AI-Native Redesign: The Principles Don't Change — Only the Machinery Does

Every organization eventually faces the same design problem: keeping important information stored, current, and reachable at scale. This post frames that as a three-node loop (creation / maintenance / consumption) and works through what redesigning it with AI as a given looks like, as opposed to bolting AI onto a human-first setup. Along the way it recasts earlier posts on cortex — code-graph,…