# Agrisense

- **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:** [Tracy Musongole](https://cerebralvalley.ai/u/chudo99)
- **GitHub:** https://github.com/noro-sama/agrisense
- **Demo video:** https://youtu.be/SL032T-2tvo
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1625

Word-of-mouth isn't an early-warning system. For Zambian smallholders—who produce 80% of the nation’s food—planting on rumor meant catastrophe during the 2023–24 El Niño. Agrisense turns verified data into a decision you can act on — straight through Telegram. We pipe live weather and soil signals from AgriRigo (ZamStats + World Bank) into Meta's Muse Spark models, then apply strict agronomic guardrails to output a single grounded verdict: Plant, Wait, or Harvest — plus drought playbook tips. Hallucination-proof by design, fluent in Bemba, Nyanja, Tonga, and English. Agrisense keeps the farmer in charge and puts the truth in their pocket.

## More from Meta Global AI Developer Hackathon

- [PebsTeam](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1622)
- [Night Sky Finder](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1623)
- [seamproof](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1624)
- [dispatchly](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1626)
- [Nodesnappers](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1627)
- [Proxyhubb](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1628)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1625. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt