+−⟲ Traditional: the line Plan Design Build Test Deploy Maintain One slow loop back is a new release cycle. AI-native: the loop Plan Design Build Test Deploy Maintain Claude Hours, not weeks, with humans above the loopinstigating, directing, and governing.