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#human-in-the-loop

Stories connected through a shared idea, actor, technology or theme.

EvoAgentX publishes its first official self-evolving agent framework releaseThe initial release includes workflow orchestration, short- and long-term memory agents, RAG integration, external MCP, HTTP and CLI tools, and human-in-the-loop interaction. The project presents the framework as a modular substrate for building and evaluating self-evolving agent workflows.→LangChain 1.4.0a3 adds native MCP adaptation and human resumptionsLangChain 1.4.0a3 introduces a `langchain.mcp` namespace that adapts MCP servers into LangChain tools from URLs, local scripts, in-process servers or prebuilt clients. Its elicitation interrupt mode surfaces server questions as LangGraph interrupts so a human can answer and resume the run, with optional tool-discovery caching.→