2026-03-18
6 min read
Why Structured Workflows Matter in AI Products
The useful part of an AI product is often not the chat box. It is the state, checkpoints, and output format around it.
AIWorkflow designProduct
Writing
Writing
Short notes on the product and systems questions behind my portfolio work: AI workflow control, reliability, and moving from healthcare operations into software delivery.
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2026-02-10
5 min read
What Healthcare IT Taught Me About Reliability
Healthcare IT made reliability concrete: systems had to support clinical, reporting, and operational work every day.
Healthcare ITReliabilityOperations
2026-01-08
7 min read
From Healthcare Operations to Systems and Product Work
My path into software started in operational systems, where constraints, coordination, and reliability were part of the job.
CareerSystemsConsulting