How AI can cut your code review time in half
November 22, 2025
Good morning.
Welcome to this special weekend edition of The Deep View, presented in partnership with CodeRabbit.
Cut Code Review Time & Bugs in Half
Ask any engineering leader where their team loses most time and you will hear the same answer. Senior engineers spend hours on code reviews instead of on architecture and onboarding.
Code reviews are critical but time-consuming. CodeRabbit acts as your AI co-pilot, providing instant Code review comments and potential impacts of every pull request.
Beyond just flagging issues, CodeRabbit provides one-click fix suggestions and lets you define custom code quality rules using AST Grep patterns, catching subtle issues that traditional static analysis tools might miss.
CodeRabbit has so far reviewed more than 10 million PRs, installed on 2 million repositories, and used by 100 thousand Open-source projects. CodeRabbit is free for all open-source repo's.
Ship code that breaks less, review with confidence and keep production stable.
Built for the community: CodeRabbit’s one million dollar open source commitment gives maintainers unlimited free reviews and production grade tooling for public repositories.
Write PRs your team can actually review: Agentic PR Summary and High Level Summary Instructions let you auto fill templates, generate clean structured summaries, and add custom guidance so every pull request is clear, consistent, and ready for review.
See the full impact of every change: With MCP integration, CodeRabbit analyzes tests, documentation, dependencies, related files, and structural patterns to deliver whole picture reviews. Perfect for teams moving toward agent driven workflows.
AI Code Reviews Meet CLI Coding Agents: CodeRabbit CLI brings instant code reviews directly to your terminal, seamlessly integrating with Claude Code, Cursor CLI, and other AI coding agents. While they generate code, CodeRabbit ensures it's production-ready - catching bugs, security issues, and AI hallucinations before they hit your codebase.
Review as you code in your editor:CodeRabbit provides AI-powered code reviews in VS Code, Cursor, and Windsurf. You get free, real-time feedback on every commit before the PR.
CodeRabbit gives every team a senior reviewer who never slows down.
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