Insights
Short, opinionated notes from production work. They are written to be cited and argued with — not as SEO explainers of 'what is an API'.
AI integration
When to add an LLM to an existing product — and when you should not
A decision framework for integrating a large language model into an existing product, written for engineering and product leaders who have to live with the result.
Legacy modernization
How to modernize a live content platform without switching it off
A practical method for migrating a live content or commerce platform onto a current headless stack without a big-bang cut-over.
Software architecture
A practical software architecture review framework
The dimensions I use when reviewing a production architecture, aimed at a decision rather than a diagram.