Between 84 and 95% of developers now use AI weekly — yet a controlled 2025 study found AI tools made experienced developers 19% slower while convincing them they were faster. The productivity story is louder than the productivity itself. This piece unpacks what's really shifting in developer workflows, why prompt engineering depends on engineering, and what separates teams that win with AI from those that just feel like they're winning.

Configuration changes should be reversible just as quickly as they are applied. A successful update in a configuration tool does not mean the system is healthy. Human error, especially in configuration management, remains one of the most common causes of system failure. Treat config changes with the same caution as code changes because their blast radius is often larger.

A simple hospital visit turned into a long, frustrating wait. Not because care wasn’t available, but because the system slowed everything down. What would your hospital’s suggestion box say if it could speak?

Platform Engineering is a sociotechnical approach that addresses the complexity of scaling applications within organisations. It empowers...