LangChain introduces a stable release of LangGraph v0.1, a framework for building agentic and multi-agent applications. The core design philosophy is to help developers add better precision and control into agentic workflows suitable for the complexity of real-world systems. LangGraph Cloud, currently in closed beta, provides infrastructure for deploying LangGraph agents in a scalable, fault-tolerant way. It also offers an integrated developer experience for prototyping, debugging, and monitoring agentic workflows.