[Breakpoints](https://langchain-ai.github.io/langgraph/concepts/breakpoints/): Line 1: LLM should read this page when the user is setting up a graph with breakpoints, debugging complex graph execution, or using human-in-the-loop workflows. Line 2: This page explains how to set static and dynamic breakpoints, use persistence layer, and manage graph state during execution.

