The Return of Consequence

AI code generation tools are shifting software development from a speed-focused discipline to one that prioritizes judgment and decision-making. While AI can now write code in seconds, the real value lies in understanding what to build, recognizing potential failures, and avoiding unnecessary complexity. Experienced engineers remain valuable not for typing speed but for pattern recognition gained from seeing systems fail. As code becomes cheaper to produce, the risk of creating excessive complexity increases, making the ability to decide when not to build more important than ever. This mirrors early computing constraints where careful thinking was necessary due to limited resources.