Writing
Working notes on AI adoption, engineering leadership, and the architecture decisions that hold teams up.
FeaturedJul 2026 · 8 min read
The Pin Factory Is Running Backwards
My team writes all of its production code through AI agents, and I think the pin-factory logic that built our whole industry is quietly starting to run backwards.
Why AI adoption fails the same way Agile did
Teams bought the tools before they changed how the work flows — the same mistake Agile made twenty years ago.
From fullstack to full-cycle
One engineer owning the path from spec to production, and what it took our team to get there.
SDLC is dead, long live AI-oriented SDLC
What actually changes in a delivery process when agents write the code and people review the intent.