US Live Layoff Monitoring Dashboard
National WARN layoff intelligence, unified from every state agency
A national WARN layoff dataset unifying notices from 46 states and DC into one searchable feed with a free JSON API and per-state email alerts — refreshed twice daily by a GitHub Actions pipeline with ETag caching and MD5 verification, zero human intervention.
AI Build Breakdown
- Tokens
- 278.3M
- Commits
- 442
- LOC
- 43,890
- Cycle
- 31d
- Days saved
- 62d
- Tests
- 968 · 57 suites
Manual Excel download, no monitoring
Fully automated pipeline, runs twice daily
- AntigravityApr 2026
Google DeepMind
Gemini 2.5 FlashGemini 2.5 Pro100k tokensFoundation & pipeline architecture - CursorApr 2026 – Present
Anthropic
Claude Sonnet 4100k tokensDashboard revamp, charts & code review - Claude CodeJul 2026
Anthropic
Claude Fable 5Claude Opus 4.8Claude Opus 5278.1M tokens50-state expansion, national dataset & US dashboard
US Live Layoff Monitoring Dashboard metrics from ai-metrics.jsonUpdated 2026-08-30