TLDR Web Dev · MISCELLANEOUS

LLM AGENTS ARE SIMPLY GRAPH — TUTORIAL FOR DUMMIES

zacharyhuang.substack.com14 min read

Summary from the TLDR Web Dev newsletter

Agents are basically graphs with decision nodes, action nodes, and loops, allowing them to "think," take actions, and learn from results. The tutorial uses PocketFlow, a 100-line framework, to show how to build a basic research agent that can answer questions by searching the web. It breaks down the agent into simple "stations" (nodes) and defines the flow between them.