I built a security scanner for AI-generated code — here's what it found

Vibe coding is everywhere. You prompt Claude or ChatGPT, paste the output, ship it. Fast. But here's the problem nobody talks about: AI models consistently produce the same security mistakes, over and over. I spent the last few months building a scanner specifically for this pattern. Here's what I found. The Problem With AI-Generated Code When an LLM writes code, it optimizes for working code, not secure code. And it tends to make the same class of mistakes: # AI loves this pa...