# DB Creations LLC (Vibe Audit 2.0)

- **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:** [Desmond Baker Jr](https://cerebralvalley.ai/u/digitalalchemy)
- **GitHub:** https://github.com/buildwithdesi/vibeaudit-2
- **Demo video:** https://youtu.be/-IIoJlWMPas
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4717

Vibe Audit 2.0 is a security audit for AI-generated code that explains the risk in plain language and proves it. Vibe Audit v1, my open-source scanner from earlier this year (prior work, used unchanged as a pinned dependency), finds the patterns. 2.0, built inside the hackathon window, adds the judgment. It takes a GitHub URL, clones it with git hooks, symlinks and credential prompts off, and has Muse Spark 1.3 (Meta Model API, Standard mode) decide which findings an attacker can actually use, quoting the lines of code that prove it. It writes a proof-of-risk report for a founder, not a security team, then patches the confirmed findings on a sandbox branch, scans again and re-runs the project's own tests. On the seeded demo app, Muse Spark judged 9 findings in 10 calls for $0.17: 6 confirmed, and 3 fake credentials correctly ruled not exploitable. The patch run cost $0.07. Of the 6 confirmed findings, 4 are gone on the re-scan and 2 are still flagged by a rule but re-judged closed by Muse Spark on the patched code, and the project's tests still pass. A Muse Glimmer 30B triage stage and a Muse Code patch backend are built but were not run live.

## More from Meta Global AI Developer Hackathon

- [Luvoia](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4714)
- [TradeUSA — AI-native trading platform for US equities](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4715)
- [Nicola Harvey](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4716)
- [TheNocturnalCoder](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4718)
- [HomeWise AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4719)
- [TIKOCI Open Source RouterOS Tool](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4720)

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