Friction Engineering — when disagreement becomes the mechanism
2026-04-22#ai #method #friction-engineering #sofia
Friction Engineering — when disagreement becomes the mechanism
I've been an enterprise architect for over fifteen years. For several of those years, I was skeptical of AI — machines don't create, they digest and produce a
Why I built a friction protocol for human-AI collaboration
2026-04-08#ai #method #reflection
Why I built a friction protocol for human-AI collaboration
Last month, one of my AI personas proposed an ADR for concurrent execution. Solid design. Clean theoretical foundation. Coherent architecture, opt-in mode.
Before no-code had a name
2026-03-07#history #ai #reflection
Before no-code had a name
A week ago, I didn't really believe in AI. Not in a militant way — not the kind to write alarming op-eds. More a quiet skepticism, fed by years of watching