Artificial Intelligence is transforming software engineering at an unprecedented pace. AI-powered coding assistants, autonomous testing agents and intelligent automation are helping organisations develop, test and release software faster than ever before. As AI capabilities continue to mature, organisations are beginning to trust AI not only to generate code, but also to execute tests, provision environments, […]
The Human Patterns That Keep Modern IT Stuck (and the Invisible Capability We Don’t Budget For)
When people ask me why modern delivery still feels slow—despite cloud, DevOps, microservices, automation, and platform engineering—I don’t start with architecture diagrams. I start with everyday human moments. Because after years of working across digital transformation and testing initiatives, one lesson has stuck with me: Success rarely collapses because of technology. It collapses because of […]
What is product risk?
As a TMMi Lead Assessor I often find myself in a fact-finding interview sitting across the table from a tester or test manager with a puzzled look on their face. The cause of their consternation is usually because I have asked them to explain how they deal with product risk and, perhaps strangely, they don’t […]



