Whitepapers

AI First Principles

Structure as Substrate for Drift-Free, Model-Agnostic Software Construction

Treat AI-built work as a file-and-folder program: put the guarantees in the structure, not the model’s memory; assign each task to the cheapest correct runtime; AI first, human second — which makes the AI an interchangeable runtime, and that is what delivers autonomy and independence from any one vendor.