Honest stories about quality engineering, test automation and AI

What worked, what broke, and what I learned.

Latest posts

My biggest AI win in QA? Test data

· 6 min read

Writing the scripts was easy. Knowing which ones to run, and how to connect what they created, was the hard part. An AI layer on top saved me hours on performance tests, automation and bug bashes.

How to become a role model of quality

· 7 min read

When teams removed their testers, quality dropped. Why I believe we move from roles to role models, and the skills a role model of quality needs.

Sustainable test automation: from garden to ecosystem

· 6 min read

A test set of 3500 tests with 500 failing every day taught me that test automation isn't a garden you keep green on your own. It's an ecosystem of climate, environment and gardeners.