# Team A.R.G.U.S

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Toluwanimi Leigh](https://cerebralvalley.ai/u/Techa)
- **GitHub:** https://github.com/techafreshh/argus
- **Demo video:** https://youtu.be/VfYJXpgPyMA
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1296

ARGUS — Ask the Earth anything. An autonomous analyst that watches the planet from orbit.

Today, understanding a remote region means babysitting fifty data portals or trusting headlines that distort geophysical reality. Ground-truthing is expensive, alerts are noisy, and most "AI + satellite" demos are static dashboards.

ARGUS replaces dashboard-watching with an agent you trust. You define a watchlist—regions plus plain-English questions like "Is vegetation declining abnormally?"—and ARGUS runs unprompted on a schedule it manages: plan → acquire → analyze → verify → alert.

It plans its own satellite acquisitions, pulls climate feeds, detects change, cross-checks independent sources, and files graded one-page briefs with hectares, counts, confidence %, before/after maps, and full receipts. Every tool call is logged with source URL, parameters, data hash, and rendered evidence. Ambiguity surfaces as an ambiguity card, never a hedged alert. Nothing leaves without human approval. Questions outside its capability get an honest missing-data statement—never fabricated.

Two eyes prove the spine generalizes: El Vigía, an ENSO watchman that computes its own Niño3.4 index from NOAA OISST and validates against official records, and Fireline, which watches African fire regimes against 20-year MODIS baselines.

## More from Meta Global AI Developer Hackathon

- [AutoSolar Researcher](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1293)
- [Pocket Lab](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1294)
- [Dominik Szopa](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1295)
- [sakanfar](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1297)
- [AutoLab](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1298)
- [Team Bliss](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1299)

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