Thoughts on QA engineering, test automation, AI-augmented testing, and the craft of shipping software that users can trust.
Performance testing is the discipline most teams defer until it's too late. Here's what I've learned running JMeter load tests on real production systems — and what the numbers actually tell you.
Everyone is talking about AI in testing. Very few are actually doing it thoughtfully. Here's what working with AI-augmented test coverage looks like day to day — and what it doesn't do.
Most automation frameworks collapse under the weight of their own complexity. Here's how I built one that didn't — and what I learned about the structural decisions that determine longevity.
Quality is not a phase at the end of development. It's a discipline that should be designed in from day one — and most teams are discovering this the expensive way.