# Kim Jinsol

- **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:** [Jinsol Kim](https://cerebralvalley.ai/u/jinsol)
- **GitHub:** https://github.com/AI-Project-Autopilot?view_as=public
- **Demo video:** https://youtu.be/PHOQUcIAbSA
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1830

AI Project Autopilot is an AI-powered development assistant that helps developers identify what to build or improve next in their GitHub projects.

Developers often struggle to prioritize tasks in existing codebases, especially when returning to unfinished projects or working without a dedicated technical lead. Generic AI advice can lack the context of their actual implementation.

AI Project Autopilot addresses this problem by connecting directly to GitHub and analyzing real repository content. Users can sign in with GitHub, select a repository, and optionally describe their development goal. The system examines relevant project documentation, configuration files, source code, and tests, then uses Meta's Muse Spark model to generate actionable development recommendations.

Each recommendation includes a priority level, implementation steps, acceptance criteria, and supporting source-code references. The system also reports analysis coverage and limitations to help users evaluate the recommendations.

The current MVP demonstrates GitHub integration, repository analysis, and AI-generated development guidance. Future development will extend this workflow to allow users to approve recommendations and convert them into GitHub Issues.

Our goal is to help developers move from "What should I work on next?" to a clear, evidence-based action plan.

## More from Meta Global AI Developer Hackathon

- [UNSEEN AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1827)
- [Wayfind](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1828)
- [Taeef Najib](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1829)
- [X Root](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1831)
- [SightWork](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1832)
- [OG](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1833)

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