tl;dr: AI coding tools are like steak machines: they can follow recipes at scale but can't understand what you actually want or judge quality. Paying for premium AI products, agencies, or new frameworks often yields the same mediocre results because everyone's using the same underlying models. To build good software with AI, you still need to understand software deeply enough to specify requirements, evaluate output, and recognize when the machine is confidently wrong.