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Code Reference Finder

Live: 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

Clipboard-20260210-123627-179.1.mp4

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coderabbitai bot commented Feb 11, 2026

Important

Review skipped

Auto reviews are disabled on this repository. Please check the settings in the CodeRabbit UI or the .coderabbit.yaml file in this repository. To trigger a single review, invoke the @coderabbitai review command.

You can disable this status message by setting the reviews.review_status to false in the CodeRabbit configuration file.

Use the checkbox below for a quick retry:

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✨ Finishing touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Post copyable unit tests in a comment

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