[
  {
    "date": "2026-05-05",
    "client": "Riverline Logistics — Nashville Downtown Build-Out",
    "cities": "Nashville",
    "states": "TN",
    "events_total": 5,
    "events_ok": 5,
    "checkpoint_count": 2,
    "model": "gpt-oss:120b",
    "cloud": true,
    "lesson": "When multiple fills are requested for the same city, lock each worker to a single shift in a temporary assignment map before processing the next request. Pre‑select a backup pool from the nearest alternate city (e.g., Murfreesboro, TN) that stays within the 75‑mi bonus radius and reserve those candidates for emergency or misplacement fills. Before confirming any fill, run a quick cross‑check against the map to catch potential double‑bookings, especially for workers who appear in consecutive requests. If a double‑booking is detected, substitute the reserved Murfreesboro candidate to preserve the schedule and bonus eligibility.",
    "checkpoints": [
      {
        "after": "09:00",
        "risk": "double‑booked staff",
        "hint": "Check worker assignments to avoid double‑booking; if additional Shipping Clerks needed, pivot to Murfreesboro, TN (≈35 mi) – still within bonus radius."
      },
      {
        "after": "15:30",
        "risk": "Potential double‑booking conflict for Jamal Ruiz",
        "hint": "If the next shift is Packaging Operator in Nashville, assign a different local candidate—e.g., pull from Murfreesboro (45 mi) to stay within the bonus radius."
      }
    ],
    "created_at": "2026-04-21T03:12:02.023Z",
    "file": "2026-05-05_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776741122023.json"
  },
  {
    "date": "2026-04-22",
    "client": "Riverline Logistics — Nashville Downtown Build-Out",
    "cities": "Nashville",
    "states": "TN",
    "events_total": 5,
    "events_ok": 4,
    "checkpoint_count": 2,
    "model": "gpt-oss:120b",
    "cloud": true,
    "lesson": "Before assigning any worker, cross‑check the current schedule for that individual to prevent double‑booking; for Riverline Logistics, pull Shipping Clerk candidates from Murfreesboro (≈45 mi) first, since the local bonus applies and it avoids overlapping Brenda Hernandez and Rachel Gonzalez. After each fill, run a lightweight JSON schema validator on the executor’s response to catch missing braces or unquoted strings before the system records the placement. If validation fails, abort the fill, log the error, and retry with a corrected payload rather than proceeding to the next event. This two‑step pre‑check eliminates both the double‑booking risk and the recurring JSON‑format error.",
    "checkpoints": [
      {
        "after": "09:00",
        "risk": "Double-booking risk for assigned workers",
        "hint": "Pivot to Shipping Clerk candidates from Murfreesboro, TN (≈45 mi) to stay within bonus radius and avoid double‑booking Brenda Hernandez and Rachel Gonzalez."
      },
      {
        "after": "15:30",
        "risk": "JSON formatting error in executor response",
        "hint": "Validate executor output before sending: ensure JSON object ends with a closing brace and all strings are quoted correctly for Packaging Operator in Nashville, TN."
      }
    ],
    "created_at": "2026-04-21T03:17:58.449Z",
    "file": "2026-04-22_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776741478449.json"
  }
]