LLM Agents = Graphs!? My Tutorial Sparks Hacker News Debate!

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

LLM Agents are simply Graph: https://substack.com/home/post/p-1593...
Hacker News Post: https://news.ycombinator.com/item?id=...
Research Agent code: https://github.com/The-Pocket/PocketF...

Outline:
0:00 Intro
1:05 1. The Controversy
3:35 2. The Simple Truth: Agents Are Just Graphs
5:39 3. Building Blocks Explained
7:40 4. Example: A Simple Research Agent
9:40 5. Under The Hood: Code the Agent
13:11 6. Agents vs. Workflows
15:15 7. Recap

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.