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software architecture

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A physician-developer workstation with clinical literature, code, an agentic health architecture diagram, and a stethoscope
Physician Developer Featured

The End of the Implementation Bottleneck: Why Clinicians Who Code Are the Future of Healthtech

AI agents are making implementation cheaper. In healthtech, the advantage moves to clinicians who can preserve clinical truth and supervise the architecture.

· 9 min read
physician-developerhealthtechai coding agents
Physician reviewing a clinical AI observability dashboard showing sensitivity drift, calibration curves, and subgroup performance alongside a diagnostic imaging panel
AI in Medicine Featured

FDA Clearance Is Not a Monitoring Plan

Clinical AI can fail without crashing. Physician-developers must build the monitoring, outcome linkage, and human checkpoints that keep cleared software safe after deployment.

· 18 min read
clinical-aiphysician-developermodel-monitoring