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Unlock how to understand any codebase in just 5 minutes using the latest in AI-powered tools! 🚀
What if you could drop a GitHub repo into an AI, and instantly get an interactive, step-by-step tutorial—making even the messiest projects simple to learn? In this video, I sit down with Zachary Huang, PhD from Columbia University and creator of the open-source PocketFlow framework, to demo a mind-blowing code explainer that’s changing the way we learn, onboard, and vibe-code.
Whether you’re a seasoned engineer, a curious beginner, or just want to move faster with new projects, this tool is about to become your favorite coding companion. We’ll walk through a real-life example, dive into agentic coding, and unpack how AI can instantly turn complex code into crystal-clear knowledge.
👇 All the links & community info are below!
🔗 Useful Links:
- Zach's AI Codebase Knowledge Builder: https://github.com/The-Pocket/Tutorial-Codebase-Knowledge
- PocketFlow on GitHub: https://github.com/The-Pocket/PocketFlow
- Zach’s YouTube Channel: https://www.youtube.com/@ZacharyLLM
- Zach’s Substack: https://substack.com/@zacharyhuang
- PocketFlow Discord: https://discord.com/invite/hUHHE9Sa6T
Timestamps:
00:00 - Intro: What If You Had This AI Tool?
01:15 - Meet Zachary Huang
01:57 - What is AI Codebase Knowledge Builder?
03:57 - Live Demo
06:25 - System Design Mindset for Coders
10:01 - Visualizing Architecture with Diagrams
11:55 - Chatting with Your Codebase (Q&A Agent)
15:46 - PocketFlow: The 100-Line AI Framework
17:17 - PocketFlow’s “Kitchen” Analogy Explained
19:20 - Why Less is More: Simplicity in Agentic Coding
21:24 - How PocketFlow Empowers AI Application Building
23:45 - Building Projects: Examples & Inspiration
27:54 - How to Support & Connect with Zach
28:44 - Join the Community & Next Steps
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