LangGraph is a framework for building stateful, multi-agent applications where tasks are represented as nodes, edges. It supports branching, memory management, event handling, making workflows more adaptable than linear pipelines. Experts say by enabling agents to reason, coordinate, recover from errors, LangGraph simplifies complex automation, improves transparency in AI-driven decision-making.