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# pydantic

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The Dangerous Bugs Are the Ones That Don't Crash: Building Input Validation for My MCP Server

The Dangerous Bugs Are the Ones That Don't Crash: Building Input Validation for My MCP Server

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11 min read
Building CafeTwin: what we shipped, and how Logfire + PydanticAI carried the weekend

Building CafeTwin: what we shipped, and how Logfire + PydanticAI carried the weekend

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6 min read
Building PulseOps with Pydantic AI and Logfire: Predicting London Bus Delays Before They Happen

Building PulseOps with Pydantic AI and Logfire: Predicting London Bus Delays Before They Happen

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4 min read
Reframing the Developer Experience of Data Assembly: pydantic-resolve vs SQLAlchemy ORM Query Patterns

Reframing the Developer Experience of Data Assembly: pydantic-resolve vs SQLAlchemy ORM Query Patterns

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13 min read
The Schema IS the Prompt: Rethinking AI-Native Software Design

The Schema IS the Prompt: Rethinking AI-Native Software Design

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3 min read
From Pydantic Model to AI Agent in 10 Lines of Python

From Pydantic Model to AI Agent in 10 Lines of Python

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4 min read
Stop writing fake test data by hand — I built a library that generates it for you

Stop writing fake test data by hand — I built a library that generates it for you

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2 min read
Stop Parsing JSON by Hand: Structured LLM Outputs With Pydantic

Stop Parsing JSON by Hand: Structured LLM Outputs With Pydantic

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7 min read
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