# Cross-day lesson — Riverfront Steel, 2026-04-21

_Generated by `gpt-oss:120b` in 7.7s. Based on 5 events + 2 mid-day checkpoints._

Before each batch, generate the JSON payload for every role‑city‑state request, run it through a JSON linter, and verify that all brackets are closed and the role, city, and state values are properly quoted. Keep a pre‑cached list of at least one qualified candidate for each common position (Warehouse Associate, Machine Operator, Forklift Operator, Loader) in Toledo, OH, and insert that candidate into the payload before calling the tool. After building the plan, re‑validate the entire JSON schema; if any formatting error is detected, correct it immediately rather than proceeding to the next event. This ensures the pool isn’t empty and prevents JSON‑format failures that halt the workflow.