Agents & Orchestration
23 min
LangGraph: Stateful Agent Orchestration from First Principles
Most agent frameworks treat state as an afterthought, tacking memory onto a chain of LLM calls. LangGraph inverts the design: the graph is the state machine, every node transition is checkpointed, and cycles are first-class citiz…