# UMetaNo1

- **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:** [Thien Nguyen Nhat](https://cerebralvalley.ai/u/teehihi), [Cong Truong Pham](https://cerebralvalley.ai/u/congtruongai)
- **GitHub:** https://github.com/teehihi/scope-graph
- **Demo video:** https://youtu.be/5Zdd5GwOnQ0
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2662

ScopeGraph is an AI-powered code intelligence platform that helps developers and AI coding agents understand the impact of software changes before writing code.

A seemingly small requirement can affect multiple API endpoints, services, database models, and tests. ScopeGraph addresses this challenge by combining AST-based repository indexing, hybrid retrieval, dependency graph traversal, and AI-powered reasoning to identify potentially affected components.

Unlike ordinary AI coding assistants that focus on generating code, ScopeGraph focuses on understanding the codebase and explaining why a change may affect specific parts of the system.

Its evidence-grounding engine validates proposed file and symbol references against the indexed source code, providing line-level evidence and separating direct, indirect, and potential impacts.

ScopeGraph also supports visual dependency exploration, multimodal context, voice-based requirements, implementation briefs, suggested tests, and three MCP tools that allow AI coding agents to access repository-aware context.

Our goal is to make AI-assisted software development more transparent, traceable, and reliable.

## More from Meta Global AI Developer Hackathon

- [Anton Novozhilov Robotscity](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2659)
- [Errata Replay](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2660)
- [Growth Goal](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2661)
- [Right About Nothing](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2663)
- [Meet Mita](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2664)
- [Ifriti](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2665)

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