How I work
Deciding and building it — from one pair of hands.
Ownership into production.
Whoever decides the architecture is accountable for it all the way into production. So I don't just design — I implement, test, deploy, and watch the system run.
AI in concrete terms, not buzzwords.
A nightly Claude Code error triage opens pull requests for human review; weekly infrastructure trend analyses become issues. AI tools accelerate my work — accountability stays with me.
Test discipline.
xUnit, bUnit, and Playwright are the standard; TDD where it pays off — and honestly, not where a UI prototype will look different again tomorrow.