Cross-Codebase Impact Analysis Agent
Apr 30, 2026
🔒 Confidential
My idea. My team. One hackathon. We built an AI agent that can answer complex engineering questions across multiple codebases at once.
What I did
I conceived the idea and led my team to build it during an internal hackathon. The agent fetches and analyzes multiple GitHub repositories, extracts architectural context including goals, components, and dependencies, and synthesizes answers to complex engineering queries across all of them. It runs periodically to keep repository summaries current and on demand when engineers need answers fast.
Results
Built and shipped in a single hackathon. The energy from that day reminded me exactly why I build things. my idea, brought to life by the right people in the room together.
