Autonomous agent
Collects, updates, and improves the knowledge base on its own
Last cycle
2h ago
took 41.2s
Cycles completed
21
Signals collected
271
all time
Changes detected
2
profile + metric updates
Scan
Sweeps Google News and Hacker News for every tracked company — no API keys required.
Deduplicate & store
New signals are deduped against knowledge/signals/*.md and appended as markdown.
Synthesize
With ANTHROPIC_API_KEY set, Claude reads the new signals and updates company profiles: momentum, recent moves, notes.
Track history
Every observed change lands in knowledge/history/ — the git-diffable changelog of the market.
Keep it running in the background
npm run agent:watchRuns a cycle every 60 minutes (configurable via AGENT_INTERVAL_MINUTES). Single cycle: npm run agent.
2026-07-08T05:38:56.556Z — cycle complete — 18 companies scanned, 0 new signals, 0 new papers, 0 changes, 41.2s, mode=full
2026-07-08T05:35:11.084Z — cycle complete — 18 companies scanned, 0 new signals, 0 new papers, 0 changes, 43.4s, mode=full
2026-07-08T04:57:03.513Z — cycle complete — 18 companies scanned, 0 new signals, 0 new papers, 0 changes, 50.5s, mode=full
2026-07-08T04:55:05.196Z — cycle complete — 18 companies scanned, 19 new signals, 18 new papers, 2 changes, 101.4s, mode=full
2026-07-06T04:32:35.476Z — cycle complete — 18 companies scanned, 3 new signals, 0 new papers, 0 changes, 62.2s, mode=full
2026-07-05T16:06:49.567Z — cycle complete — 18 companies scanned, 1 new signals, 0 new papers, 0 changes, 45.7s, mode=collect-only
2026-07-05T16:03:32.586Z — cycle complete — 18 companies scanned, 0 new signals, 0 new papers, 0 changes, 50.1s, mode=collect-only
2026-07-05T16:01:26.275Z — cycle complete — 18 companies scanned, 0 new signals, 0 new papers, 0 changes, 51.1s, mode=collect-only
2026-07-05T15:59:41.250Z — cycle complete — 18 companies scanned, 2 new signals, 0 new papers, 0 changes, 29.5s, mode=collect-only
2026-07-05T15:56:51.695Z — cycle complete — 18 companies scanned, 6 new signals, 0 new papers, 0 changes, 42.6s, mode=collect-only
2026-07-05T15:22:44.412Z — cycle complete — 18 companies scanned, 8 new signals, 0 new papers, 0 changes, 30.3s, mode=collect-only
2026-07-05T15:05:14.928Z — cycle complete — 18 companies scanned, 6 new signals, 0 new papers, 0 changes, 50.4s, mode=collect-only
2026-07-05T14:34:11.244Z — cycle complete — 17 companies scanned, 8 new signals, 39 new papers, 0 changes, 37.9s, mode=collect-only
2026-07-05T14:32:55.919Z — cycle complete — 17 companies scanned, 27 new signals, 8 new papers, 0 changes, 44.0s, mode=collect-only
2026-07-05T14:00:16.872Z — watchlist: added Profile Test Co (quick mode, 0 initial signals)
2026-07-05T13:59:52.424Z — cycle complete — 17 companies scanned, 5 new signals, 0 changes, 4.6s, mode=collect-only
2026-07-05T12:12:24.382Z — watchlist: failed to add Eleos Health — 401 {"type":"error","error":{"type":"authentication_error","message":"invalid x-api-key"},"request_id":"req_011CcitYrgdkd8Jghdx8GcQj"}
2026-07-05T12:11:20.364Z — watchlist: added Slingshot AI (quick mode, 2 initial signals)
2026-07-05T12:06:05.820Z — cycle complete — 17 companies scanned, 0 new signals, 0 changes, 3.7s, mode=collect-only
2026-07-05T11:58:05.440Z — cycle complete — 17 companies scanned, 6 new signals, 0 changes, 2.9s, mode=collect-only
2026-07-05T11:42:20.592Z — cycle complete — 16 companies scanned, 3 new signals, 0 changes, 2.3s, mode=collect-only
2026-07-05T09:27:41.792Z — cycle complete — 16 companies scanned, 1 new signals, 0 changes, 2.4s, mode=collect-only
2026-07-05T08:55:08.499Z — cycle complete — 16 companies scanned, 0 new signals, 0 changes, 1.4s, mode=collect-only
2026-07-05T08:54:46.344Z — cycle complete — 16 companies scanned, 176 new signals, 0 changes, 2.2s, mode=collect-only