# Spandan Mishra

- **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:** [Spandan Mishra](https://cerebralvalley.ai/u/spandev)
- **GitHub:** https://github.com/Spandan-Mishra/codelit
- **Demo video:** https://youtu.be/IOlCrKs_qvE
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3839

Codelit (https://codelit.duckdns.org) is an AI-first coding assessment platform built for a world where every candidate already has an agent.

The problem: traditional coding tests grade the final answer — and a photo of a problem plus an AI model produces a perfect final answer. Green ticks now prove nothing about whether a person understands code, can direct an AI agent, or could maintain what was submitted.

Codelit grades what a screenshot cannot produce: how you drive an agent under constraints, and whether you can defend the result under time pressure.

How it works:
1) Bring your own agent — pair your computer once with a one-time code via a small local connector (codelit-connect). Your provider login never leaves your machine; Codelit only receives a revocable device credential, your prompts, tool activity, and solution revisions. Codex and Muse Code are both supported.
2) Solve staged scenarios — requirements arrive in three stages with a prompt budget. The platform brief is never handed to the agent, so the candidate must understand and explain the task themselves. Every prompt and file change is captured automatically as a trace.
3) Finish — the solution is frozen under a content hash and evaluated server-side against visible checks plus hidden acceptance tests (only pass counts are revealed).
4) Defend the trace — a timed dialog (90 seconds per answer) asks three personalized questions: a quoted line from your exact code, a design trade-off, and the prompt decisions behind the run.
5) Bank your passport — only defended ranked runs become a credibility record: score, tier, prompt count, and defense performance. Ranked unlocks after five distinct practice passes; scenarios are generative (seeded variants), so memorized or shared solutions do not transfer.

Candidate code runs locally in disposable sandboxed namespaces (CPU/memory/process/network limits) — never via a model.

In short: Codelit doesn't ban AI. It makes cheating pointless.

## More from Meta Global AI Developer Hackathon

- [Formwright](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3836)
- [barter.computer](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3837)
- [Trinetra](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3838)
- [Nimbotics](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3840)
- [Sleeply - AI Agent](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3841)
- [Deal Copilot](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3842)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3839. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt