# Kiro

- **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:** [Adham Mohamed](https://cerebralvalley.ai/u/Kiro-404)
- **GitHub:** https://github.com/Kiro-404/Mada-Fixer
- **Demo video:** https://youtu.be/ZQWPWwpszCY
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2287

Mada Fixer (مدى) is an agent that makes Arabic websites usable with a screen reader. Arabic sites are full of icon-only buttons, emoji links, missing alt text and low-contrast Arabic type, so a screen reader announces "image, image, button, button".
The agent sees the page with Playwright, real click listeners and Meta's SAM 3.1 vision model; understands it with Muse Spark, which proposes Arabic labels plus a critic pass that re-checks each label against the pixels; fixes the live DOM and, with --repo, patches the source and produces a unified diff; and verifies the patched page with axe-core, a screen-reader transcript and a layout-shift check. Anything unsafe or low-confidence goes to a human review queue instead of being silently changed.
In the recorded demo run, targeted WCAG issues went from 24 to 0, unnamed elements from 8 to 0, with 36 fixes applied. Open source (MIT) at github.com/Kiro-404/Mada-Fixer.

## More from Meta Global AI Developer Hackathon

- [CacheLens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2284)
- [Haul Desk](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2285)
- [PruvChat](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2286)
- [Aurahub](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2288)
- [ManuelPH](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2289)
- [SproutComm](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2290)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2287. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt