Defect backlog hygiene beats writing more cases
Stale bugs drain more engineering time than missing coverage. How I clean a backlog without theatre.
Mobile QA beyond “run it on BrowserStack”
Device farms are useful. They are not a strategy. What I actually check on native, mobile web, and wearables.
AI in QA without fake confidence
I use AI to accelerate API and performance work. I do not let a model decide that a release is safe.
UAT without theatre
User acceptance fails when “done” was never shared. How I set UAT up so stakeholders decide with evidence.
Release readiness people can actually read
A good release note is a decision aid. Not a dump of tickets and green ticks.
Mentoring QA without cloning yourself
Growing engineers is not copying your habits. It is building judgement they can use when you leave.
When more automation hides a broken user journey
Pipelines get greener while users still struggle. How I keep functional truth ahead of technical coverage.
Hiring a functional QA consultant: questions that expose theatre
If you are buying QA help, these questions separate user judgement from coverage theatre.
Remote B2B QA: embed without becoming a bottleneck
How I join European product teams as B2B without turning every question into a waiting room.
Defects Product thanks you for (and ones they ignore)
Not every bug earns attention. How I write findings that serve the user and the backlog.