# Dxp

- **Event:** [Agents in Context Toronto: a MongoDB Hackathon](https://cerebralvalley.ai/e/mongodb-toronto-hackathon)
- **When:** Sat, Nov 14 at 9:00 AM – 9:00 PM (EST)
- **Where:** Toronto, Canada
- **Team:** [Gregorio Muraca](https://cerebralvalley.ai/u/Grrmrc), [Luis Ticas](https://cerebralvalley.ai/u/Luisticas), [Vlad K](https://cerebralvalley.ai/u/Vladys)
- **GitHub:** https://github.com/lutic1/agents-in-context-toronto
- **Demo video:** https://youtu.be/TzthuwrFY9E
- **Gallery:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/87

Diagnostics teams track public clinical-trial evidence by hand: when a trial updates, someone has to notice it, connect it to what the team already knows, and decide what to do — work an AI agent could do only if the team can still answer who acted, under what authority, and why. DxP is a proactive research agent for one scoped domain (plasma ctDNA genotyping in NSCLC): it discovers newly updated trials, relates them to existing evidence, applies reviewer memory, checks every claim and action against policies in MongoDB Atlas, and files one pending report that stays out of accepted knowledge until a human approves — so the team gets speed without losing an auditable chain of trust.

## More from Agents in Context Toronto: a MongoDB Hackathon

- [AUDITFLOW AI — Policy-Governed Banking Payment Exception Agent](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/84)
- [Lyfe Events](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/85)
- [Miro](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/86)
- [LA Hacks](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/88)
- [TestEcho](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/89)
- [sential](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/90)

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Markdown version of https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/87. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt