AI Engineering

Building LLM systems for production — retrieval-augmented generation, evaluation, MCP tool-calling, and the guardrails that keep them safe. Each post is a bare-bones runnable Go prototype plus the reasoning behind it, drawn from shipping this stack in a HIPAA environment.

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