THE TRAINER AND THE AGENTS
I did not plan to become a trainer. But here I am, 15+ projects in, with a system of AI agents I built from scratch. Each one shaped by the projects that tested them. 20,000 lines of methodology, a feedback loop that runs both ways, and a system that learns for itself and remembers what I learned even when I forget. Also, very stubborn sometimes, but that’s on me, and that’s why I keep refining how we work together.
Read more84 FEATURES ACROSS THREE DIMENSIONS
Most AI coding tools are built to reduce human involvement. DSM is built to make human involvement worth the time: the human and the AI produce better work together than either would alone, and what they learn carries forward.
Read moreTAKE AI BITE: A FRAMEWORK FOR HUMAN-AI COLLABORATION
AI tools generate faster than humans can review. When the output exceeds what a person can meaningfully engage with, the collaboration quietly breaks: the human stops reading and starts clicking “approve.” The human in the loop becomes decorative, and what they actually bring, direction, judgment, style, goes missing from the work.
Read moreTAKE A BITE
Deliver only what the reviewer can chew. Someone offers you a bite of a cookie. You take a bite the size you will enjoy. Too small and you won’t taste the cookie; too much and it will cause a lot of issues. AI collaboration works the same way.
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