14 patterns AI code generators get wrong — and...

AI coding tools ship code fast. That's the point. But fast means they also introduce a specific class of bugs that are easy to miss in review — not because they're hidden, but because they look correct at a glance. After building an automated reviewer specifically for AI-generated code, I've cataloged 14 recurring patterns. Here's what they look like and how to spot them. Although an automated review agent can be helpful, manually spotting these 14 things can also benefit your work when using co