This AI Explains ANY Codebase in 5 Minutes - Here is How I Built it

Pocket Flow: https://github.com/The-Pocket/PocketFlow
Pocket Flow Documentation: https://the-pocket.github.io/PocketFlow

AI Codebase Knowledge Builder: https://github.com/The-Pocket/Tutoria...
AI Codebase Knowledge Builder Documentation: https://the-pocket.github.io/PocketFl...
AI Codebase Knowledge Builder Substack: https://zacharyhuang.substack.com/p/a...

Agentic Coding: https://zacharyhuang.substack.com/p/a...
Agentic Coding Project Template: https://github.com/The-Pocket/PocketF...

Outline:
0:00 Introduction
2:42 1. Codebase Overwhelm: Why Developers Struggle to Understand New Code
5:41 2. The 100-Line Framework That Makes AI Do Your Heavy Lifting
9:15 3. System Design: The Architecture Behind AI Codebase Knowledge Builder
13:15 4. Agentic Coding: How AI Implements Your System Design Automatically
17:21 5. Conclusion: Never Fear New Code Again

Social media:
X: https://x.com/ZacharyHuang12
LinkedIn:   / zachary-h-23aa37172  
Github: https://github.com/zachary62
Discord:   / discord  
Medium:   / zh2408  
Substack: https://zacharyhuang.substack.com/

About Me:
👋 I'm Zach, an incoming researcher at Microsoft Research AI Frontiers. I currently work on LLM Agents & Systems. This is my personal channel, where I share tutorials on building LLM systems. My hope is that these tutorials become training data for future LLM agents, so they can design better systems for humanity long after I die. Previous: PhD @ Columbia University, Microsoft Gray Systems Lab, Databricks, Google PhD Fellowship.