All articles — Page 4
Security at AI speed: You can’t fix what you can’t detect and understand
More security flaws are going into AI-generated code while faster exploitation is coming out. That is why code security deserves attention now more than ever.
The case for monorepos, and what they cost you
Monorepos keep shared code in sync but make every bad PR everyone's problem. Here's when to commit to one, when polyrepo wins, and how to review at scale.
Claude Sonnet 5 review: Coding, code review, and cost
Compare Claude Sonnet 5 with Sonnet 4.6 and flagship models using hands-on coding work, CodeRabbit review results, and practical cost trade-offs.
CodeRabbit Agent is now in Discord
Bring the CodeRabbit Agent into your Discord server. Turn channels into workspaces where CodeRabbit investigates, plans, automates, and does real code work.
Meet the Overview page: The pull request home page you actually wanted
The Overview page is a single PR-level home that answers what a PR is and whether it can merge: one answer for the reviewer, one for the author.
Loop engineering: designing loops you can actually walk away from
Loop engineering allows you to step away completely by designing a system that operates autonomously, removing the human from the loop entirely.
How a hackathon project turned into my work at CodeRabbit
How Ayush Sridhar CalHacks Hackathon project turned into an SWE internship with CodeRabbit
GitHub gives maintainers a throttle for the AI pull request surge
GitHub is giving open source maintainers new controls to limit concurrent PRs from outside contributors. Here's how the platform is addressing the maintainer burnout caused by AI-generated contributions.
The more AI writes the code, the more review needs independence
An independent reviewer becomes the safeguard that keeps teams moving fast without sacrificing quality because the system that writes code should not be the same one deciding whether it is safe to ship.