LangGraph supports sequential and parallel workflow patterns for arranging agent steps, with sequential execution running each node one after another and parallel execution running independent nodes c…
LangGraph Skill Pack introduces two skills for developers building agents with LangGraph: langgraph-scaffold, which generates a StateGraph from a plain-language description, and langgraph-graph-review…
A developer building an agentic AI system with LangGraph and MCP encountered a memory issue where the support bot fails to remember user context from previous turns. The ReAct loop in LangGraph's Stat…
LangGraph developers often struggle with code organization despite understanding the library's concepts. A new standardized architecture guide introduces the SIDE framework (State, Instructions, Decis…
LangChain's `deepagents` framework implements a multi-tool agent harness using a graph-based runtime with middleware, state channels, and a tool router that manages model-tool interaction loops. The s…