We watched developers approve bugs in 30 seconds

At recent tech conferences, CodeRabbit transformed code review into a speed competition, revealing insights into developers' real-world review practices. Participants had thirty seconds to evaluate code snippets, highlighting that the speed at which a bug is identified often does not correlate with its obviousness. Conversations with developers revealed recurring themes: many rely on built-in review bots for convenience, despite these tools often being a bottleneck, and some developers use the same coding agents to review code, limiting critical back-and-forth interactions. The idea of building in-house review tools is appealing but often underestimated in terms of cost and complexity. A unanimous sentiment among developers is the overwhelming volume of code, primarily generated by AI, which exceeds the capacity for manual review, making AI code review an essential part of modern software development rather than a supplementary tool.

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