# Nur : ReproCam

- **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:** [Nur Alam](https://cerebralvalley.ai/u/Nur)
- **GitHub:** https://github.com/nurnquant/reprocam
- **Demo video:** https://drive.google.com/file/d/1vc8wtKUZnP-6rrpFb86x0rzlUxUbMp9F/view?usp=drive_link
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4275

ReproCam turns a narrated bug recording into a failing Playwright test, and proves it before filing. It transcribes the narration (Muse Voice Transcribe), reads the video (Muse Spark), writes the test (Muse Spark Open, open weights, on Baseten), and runs it in a sandbox. It reports a bug as reproduced only when the test fails on the buggy build and passes on a known-good build; otherwise it retries. SAM 3.1 proposes candidate elements and Muse Spark Open picks the broken one for evidence. Every confirmed bug becomes a regression test. I’m a senior SDET: “can’t reproduce” is the problem I wanted solved. Everything was built during the hackathon.

## More from Meta Global AI Developer Hackathon

- [Julian Chaoul](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4272)
- [Damx Studio](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4273)
- [HeyNavi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4274)
- [DischargeBuddy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4276)
- [Siterra](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4277)
- [Team Decrypton](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4278)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4275. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt