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Vishnu Urugonda
9eb5a4f240
# Code Reference Finder **Live:** [https://code-reference-finder.vercel.app](https://code-reference-finder.vercel.app) Code Reference Finder helps you understand unfamiliar code by finding real-world usage examples from GitHub repositories and Stack Overflow. Paste a code snippet, and it uses AI to analyze the libraries and APIs used, then dispatches web agents to search GitHub and Stack Overflow, extract relevant examples, and display them side-by-side with relevance scores. ## How it uses TinyFish - Dispatches 10 parallel Mino browser agents (5 for GitHub repos, 5 for Stack Overflow posts) via SSE streaming - GitHub agents navigate the repo, read the README, and extract relevant code examples - Stack Overflow agents reason over post metadata (title, tags, score, excerpt) to score relevance - Live browser previews are embedded as iframes during agent execution - Results render incrementally as each agent finishes, sorted by relevance score ## Tech Stack Next.js 16 + React 19 + TypeScript + Tailwind CSS v4 + Framer Motion + Chrome Extension (MV3) Deployed on Vercel ## Demo https://github.com/user-attachments/assets/73feb7c2-60dd-492b-b440-165d0170a4aa