AI Doesn't Need Less Process. It Needs Better Process.
AI makes execution dramatically faster. But if you can head in the wrong direction faster too, the real value shifts to clarity, ownership, quality and the system around the work.
DIRECTOR OF PM & AGILE · 14+ YEARS
AI looked at 14 years of my methodology work and said "Have you tried turning it off and back on again?" I took that personally. This is what happened next.
High-performing teams. Project management in the AI era. The spec as the thing you write before anyone writes anything else. Thinking out loud — honestly, with a sample size of one.
AI makes execution dramatically faster. But if you can head in the wrong direction faster too, the real value shifts to clarity, ownership, quality and the system around the work.
What is a team worth without trust? I've been asking this for 12 years. I didn't expect AI to be the thing that taught me the answer all over again.
A co-op adventure RPG built with my daughter. 13+ sprints using spec-first methodology — every mechanic started as a written intent document before any code was written.
A bilingual (English/Hebrew) family allowance ledger I'm building for my daughter — to solve a real problem in our home, and to teach her about saving, goals, and how interest works. Built spec-first, like everything else.
A software implementation of original academic research — a weighted model for measuring what actually separates high-performing teams from average ones. Draws on Edmondson's psychological safety research and Google's Project Aristotle.
Guide living light through 50 reshuffled crystal puzzles across four difficulty levels and ten luminous color worlds.
LIVE Claim territory and dodge the drifters to reveal the AI-generated artwork hidden beneath.
LIVE Spread your color across the board and claim the majority before you run out of moves.
"Spec is the new code. As AI makes execution abundant, specification becomes the bottleneck."