Here's where my AI programme work stands today.
Updated October 2026
Redline
Reviews a freelance contract before it's signed, quotes the exact clause behind every flag, and drafts the counter-offer. Try it live or read the case study.
This website
Designed and built by me with Claude Code: the Astro build, the SEO work and the Firebase deployment. Read the case study.
Kids' progress tracker
Tracks my child's schoolwork against the UK Year 2 curriculum, with practice papers that flag skills needing review. Read the case study.
What I bring to it already
The method behind good automation and AI tooling is one I've used for years: watch the real work, find the repeating structure, separate what varies from what doesn't, and automate the part that doesn't. The Macro is the clearest example: scripts went from 20–25 minutes each to under 5, with transcription errors removed.
The guardrails habit is older still. My first job was testing at Ericsson, where nothing was signed off until every test passed. I hold AI tools to the same bar: prove them against clear pass/fail checks before trusting them. In Redline, I planted six risky clauses to test whether the tool caught them.
I use Microsoft 365 Copilot at work for meeting notes and email. That's using the tools, not building them, and I don't present it as more.