# sential

- **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:** [Claudia Farkas](https://cerebralvalley.ai/u/claudiafarkas)
- **GitHub:** https://github.com/itsnoor24/mongodb-hackathon
- **Demo video:** https://youtu.be/sNFX_JdWhyU?si=RYbnisGV_r6gNtNc
- **Gallery:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/90

AI agents are powerful, they're writing code, calling tools, and executing multi-step workflows.

But one thing is difficult: actually understanding what an agent is doing throughout that process.

So we built **Sentinel**, an observability and auditability tool for AI agents.

it takes everything an agent outputs and turn it into something you can actually explore, understand and monitor.

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

- [Dxp](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/87)
- [LA Hacks](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/88)
- [TestEcho](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/89)
- [Gomon](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/91)
- [Team AI](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/92)
- [GadgetForge](https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/93)

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Markdown version of https://cerebralvalley.ai/e/mongodb-toronto-hackathon/hackathon/gallery/90. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt