: docker
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| pinned: false
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| ---
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| # OpenOps: AI Incident Commander Environment
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|
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| Production incident management environment where AI agents learn to handle real-world outages.
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|
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| ## Overview
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| OpenOps simulates production incidents requiring an AI Incident Commander to:
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| - Investigate alerts and logs
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| - Identify root causes
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| - Execute mitigation actions (restart/rollback/scale)
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| - Communicate with teams and users
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| - Resolve incidents quickly to minimize revenue loss
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|
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| ## Environment Specification
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|
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| ### Observation Space
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| ```python
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| {
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| "active_alerts": List[str],
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| "service_status": Dict[str, str],
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| "recent_logs": Dict[str, List[str]],
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| "metrics_summary": Dict[str, float],
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| "customer_complaints": int,
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| "time_elapsed": int,
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| "revenue_loss": float,
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| "teams_notified": bool,
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| "status_page_updated": bool,
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| "user_communication_sent": bool
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| }
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| ```
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|
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| ### Action Space (21 actions)
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| - 0: read_alerts
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| - 1-4: inspect_logs_{service}
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| - 5-8: check_metrics_{service}
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| - 9-12: restart_{service}
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| - 13-14: rollback_{service}
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| - 15-16: scale_{service}
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| - 17-19: Communication actions
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| - 20: resolve_incident
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|
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| ### Three Tasks
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| **Task 1 (Easy): Simple API Crash**
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| - API service down due to OOM
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| - Solution: Inspect logs → Restart API
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|
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| **Task 2 (Medium): Bad Deployment**
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| - Database deployment broke queries
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| - Solution: Inspect logs → Rollback deployment → Notify team
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|
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| **Task 3 (Hard): Cascading Failure**
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| - Database overload → API timeouts → Customer impact
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| - Solution: Inspect both services → Scale database → Restart API → Communicate
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|
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| ## Installation
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| ```bash
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| pip install -r server/requirements.txt
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| ```
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|
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| ## Usage
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| ### Run Locally
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| ```bash
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| cd server
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| uvicorn app:app --reload
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| ```
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|
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| ### Run Inference
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| ```bash
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| export OPENAI_API_KEY="your-key"
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| python inference.py
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| ```
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|
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| ## Grading
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| Each task scored 0.0-1.0 based on:
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| - Investigation quality
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| - Correct mitigation actions
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| - Communication
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| - Successful resolution
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|
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| ## Deployment
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| Deploy to HuggingFace Spaces:
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| ```bash
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| openenv push
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| ```
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|
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| ## 📊 Sample Output
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| 
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| |
