# Nidus

- **Event:** [The Persistent Context Sprint Hackathon | Live at MongoDB .Local Build Fest](https://cerebralvalley.ai/e/persistent-context-sprint-hackathon)
- **When:** Thu, Aug 13 at 12:30 – 8:00 PM (PDT)
- **Where:** Pier 48, San Francisco, CA
- **Team:** [Sathvik Vempati](https://cerebralvalley.ai/u/Honec), [Abhinav Tammana](https://cerebralvalley.ai/u/AktGoblin), [Yuvraj Johal](https://cerebralvalley.ai/u/Yuvraj283627)
- **GitHub:** https://github.com/SVstudent/Nidus
- **Demo video:** https://youtu.be/01PK-z5pSsQ
- **Gallery:** https://cerebralvalley.ai/e/persistent-context-sprint-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/persistent-context-sprint-hackathon/hackathon/gallery/5

Nidus is an outbreak-intelligence agent that learns daily instead of starting from zero. It pulls real-time disease reports from institutions like WHO and CDC, but its real edge is memory that lives in MongoDB Atlas — tracking which retrieval strategies work, which sources are reliable, and how its own forecasts have been biased, then using that to make sharper decisions each time it's used. Licensed as a terminal for governments, biotech, and corporate risk teams, Nidus turns raw outbreak data into judgment that gets faster and more accurate the longer it runs.

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Markdown version of https://cerebralvalley.ai/e/persistent-context-sprint-hackathon/hackathon/gallery/5. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt