# Watson

- **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:** [Loic PHILIPPE](https://cerebralvalley.ai/u/loic-ally)
- **GitHub:** https://github.com/Loic-ally/Watson
- **Demo video:** https://www.youtube.com/watch?v=7GZySm8VINs
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/754

AI has made shipping a web app a weekend project. The security didn’t come for free. Vibe-coded apps go live fast, with injectable endpoints, broken auth, and known-vulnerable dependencies nobody audited. The people shipping them can’t read a CVE feed or hand-probe their own stack, and a real pentest costs more than the app did.
Watson is an autonomous AI penetration tester for web apps you own. It runs the loop a human expert would: it fingerprints the target (7.6k signatures, plus vision-based recon in a real browser), correlates every detected technology and version against a live knowledge base : CISA KEV, NVD, EPSS, ExploitDB, MITRE ATT&CK, and, only when authorized, fires the exact probe that confirms or refutes each hypothesis. It records a finding only when a concrete observation backs it, with where it is, how to fix it, and the request to re-prove it.
Meta models run the whole system: Muse Spark drives the reasoning-and-vision investigation loop, SAM 3.1 segments the UI for vision-guided interaction, and Muse Voice powers the console’s voice input.
Every run is scope-gated, secret-redacted, and fully audited,  ending in a ranked report with a CVSS score and a written attack narrative.

## More from Meta Global AI Developer Hackathon

- [binaryEXE](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/751)
- [Neuraforage](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/752)
- [AIBOSSPRO](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/753)
- [StarVijay](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/755)
- [LUMEN](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/756)
- [Witnessed](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/757)

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