PocketFlow-Tutorial-Codebase-Knowledge

A tutorial project that builds an AI agent to crawl a GitHub repository, identify its core abstractions, and generate a beginner-friendly tutorial explaining how the code works.

Tutorials

Visit website github.com

This is a tutorial project built on Pocket Flow, a 100-line LLM framework. It crawls a GitHub repository, builds a knowledge base from the code, and analyzes the codebase to identify its core abstractions and how they interact.

The agent it builds turns that analysis into a beginner-friendly tutorial with visualizations explaining how a given codebase works, and the repository includes example tutorials generated this way for a range of popular open-source projects.

More in Tutorials

See all 478

BootLife
github.com
Conway's Game of Life implemented to run directly from a 512-byte x86 boot sector in assembly, using VGA memory itself as the simulation grid.
- Tutorials
Rabbit-hole #6: The Sage Bird -- Y Combinators in an Eager Array Language
blog.softwarewrighter.com
A technical blog post deriving the Y combinator as a composition of combinator birds in an array language, and examining how eager evaluation changes fixed-point recursion compared with the usual lazy telling.
- Tutorials
System Design Atlas
atlas-sysdes.vercel.app
A free reference of worked system design problems with interactive architecture diagrams, covering ranked designs such as a feed, a chat app, a URL shortener, and a rate limiter, plus pages on the technologies behind them.
- Tutorials

More in Tutorials

BootLife

Rabbit-hole #6: The Sage Bird -- Y Combinators in an Eager Array Language

System Design Atlas

Cookies