blog

The commit log.

Field notes on running a governed, measurable AI-assisted development life cycle — what the workflows enforce, what the data shows, and what we learned shipping it.

c642de0 7 min read

Will AI Fix Your Architecture? Or Just Accelerate Its Decay?

AI removes the friction that kept incoherent systems standing. Without a harness to systematise the process and point the direction, it just grows the pile of matchsticks — faster.

aiarchitecturetechnical-debt