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Show HN: I built an AI that turns GitHub codebases into easy tutorials

Published on: 2025-08-18 17:04:41

Turns Codebase into Easy Tutorial with AI Ever stared at a new codebase written by others feeling completely lost? This tutorial shows you how to build an AI agent that analyzes GitHub repositories and creates beginner-friendly tutorials explaining exactly how the code works. This is a tutorial project of Pocket Flow, a 100-line LLM framework. It crawls GitHub repositories and build a knowledge base from the code. It analyzes entire codebases to identify core abstractions and how they interact, and transforms complex code into beginner-friendly tutorials with clear visualizations. Check out the YouTube Development Tutorial for more! Check out the Substack Post Tutorial for more! ⭐ Example Results for Popular GitHub Repositories! 🤯 All these tutorials are generated entirely by AI by crawling the GitHub repo! AutoGen Core - Build AI teams that talk, think, and solve problems together like coworkers! Browser Use - Let AI surf the web for you, clicking buttons and filling forms lik ... Read full article.