Reports & Guides
Developer Tool Vendor Security Assessment
Enterprise security teams move fast, but vendor due diligence can't be an afterthought. This four-page assessment guide covers the 10 questions your security, procurement, and engineering leadership must ask any developer tool vendor before granting access to your repositories or build systems. From sandbox isolation and token scoping to breach notification SLAs and SIEM integration, it gives you the framework to separate serious vendors from ones with weak answers.
State of the AI vs. Human Code Generation Report
CodeRabbit brings AI code reviews to the forefront, automating and enhancing the review process to ensure higher code quality while saving time and effort.This comprehensive new report analyzed 470 real-world open source pull requests and found that AI-generated code introduces 1.7x more defects across every major category of software quality – including logic, maintainability, security, and performance.
Cheat sheet: Agentic coding CLI commands
AI coding agents are changing how developers write and ship code — but without the right commands at your fingertips, you're losing time to documentation tabs and trial-and-error. This two-page quick reference covers the most popular CLI commands, flags, slash commands, keyboard shortcuts, and permission modes for today's most popular agentic coding tools, plus a built-in CodeRabbit integration that runs a full implement-review-fix loop autonomously.
Cheat Sheet: 10 prompting tips for better AI-assisted code
AI is accelerating code generation, but without structure, it increases risk. CodeRabbit’s latest research found that AI-generated code contains 1.7× more issues, including 75% more logic errors. This comprehensive guide outlines 10 proven techniques that reduce defects in AI-assisted development — from codifying context in configuration files to using tests as verifiable specifications and breaking work into reviewable chunks.
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