LangGraph overview

Graph-based agent orchestration framework from the LangChain team that models agent workflows as stateful, cyclic graphs. Nodes represent computation steps and edges define control flow with conditional branching. Supports human-in-the-loop breakpoints, persistent checkpointing, and multi-agent architectures. Built on top of LangChain primitives but usable independently.