Mentoring
Mentoring for difficult testing decisions
One-to-one help with automation strategy, reliable delivery, and the practical use of AI in engineering work.
Best fit
- 01You want a second senior opinion on a quality strategy decision.
- 02Your automated tests are slow, unreliable, or report problems too late.
- 03Your team is adopting AI tools but has not settled on reliable review practices.
How I work
Testing advice grounded in product engineering
My experience goes beyond test automation. I have built frontend and backend applications, worked with startup-style stacks, and spent years in large engineering organizations, including Ocado Technology.
I use Codex, GitHub Copilot, Claude Code, and Cursor in real engineering work. I can help you decide where these tools save time, where they add risk, and what review practices keep their output trustworthy.
Start with context
Bring me the problem as it is
You do not need a polished brief. Describe the problem, the main constraints, and what you have tried so far. That is enough to start.