Blog
Notes from the workshop.
Practical writing on engineering, AI and the decisions that actually matter.
Healthcare2026-02-18 · 9 min read
One database or two? Architecture decisions for SaMD products
When you bolt a clinician platform onto a cleared patient app, the database boundary is a regulatory decision, not just a technical one.
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Production RAG: lessons from shipping it
Retrieval-augmented generation demos in an afternoon and breaks in production for reasons nobody warns you about.
2026-04-02 · 11 min readAIChoosing between Claude, GPT and Gemini for your product
Model choice is an architecture decision, not a leaderboard lookup. Here's the framework we actually use.
2026-03-12 · 10 min read