Use Deep Agents when you want to build an autonomous agent to handle complex, non-deterministic, and long running tasks. (Choose LangGraph when you want low-level control for building stateful, long-running workflows and agents. Choose LangChain when you want a quick way to get started and to standardize how teams build agent patterns.)
Last modified 07 May 2026