CodeRabbit Blog

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May 14, 2025

CodeRabbit for VS Code Is Here — Free AI Code Reviews

Instant reviews in your editor eliminate review bottlenecks. Built for Cursor, Windsurf and all VS code forks.

Featured

July 23, 2025

GitHub Copilot best practices: 10 tips & tricks that actually help

Copilot has quickly become a staple in the modern developer’s toolkit. Powered by OpenAI’s models, it offers AI-driven code suggestions based on what you’re writing — right in your editor. Used well, it can significantly boost productivity. Microsoft...

July 16, 2025

The art and science of context engineering for AI code reviews

The difference between a mediocre and exceptional AI agent comes down to one thing: context. Context engineering has recently become a buzzword. In late June, Shopify CEO Tobi Lutke tweeted about it and Andrej Karpathy chimed in to point out that goo...

July 16, 2025

Good code review advice doesn't come from threads with 🚀 in them

Bad code review trends you should definitely not follow

July 08, 2025

What percentage of your code should be AI-generated?

We’ll come clean: That title is mostly clickbait. This isn’t an article where we tell you that 20% or 30% or even 50% of your codebase should be AI-generated. We’re writing this because it’s looking like very soon someone could be telling you that. ...

July 02, 2025

Code Guidelines: Bring your coding rules to CodeRabbit

Coding Guidelines automatically scans .cursorrules, .copilot-instructions, and other coding standards as part of our context enrichment process.

June 10, 2025

AI dev tool stack: How engineering teams are using AI

In our last post, we covered why we think 2025 is the year of the AI tech stack, the layers in the stack, and even shared some sample stacks we’ve been seeing teams using. Here, we'll dive deeper into how teams are actually putting these tools to wor...

June 10, 2025

2025: The year of the AI dev tool tech stack

In April, Microsoft and Google announced that AI is generating 30% of the code at their companies. That indicates that AI coding tools have entered a new phase. They’ve become a significant part of engineering workflows – even at large, enterprise co...

June 02, 2025

How we built dashboards with a micro-frontend & Grafana

Modern dev teams rely on data. Without analytics, how would you know if your team is improving its deployment velocity and code quality over time? At CodeRabbit, we want teams to have the data that matters when it comes to tracking their performance....

May 29, 2025

Pipeline AI vs agentic AI for code reviews: Let the model reason — within reason

AI has changed what code reviews can be. We’ve gone from static rules and regex-based linters to systems that can actually read a diff and respond with feedback that resembles what a senior engineer might say. That’s real progress. But as companies l...

Announcements

September 30, 2024

Announcing CodeRabbit Startup Program

In the startup world, speed and quality are often seen as tradeoffs, with AI-powered code reviews you can have both. Startups and small dev teams face numerous challenges shipping code day-to-day while navigating tight deadlines, and meeting user exp...

August 13, 2024

CodeRabbit Announces $16M Series-A Funding Led by CRV

Exciting news! CodeRabbit has secured a $16 million Series A funding round, with CRV leading the charge. This funding will help us accelerate our mission to transform code quality, security and developer productivity with AI. Reid Christian, General ...

All articles

July 23, 2025

GitHub Copilot best practices: 10 tips & tricks that actually help

July 17, 2025

Context Engineering: Level up your AI Code Reviews

Context is everything – especially in code reviews At CodeRabbit, we have engineered the most context-rich code reviews in the industry. While other code review tools might skim the surface and settle for just “codebase awareness,” we go deeper. We p...

July 16, 2025