# ProbeLayer

- **Event:** [Google I/O Hackathon](https://cerebralvalley.ai/e/google-io-hackathon)
- **When:** Sat, May 23 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Rik Ros](https://cerebralvalley.ai/u/rik102)
- **GitHub:** https://github.com/rik102/ProbeLayer
- **Demo video:** https://youtu.be/iwCpqucOxLA
- **Gallery:** https://cerebralvalley.ai/e/google-io-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/google-io-hackathon/hackathon/gallery/107

ProbeLayer finds where real users get stuck and where bad actors get through before launch. It tests live web flows with distinct personas, captures screenshots / DOM signals, and returns clear UX, accessibility, and abuse findings with fixes. It's a synthetic user testing platform, that splits into 2 multi-agent teams: UX and Security/Vulnerability problems, with clear fixes.

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Markdown version of https://cerebralvalley.ai/e/google-io-hackathon/hackathon/gallery/107. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt