pull request review

Before a Code Change Goes In, We Check Everything It Touches

A picture guide to ByteBell's PR review and Verify: what they check, what the report looks like, and what the two latest real reviews cost — $0.89 and $1.68.

We Measured Grep on Real Codebases. Here's What Actually Breaks.

We measured how coding agents search with grep on Home Assistant and Saleor: about 150 model runs and 13 million tokens. Grep finds the files, then buries them in noise, and it can't follow inheritance or code that never says the name. A bigger model doesn't fix it.

The Diff Is the Wrong Unit of Review, and CodeRabbit Is Built on It

A pull request changes 11 lines, the tests pass, every automated reviewer approves, and three weeks later a reporting service is quietly returning wrong revenue. Nothing about the diff was incorrect. What was wrong lived in another repository nobody in the pipeline had read. This is where diff scoped review has nothing to say, and it is now the majority of what breaks in a large organisation.