AI-First Transformation
Moving an engineering organization to an AI-first operating model, with numbers.
The AI-First Playbook: what actually changed
Six weeks, 30 engineers, 80% daily adoption. The three things that changed for good, and the two that snapped back.
The economics of AI-first development
Seat prices are the smallest line item. Token economics, review cost, and the real cost of a bad rollout, with the numbers from ours.
Leading engineers through the AI transition
The fear of becoming disposable is real, and ignoring it stalls adoption. How I addressed it directly, and what the team did with the room it created.