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CodeRabbit is an AI-powered platform that offers a new approach to code reviews. It gives context-aware evaluations that are akin to those given by humans. This improves the standard of the code, decreases the duration and hard work needed for comprehensive manual code reviews, and accelerates software delivery. CodeRabbit is utilised by numerous organisations to refine their code review process. It is certified under SOC 2 Type 2 and GDPR and does not rely on customer specific code for training.
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The PR summaries, auto-generated diagrams and tables providing an overview of changes in each file ended up being the most helpful things for our team. This helped the code reviews to be much simpler, removing the need to be familiar with the projects beforehand. It is also beneficial to prevent potential issues and improved code quality since it suggests them right away after PR is raised makes it a must have.
the reviews are good, the CLI and plugins for IDEs are better
- you can use it for more than just code reviews. it helped our new engineers onboard faster by adding context about the codebase they inherited - they finally launched extensions for VS code which has been helpful in shortening code feedback time and mitigate the need for PR review comments later on. reducing the overall time spent to get ample feedback - they have a pretty strong policy about not bringing knowledge/training data back to their general model
It needs time to be trained since some recommendations might not be helpful all the time. They might cause the code to break, so there becomes a need to review the comments and make sure that they are helpful or needed.
Permissions are not granular Adding and removing users is only done in the UI, which is slow and difficult to manage for big organizations
- it can lead to false negatives sometimes. I noticed that it can point out signature errors in a function, even though the function is not used - works well for small repos, but it starts to get choppy and drag performance when working with a larger, monolithic repo - customer support is almost non-existent. you're better off troubleshooting amongst peers or finding solutions online