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Kiro

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Kiro — Demo video

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.

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