LangChain rebuilds chatbot with Deep Agents for sub-15s responses

LangChain rebuilt chat.langchain.com using Deep Agents and subgraphs, cutting response times to under 15 seconds with precise citations. The rebuild automates a three-step workflow: docs, knowledge base, and codebase via Claude Code.
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