# Nukil

- **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:** [Wei Meng Soh](https://cerebralvalley.ai/u/wms2537)
- **GitHub:** https://github.com/Whyme-Labs/nukil-meta-hackathon-2026
- **Demo video:** https://youtu.be/WEjIJ4MzjlQ
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2574

Nukil turns interviews into evidence people can inspect. The existing platform provides study protocols, a deterministic interview controller, immutable source evidence, extraction and findings review.

For the hackathon, we added server-side Meta Responses integration, exact-request binding, durable authorization and accounting, consent and final-turn controls, and questionnaire usability improvements. Meta proposes a bounded clarification or next step; the controller decides what the respondent sees.

The video records the real local application using a fictional property-buyer study: an ambiguous Malay/English answer prompts a neutral clarification, followed by protocol questions, a rating, a Yes/No answer and a completed immutable submission. The eight-answer session made three successful Meta calls. The 1:29 edit shows two complete call windows at original speed and explicitly omits the third; later questions use deterministic fallback after the approved attempt limit.

The published source passed 1,779 local tests. This is a working local demonstration, not a public production deployment, customer pilot, multilingual benchmark or live findings-quality result. Existing platform work is identified separately from event work.

## More from Meta Global AI Developer Hackathon

- [DapurStudio](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2571)
- [Impactx](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2572)
- [aimax](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2573)
- [Warden](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2575)
- [Team_loner](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2576)
- [Tether](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2577)

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