A view on engineering in the AI age
AI is powerful. That is no longer a theoretical point.
I spend far less time writing code from scratch than I used to. With a short prompt, I can generate something that would have taken hours or days before. I use that constantly now, and I don’t think there is any serious way to deny that the economics of building software have changed.
The alert came in during business hours.
A seller-facing marketplace listing page was showing incorrect items. Products that should never appear in standard listings were suddenly visible. This wasn’t a cosmetic issue. It was a correctness problem in a read path users relied on.
Most systems start with auto-increment IDs because it’s the easiest possible thing that works. The database hands you numbers, you store them, life is good. There’s something comforting about watching IDs tick upward in perfect sequence—12345, 12346, 12347.
