SKalTek Articles https://skaltek.co.uk/articles Thoughts on AI, web development and building digital products for UK businesses. en-gb Sun, 05 Jul 2026 00:00:00 GMT Engineering Loops Worked on My Codebase. They Also Created a New Kind of Debt. https://skaltek.co.uk/articles/engineering-loops-created-new-kind-of-debt https://skaltek.co.uk/articles/engineering-loops-created-new-kind-of-debt AI engineering loops can keep a codebase moving quickly, but without product restraint they can create hidden maintenance debt through plausible work that did not need doing. Sun, 05 Jul 2026 00:00:00 GMT AIsoftwareengineeringopinion AI Coding Is Powerful. But It Still Needs System Thinking. https://skaltek.co.uk/articles/ai-coding-needs-system-thinking https://skaltek.co.uk/articles/ai-coding-needs-system-thinking AI coding tools can move fast, but speed without system knowledge can create hidden design gaps, fragile products, and real business risk. Fri, 22 May 2026 00:00:00 GMT AIsoftwarebusinessweb development AI Is Changing Everything. And Most Businesses Are Missing It. https://skaltek.co.uk/articles/ai-is-changing-everything https://skaltek.co.uk/articles/ai-is-changing-everything We're at an inflection point. AI isn't just a tool anymore, it's becoming infrastructure. Here's what I think that means for small UK businesses. Fri, 27 Feb 2026 00:00:00 GMT AIopinionbusiness