# Nishant Jaiswal

- **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:** [Nishant Jaiswal](https://cerebralvalley.ai/u/Uknowme-h)
- **GitHub:** https://github.com/Uknowme-h/kiln
- **Demo video:** https://youtu.be/LpjOx72zA0E
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2866

Kiln is a multi-agent software team that turns one typed idea into a tested, working web app , and lets you watch the team work on a live pixel-art office floor.

You type an idea. A requirements agent researches it, asks only the questions that matter, and writes a spec with testable acceptance criteria. A planner splits it into tasks with an exact API contract, and you approve the plan before anything is built. A test author writes the suite first, so the code is judged by tests it can never edit.

Two developer agents then build in parallel - backend and frontend , coordinating like a real team: a shared task board, questions to each other, exclusive checkout of shared files, reviewed contract changes, and generated shared types so both sides agree. A tech-lead agent steps in when they're blocked: it answers, changes the plan's structure, arranges installs, or asks the user a question with a recommended default. A fixer repairs failing tests until the suite is green, a reviewer checks the result against the brief, and a reporter writes the docs.

Everything runs on the user's own machine through a local companion: every shell command is verified and needs approval, file writes are restricted to each agent's leased paths, and nothing leaves the workspace.

The problem it solves: AI coding tools are one assistant in one chat. Kiln is a whole team with a process , spec, plan, tests, parallel build, fix, review , that recovers from failures on its own instead of stopping.

## More from Meta Global AI Developer Hackathon

- [Solar Proposal Agent](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2863)
- [TakeState](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2864)
- [ARTHUR LABS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2865)
- [ParkSpot-AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2867)
- [MetaStudy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2868)
- [London Pipeline](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2869)

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