// notes
Long-form on healthtech engineering, clinical systems thinking, and building production software at the intersection of medicine and code.
FHIR R4 resource validation is stricter than most engineers expect. What it revealed: clinical-grade rigor and great code review culture share the same foundation.
Triage protocols are rule-based state machines. AI agents fit that structure naturally — but only a physician recognizes the failure modes that can harm patients.
Project inquiry, FT role, or a technical question — drop a note. I reply within 24 hours on weekdays.