# Cross-day lesson — Riverline Logistics — Nashville Downtown Build-Out, 2026-04-28

_Generated by `gpt-oss:120b` in 5.8s. Based on 5 events + 2 mid-day checkpoints._

Before confirming any fill, cross‑check the schedule for each role and flag workers already booked for another shift; pull replacements from the nearest qualified city within the 75‑mi radius (e.g., Murfreesboro for Shipping Clerks and Packaging Operators) before finalizing the assignment. Maintain a live list of unassigned workers per role in adjacent cities and prioritize those when a double‑booking risk appears. If a worker is flagged as double‑booked (e.g., Jamal Ruiz), immediately replace them with a local alternate rather than reassigning the same individual. Finally, refresh the system’s “available pool” cache after each fill to keep turn counts accurate and eliminate gaps.