# Incident Report: LIFE-INC-0001 ## Summary | Field | Value | |-------|-------| | **Incident ID** | LIFE-INC-0001 | | **Title** | Scheduler terminated after first execution | | **Severity** | High | | **Status** | Resolved | | **Detected** | 2026-07-05 02:49 UTC — Burn-in monitoring | | **Resolved** | 2026-07-05 02:50 UTC | ## Impact - **Reality Latency:** Increased from target (<60 min) to 661 minutes (~11 hours) - **Data Freshness:** Stale — no new observations created - **Coverage:** 181 roads affected - **User Impact:** None (system not yet customer-facing) ## Root Cause The scheduler executed one iteration of the weather pipeline and then exited. The original implementation lacked a persistent execution loop. It performed a single run and terminated successfully, giving the appearance of correct behavior during manual testing. **Code defect:** ```python # BEFORE (defective) if __name__ == "__main__": run_weather_job() # Runs once, then exits ``` ## Corrective Action Implemented persistent execution loop with exception handling: ```python # AFTER (corrected) if __name__ == "__main__": run_weather_job() # Run immediately while True: time.sleep(3600) # Wait 1 hour try: run_weather_job() except Exception as e: logger.error(f"Scheduler error: {e}") time.sleep(300) # Retry after 5 minutes ``` ## Preventive Actions 1. **Golden Dataset updated** — Added Runtime Longevity Test 2. **Burn-in requirements updated** — Continuous execution verification required 3. **Monitoring enhanced** — Alert if no observations created within 2 hours ## Lessons Learned > "A system is not production-ready because it runs once. It is production-ready because it continues to run correctly over time." - Manual testing of a single execution is insufficient for scheduled jobs - Burn-in periods must verify sustained operation, not just correctness - Monitoring must detect absence of expected activity, not just errors ## Verification - [x] Scheduler restarted with corrected code - [x] New observations created within 1 minute - [x] Reality Latency restored to <1 minute - [x] Burn-in clock reset to require 72 hours of continuous operation --- *This incident is part of the LIFE Runtime operational knowledge base.*