Notes & ideas
Blog
AI Has Been Part of Software Development for Two Years Now. Let's Look at What Changed
AI has been part of software development for about two years. The research shows code getting cheaper while review, verification, delivery and ROI haven't kept pace. Here is what I think changed and what I would do about it.
Engineering AI Systems for Completeness, Not Just Correctness
What an FDA warning letter reveals about RAG, AI agents, verification, and the architecture of trustworthy enterprise systems.