AI TransformationEngineering
How to Judge AI Output Like a Senior Engineer
AI writes code — but it doesn’t understand trade-offs. The new skill isn’t coding faster; it’s auditing smarter.
Introduction > AI can write your code — but can it reason about your system? That’s the difference between output and architecture — and it’s where human engineering still leads. --- 1. The Illusion of Progress Ask any developer experimenting with AI-generated code — it feels magical at first. You get working results instantly, but most of the time, they aren’t built to last. AI nails syntax, not structure. It doesn’t consider scale, readability, or system dependencies. It gives y...