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1h ago

Is Code Review becoming a total bottleneck in your team, or is AI making it worse?

As teams ship faster with AI coding assistants (Claude Code, Cursor, etc.), the volume of PRs has skyrocketed. But the time engineers spend reviewing code hasn't scaled at all.

I've seen two sides to this lately:

  1. Teams where PRs sit in queue for 2 3 days, creating a massive pipeline bottleneck.

  2. Teams trying AI reviewers, but ending up with automated spam comments that nobody reads.

I m curious how your team handles this:

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3d ago

CodeCrab - 100% local-first AI pull request reviewer

CodeCrab is a native desktop app that reviews Pull Requests in seconds using your local CLIs. 100% client-side — your code never leaves your machine.