Occasional notes on AI product engineering, shipping in regulated domains, and building software that stays fast and accessible.
I got tired of GitHub's write-preview tab dance, so I built MarkSight: a free, open source Markdown editor with live preview. Here's what open sourcing it taught me about community.
What changes when the data is protected health information and the model is non-deterministic. A practical playbook for shipping AI where the stakes are real: data boundaries, untrusted output, humans in the loop, and observability, from a tech lead on a HIPAA-compliant platform.
SSE, WebSocket, or WebTransport? A practical 2026 guide to picking a real-time web protocol, with a Next.js example streaming LLM tokens over Server-Sent Events.
Six years of design docs, code reviews, and incident writeups, all locked in private repos. This is me moving the useful parts somewhere public: what to expect from this blog, and why writing is part of how I engineer.
