Not everything worth thinking about fits neatly into an architecture diagram.

Friday Coffee is where I step back from the technical posts and write about technology as I actually experience it — the rate of change, the tools that have quietly transformed how I work, the memories that help me make sense of where we’ve ended up.

I’ve been in IT since 1985. That’s long enough to have lived through mainframes, minis, PCs, client-server, browsers, and microservices. But something about this moment feels different, and these posts are my attempt to think out loud about what that means.

No conclusions guaranteed. Grab a coffee.

Where Do the Next Seniors Come From?

AI can do the beginner work. That is exactly the problem, because the beginner work is how beginners became experts. Construction already ran this experiment, and the bill arrived decades later.

The Bridge Looked Fine Too

A wonky shelf looks wonky. But the most celebrated engineers have built magnificent structures with fatal flaws nobody could see. Software has always had that problem, and unsupervised AI takes it somewhere genuinely unknown.

The Borrowed Projector

My father already knew his trade in his hands. Becoming a lecturer meant serving a second apprenticeship on top of it — and what he taught me in a darkened living room was never really about roof trusses.