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tech deep-dive

Building a Taiwan Stock Research Agent (Part 8): The Boundary Between Research and Paper Orders—Content-Addressed Execution Contracts

Three frozen Pydantic contracts weld the boundary between a research artifact and order-placement authority shut: content addressing, eight hard gates, and paper-only execution, while the agent never touches credentials.