I got tired of reviewing pull requests that looked fine until they weren’t.
The code compiled.
The tests passed.
The feature worked on the surface.
But inside the diff, there would be things that should never have made it that far.
I got tired of reviewing pull requests that looked fine until they weren’t. The code compiled. The...
I got tired of reviewing pull requests that looked fine until they weren’t.
The code compiled.
The tests passed.
The feature worked on the surface.
But inside the diff, there would be things that should never have made it that far.

I got tired of reviewing pull requests that looked fine until they were not. The code compiled. The...

AI wrote a function for me last week It worked Tests passed Edge cases handled I shipped it. But...

We are all using AI to write code now. Whether it's Claude Code, Aider, or Copilot, the speed is...

A layered code review pipeline that pairs deterministic gates with an LLM reviewer to catch the boring bugs humans skim past on…

AI slop in code is not just broken output. It is generated code that passes tests while making the...

CCA-Audit — open source (MIT) AI code review has a trust problem, and it's not that it misses bugs....