I'm going to be honest with you. Most engineers using AI assistants today are shipping at the same speed as before. They have Cursor. They have Claude Code. They watched the demos, 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. No specs. No planning. No clear definition of what they're building. They ask the model to write a feature; it generates something; they copy it; it breaks; they debug for two hours; they paste the error back in; it generates a fix that breaks something else. And they call that AI-assisted development. That's not development. That's chaos at 10x speed.…