AI & Product Management
From Prompt Engineer to Specification Engineer: How AI is Restructuring Product Management
AI is transforming product management beyond prompt engineering toward specification engineering—the ability to architect reliable AI workflows within product systems. This creates a new category of AI Product Managers who bridge strategy and implementation, requiring model literacy, integration arc