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...
In practice, developers experience AI code review through the comments it leaves on pull requests: how often it finds real issues, how much noise it produces, and how actionable its feedback is. To an
Code was never meant to be read. We just had no alternative. Consider a real-world example: a production payments service with layered retry logic, idempotency keys, circuit breakers, feature flags, a
All development teams claim to have pr standards, which often include requirements like: "Ensure docstrings are added," "Reference the associated issue," and "Avoid logging sensitive information." Def
TL;DR: NVIDIA Nemotron 3 Super delivers high accuracy and faster throughput in CodeRabbit's self-hosted AI code reviews. We are happy to share that CodeRabbit is expanding its support for the NVIDIA N
CodeRabbit now supports unlimited reviews using CLI, helping you to perfect code while running your agentic coding loops with Claude code, Codex and more! Buy credits, use them at your own pace, and g
If you've ever merged a pull request that passed every check, looked clean in review, and then broke a downstream service ten minutes later…you already know the problem. When your architecture spans m
A year is an eternity in AI time. In February 2025, Andrej Karpathy dropped a tweet-sized cultural marker into the software world: “vibe coding.” The phrase stuck because it captured a visceral shift
Martian publishes code review benchmark with CodeRabbit topping the F1 scores
Over the past few months, one refrain has been heard consistently in open source communities: “AI slop.” It shows up in LinkedIn discussions from CEOs who rarely complain publicly. It shows up in Re
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