TL;DR: The real cost of AI agents isn’t tokens or tools; it’s misalignment that shows up as rework, slop, and slowed teams. The conversation everyone is having (and why it misses the point) Most conversations about AI coding agents sound like a fant...
Benchmarks 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...
The year 2025 will be remembered as the moment AI-assisted software development entered its acceleration era. Improvements in the capabilities of coding agents, copilots, and automated workflows allowed teams to move faster than ever. But alongside t...
AI agents can write code, they can refactor code, they can even explain code. But they don’t review code like a senior engineer. They don’t consistently look for subtle bugs. They miss security risks.
Code review is where you catch the things you missed. Fixing them shouldn’t feel like Groundhog Day. CodeRabbit already flags issues in your pull requests and gives you ready-to-use prompts for your AI coding agents. You click Prompts for AI, copy th...
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 ...
TL;DR: The real cost of AI agents isn’t tokens or tools; it’s misalignment that shows up as rework, slop, and slowed teams. The conversation everyone is having (and why it misses the point) Most conversations about AI coding agents sound like a fant...
There's a gap between a ticket and meaningful code. Your ticket says, "Add dark mode support." Great, but what does that actually mean in code? Which files need changes? What patterns does the codebase already use for theming, and are there shared ut...
For decades, the software development lifecycle has followed a familiar timeline. You create an issue, assign the work, manually write the code, get several peers to review it, test it, and ship. Each step took a relatively predictable amount of time...
A decade ago I led a DevOps transformation in a German company: clouds, containers, a lot of automation. I thought tooling would be the hardest part of the transition: little did I know. Neither Kubernetes configs nor CI/CD pipelines were the hard pa...
CodeRabbit recognizes the growing need to support open source software (OSS), especially as AI accelerates the development landscape. While AI makes writing code faster and increases the frequency of pull requests, the time and effort of maintainers ...
In the 1996 film Jerry Maguire, Tom Cruise’s famous phone call, where he shouts “Show me the money!” cuts through everything else. It’s the moment accountability enters the room. In AI-assisted software development, “show me the prompt” should play ...
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