Gareth Hughes

We use Amazon Bedrock with Claude Code at MyPass, and we're trialling GPT-5.5 and Codex via Bedrock too.

Getting hands-on with AI-driven development means figuring out what actually works — and that looks different for every person, team, and codebase. There's no universal playbook here.

This site supports Mermaid diagrams in blog posts. Diagrams are written as fenced code blocks with the mermaid language tag and rendered to SVG at build time — no JavaScript is shipped to the browser.

Following on the theme of building your own tools, this post covers my photography workflow.

Engineering metrics aren't something developers like to talk about. But there's growing pressure for businesses to have better insight into how engineering teams are performing, and it's a complicated subject — engineering performance can't be looked at in isolation. A Software.com Code Time Report based on data from over 250,000 developers found that the median developer spends just 52 minutes per day actively writing code. A Tidelift survey of nearly 400 professional developers painted a similar picture, with respondents spending less than a third of their time writing new code or improving existing code. The rest goes to maintenance, testing, meetings, and operational work.