# MAFA

- **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:** [Abay Mukhammetali](https://cerebralvalley.ai/u/grd), [Maxat Kenbayev](https://cerebralvalley.ai/u/Maxito)
- **GitHub:** https://github.com/MrRobotDumbazz/campdoc
- **Demo video:** https://youtu.be/x3mQBD__bpU
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3082

Campaign Doctor is a verifiable AI agent that diagnoses underperforming ad campaigns. It ingests delivery logs, pacing data and sampled bid requests, finds the root cause of under-delivery or overspend — every claim backed by evidence from a tool call, enforced in code — then proposes concrete fixes and proves each one by replaying it in a deterministic auction simulator (before/after impressions, spend, win rate, eCPM) before recommending it. A healthy-control campaign guards against hallucinated problems; a verifier pass removes unsupported claims. On 8 seeded synthetic campaigns (7 failure modes + control) the eval harness hits 100% top-1 diagnosis, 100% groundedness, 100% simulator-verified fixes, 0 false positives — judges can re-run everything with one script. Built by parallel AI-agent sessions under a zero-trust governance layer with one human principal.

## More from Meta Global AI Developer Hackathon

- [Osee11](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3079)
- [ShortForge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3080)
- [Lannister](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3081)
- [DuckyHelper](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3083)
- [el taller de la gatitatech](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3084)
- [VaultLine](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3085)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3082. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt