Blog · field notes from the work
Practical notes on AI-assisted development, frontend architecture, product judgment, privacy, and the systems that help teams ship responsibly.
Engineering leadership
As a lead, I designed a GitHub-native workflow that turns development tickets into clear contracts between teammates and coding agents—without adding another source of truth.
Frontend security
What a frontend security review taught me about keeping clinical data out of telemetry, URLs, durable browser storage, caches, and unprotected deployments.
AI agent architecture
How we separate the product source of truth, referral documents, AI job persistence, corrections, and PHI-safe progress across an agentic healthcare workflow.
HIPAA compliance
What learning HIPAA changed about the way I think about health data, product decisions, and the everyday responsibility of building software people can trust.
AI-assisted development
A practical system for using AI to understand codebases, shape ambiguous work, implement carefully, and verify what ships—without outsourcing engineering judgment.