The latest articles on DEV Community by D (@devicodes). https://dev.to/devicodes https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3970997%2Fb0c05930-f479-47ae-a034-13b481c101ea.jpg https://dev.to/devicodes en D Sat, 06 Jun 2026 09:13:58 +0000 https://dev.to/devicodes/i-built-an-ai-tool-that-explains-any-github-repo-in-under-60-seconds-aii https://dev.to/devicodes/i-built-an-ai-tool-that-explains-any-github-repo-in-under-60-seconds-aii <p>Ever landed on a GitHub repo and had no idea where to start?</p> <p>I built a tool that fixes that.</p> <h2> What it does </h2> <p>Paste any public GitHub URL → get a structured AI-generated breakdown:</p> <ul> <li>What the project does</li> <li>How it's architected</li> <li>What tech stack it uses</li> </ul> <h2> How I built it </h2> <ul> <li> <strong>Frontend:</strong> React + Tailwind CSS</li> <li> <strong>Backend:</strong> FastAPI (Python)</li> <li> <strong>AI:</strong> Groq API for fast LLM inference</li> <li> <strong>Data:</strong> GitHub REST API for fetching repo content</li> </ul> <p>The biggest challenge was keeping analysis under 60 seconds for large repos — solved it with async processing on the FastAPI side.</p> <h2> Try it </h2> <p>[<a href="https://github-analyzer-dev.vercel.app/" rel="noopener noreferrer">https://github-analyzer-dev.vercel.app/</a>]</p> <p>Would love feedback — what features would make this actually useful in your workflow?</p> webdev python react ai