Articles

Thoughts on Tech

My opinions on AI, web development, and what's actually changing for UK businesses. No hype, just what I'm seeing on the ground.

New articles by email

No noise. Subscribe once and get a short email when new SKalTek articles go live.

FeaturedAIsoftware

Engineering Loops Worked on My Codebase. They Also Created a 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.

5 July 20265 min read

Read article

AIsoftwarebusiness

AI Coding Is Powerful. But It Still 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.

22 May 20264 min

AIopinionbusiness

AI Is Changing Everything. And Most Businesses Are Missing It.

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.

27 Feb 20264 min