# Notes

Notes are where I make the judgement visible: specific situations, decisions, failures and hardening work behind production-ready technology.

## Programmes and transformation

- [When a systems decision needs a shared business picture](/notes/systems-decision-shared-business-picture/) — A strategic note on a large UK retailer, a second attempt at unification, and how discovery helped create a shared business, technology and executive picture.

## AI-assisted build

- [What building a multi-script static web app with AI taught me about UX and domain precision](/notes/multi-script-static-web-app-ai-ux-domain-precision/) — A practical note on a multi-script static reader: hierarchy, transliteration, navigation and the difference between running code and usable software.
- [What building this site with AI taught me about production-readiness](/notes/what-building-this-site-with-ai-taught-me/) — A practical note on this site build: what AI helped with, what broke, what had to be challenged, and why generation still needs ownership.