{"after_event":"12:15","event_kind":"expansion","ok":true,"model":"gpt-oss:20b","duration_secs":14.937,"risk":"Duplicate worker assignments risk","hint":"Avoid double booking: use different forklift operators for Toledo shift."}
{"after_event":"15:45","event_kind":"misplacement","ok":true,"model":"gpt-oss:20b","duration_secs":14.54,"risk":"Double-book Ryan Hughes","hint":"Verify Ryan Hughes' schedule before assigning any new shift to avoid overlapping bookings."}