[
  {
    "date": "2026-04-22",
    "client": "Parallel Machining",
    "cities": "Joliet",
    "states": "IL",
    "events_total": 2,
    "events_ok": 1,
    "checkpoint_count": 1,
    "model": "gpt-oss:20b",
    "cloud": false,
    "lesson": "**  \nBefore any recurring Packer run in Joliet, verify tool calibration and review recent drift logs; if drift risk is detected, postpone the run until recalibration and refresher training are completed. Pre‑fetch updated pool data to avoid missing values that could cause failures. Log the calibration status and training completion in the system to trigger automatic risk alerts. If a run fails, immediately flag the drift risk and schedule corrective action before the next cycle.",
    "checkpoints": [
      {
        "after": "09:30",
        "risk": "Joliet Packer drift risk",
        "hint": "Recalibrate tools, review drift logs, and schedule refresher training for Packer in Joliet."
      }
    ],
    "created_at": "2026-04-21T01:43:31.053Z",
    "file": "2026-04-22_Parallel_Machining_1776735811053.json"
  }
]