LangChain Releases Deep Agents: A Structured Runtime for Planning, Memory, and Context Isolation in Multi-Step AI Agents

LangChain has released Deep Agents, a new structured runtime designed to handle complex multi-step AI agent tasks that require planning, memory, and context isolation. The tool addresses limitations of current LLM agents that typically break down when dealing with stateful, artifact-heavy operations beyond simple tool-calling loops.