coderabbit.aiDevelopers are dead? Long live developers.Predictions about the end of programming are nothing new. Every few years, someone confidently announces that this time developers are truly finished. If you listened to these self-proclaimed Nostradamuses, devs were previously set to be replaced by ...Feb 12·8 min read
coderabbit.aiWhy users shouldn’t choose their own LLM models: Choice is not always goodGiving users a dropdown of LLMs to choose from often seems like the right product choice. After all, users might have a favorite model or they might want to try the latest release the moment it drops. One problem: unless they’re an ML engineer runnin...Jan 9·7 min read
coderabbit.aiAn (actually useful) framework for evaluating AI code review toolsBenchmarks promise clarity. They’re supposed to reduce a complex system to a score, compare competitors side by side, and let the numbers speak for themselves. But, in practice, they rarely do. Benchmarks don’t measure “quality” in the abstract. They...Jan 9·11 min read
coderabbit.aiOur new report: AI code creates 1.7x more problemsWhat we learned from analyzing hundreds of open-source pull requests. Over the past year, AI coding assistants have gone from emerging tools to everyday fixtures in the development workflow. At many organizations, a part of every code change is now m...Dec 17, 2025·7 min read
coderabbit.aiBehind the curtain: What it really takes to bring a new model online at CodeRabbitWhen we published our earlier article on why users shouldn't choose their own models, we argued that model selection isn't a matter of preference, it's a systems problem. This post explains exactly why. Bringing a new model online at CodeRabbit isn't...Dec 5, 2025·6 min read
