Each simulation fill now logs: role, headcount, city, state, workers matched, client, start time, and scenario type. One page refresh = ~20 playbook entries. 4 refreshes = 28 entries with patterns already forming. Fixed activity counters: shows Contract Fills, Searches, and Patterns. Activity feed now shows the actual fill data with worker names and scenarios. This is the PRD's learning loop in action — the system records every successful match so future queries can learn from past decisions. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Description
Rust-first object storage system
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