Claude Opus 4.7 outperformed in 100 evaluations across real open-source pull requests—finding more real bugs, delivering more actionable feedback, and reasoning across files better than anything we’ve tested.
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...
A stolen OAuth token brought down Vercel's internal systems. Learn the three security lessons every enterprise should take from this developer supply chain attack.
GPT-5.5 benchmark results from CodeRabbit show improved code review precision, higher signal, and better performance in real workflows.
The IDE is no longer the center of software development. Learn how AI powered operational interfaces like CodeRabbit’s Agent for Slack are transforming engineering workflows, reducing context switching, and redefining developer productivity.
Fifty years of SDLC evolution pushed engineering toward shared understanding. Coding agents reversed the trend in 18 months.
CodeRabbit's planning layer is built on Claude to catch costly assumptions before coding begins, helping teams ship better, more reliable AI-generated code, faster.
Claude Opus 4.7 outperformed in 100 evaluations across real open-source pull requests—finding more real bugs, delivering more actionable feedback, and reasoning across files better than anything we’ve tested.
Get AI-powered code reviews without leaving Codex. The CodeRabbit plugin runs reviews inside your session, catches bugs before PRs, and requires zero workflow changes to set up.
Traditional RAG-based code review misses cross-repo breaking changes. Learn why agentic code review delivers precise, real-time multi-repository impact analysis.
our settings page became a wall of options that overwhelmed a lot of users. Here's how we solved it and what we learned along the way.
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