Frameworks like Claude Code and Manus give agents read/write access to them. An agent writes intermediate results (code, draft text, raw data). Subsequent agents reference file paths or queries to ...
The magic behind the working code relies on three main components working together instantly. First, LangChain acts as the messenger, taking the Python code (HumanMessage) and packaging it perfectly ...
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