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#pydantic

Cover image for MCP Tool Design Agents Get Right: Schemas, Errors, and Structured Output
2 weeks ago 107
AI Python

MCP Tool Design Agents Get Right: Schemas, Errors, and Structured Output

The craft that decides whether agents succeed with your server: choosable descriptions, constrained schemas, the isError contract, structured output, and honest tool annotations.

Cover image for Type-Safe Data Modeling with Pydantic v2 and Python Type Hints
2 weeks ago 45
Python

Type-Safe Data Modeling with Pydantic v2 and Python Type Hints

Use Pydantic v2 to validate data at the boundary: models, field constraints, custom validators, and clean serialization, the backbone of FastAPI and reliable LLM output.

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