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

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...

07.23.25
Context engineering: level up your AI code reviews

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...

07.17.25
The art and science of context engineering for AI code reviews

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...

07.16.25
What percentage of your code should be AI-generated?

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. M...

07.08.25
Code guidelines: bring your coding rules to CodeRabbit

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.

07.02.25
Role-based access control (RBAC) for granular permission sets

Role-based access control (RBAC) for granular permission sets

RBAC is now available with three separate roles. Assign different permission sets to different CodeRabbit users.

06.16.25
2025: The year of the AI dev tool tech stack

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...

06.10.25
AI dev tool stack: How engineering teams are using AI

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...

06.10.25
How we built dashboards with a micro-frontend and Grafana

How we built dashboards with a micro-frontend and 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.

06.02.25