Why Your Shipping Speed Hasn't Changed Since You Started Using AI

I'm going to be honest with you. Most engineers using AI assistants today are shipping at the same speed as before. They watched the s, saw the vibe coding videos, and said, " This is going to change everything." And nothing changed. Here's the thing nobody wants to say out loud: LLMs are amplifiers. Not magic. That's it. That's the whole thesis. An amplifier takes whatever signal you give it and makes it louder. If you plug in a clean signal, you get a clean sound. If you plug in noise, you get louder noise. Most engineers are plugging in noise. They open a chat window with zero context.