Architecture doesn’t go off the rails in a single moment. It drifts, slowly and silently. The real question is: what keeps pushing it in the wrong direction?

AI accelerates software design — but without context, it risks chaos. ADRs keep architecture intentional, explainable, and safe.

The most expensive architectural debt isn't created by bad decisions. It's created by decisions that were never recognized as decisions in the first place — and vibe coding produces them faster than any review process can catch. Fitness functions are what turn that drift into a signal you can act on.