Description
Stateful LLM agent workflows can be modeled as graphs with multiple actors, tools, and persistence points. AI engineers use LangGraph for assistants, orchestrated agents, and long-running language-model applications. State, tool calls, prompts, and checkpoints can store sensitive user or business data.