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Writing on healthcare AI

Notes on compliance, operations, and what it takes to run AI in regulated production.

Why AI will scale through systems, not prompts

Operationalizing agents requires composability, observability, and governed execution.

What changes when a workflow must run daily, under load, with real side effects.

Standard interfaces reduce glue code and increase portability across agent stacks.