# A11yForge

- **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:** [Amirtheshwaran Navaneethakrishnan](https://cerebralvalley.ai/u/Rentaku)
- **GitHub:** https://github.com/Amirtheshwaran/a11yforge
- **Demo video:** https://cdn.jsdelivr.net/gh/Amirtheshwaran/a11yforge@0b3fc25a0f02d2c4b63cff94f7ffef5f43d29224/submission-assets/video/a11yforge-demo.mp4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2339

A website can look fine while keyboard and screen-reader users hit barriers, and an AI patch that looks right can still break the build. A11yForge connects the failure to evidence, implementation, attempted repair and proof. A real browser scans public websites with no model involved, and findings appear in a 3D tour of the real page. Meta models then supply bounded reasoning inside a limit of four calls: diagnosis, exact edit, one revision and critic review. The compiler, build, replay and regression gates decide, and no model can overrule them. In a recorded real run on a controlled target, the first Meta repair improved keyboard behavior but failed strict TypeScript. A11yForge rejected it, used the compiler output for one revision, replayed the original failure, and only then accepted it. Live demo: https://unelected-unearned-average.ngrok-free.dev/

## More from Meta Global AI Developer Hackathon

- [Rental Pilot](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2336)
- [Make your own Exam](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2337)
- [Kinwatch](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2338)
- [Team Surya](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2340)
- [TrueTick](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2341)
- [Kirkeelee](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2342)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2339. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt