Introduction


Every agent needs tools, and every tool needs a way to reach the model. Building Agentic Workflows in Python built that connection by hand — a hand-written JSON schema, a loop that dispatches on block.name. LLM Frameworks vs. the Raw SDK in Python showed LangChain's @tool turning a plain function into that same schema via...