Why the Best AI Coding Starts Before the First Line of Code

This workflow shifts the focus from using AI as a mere code generator to a tool for rigorous planning and stress-testing mental models. It highlights how proactive documentation and AI-driven architectural interviews can preserve software maintainability while leveraging the speed of automation.