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Code Review Workflow (explained in 2 mins or less):

Code, Commit, Review Handoff CodeRabbit review comment context to any AI Coding Agent of your choice. Works natively with VSCode, Cursor, Windsurf, Claude Code and Codex CLI!

AI is making code reviews faster (and better). Here’s how: Without AI, by the time a PR is reviewed, the engineer has often moved on. Context is cold. Iteration is slow. That's why CodeRabbit provided not just code reviews in pull requests, but in the IDE. They've just taken…

Pro tip: Enable codex code reviews, it's been described multiple times to me as superhuman in its ability to spot subtle flaws. Navigate to chatgpt.com/codex, speedrun the onboarding, enable for your repos in the settings. Enjoy deep reviews on every PR.

Code reviews Codex goes beyond static analysis—it checks a PR against its intent, reasons across the codebase and dependencies, and can run code to validate the behavior of changes. Set it up to auto-review new PRs in your repo, or tag @ codex.

What to focus on during a code review? Don't waste your time with automatable formalities like code style. Rather spend your review budget on those aspects which will be hard/expensive to change later on. The "Code Review Pyramid" provides some guidance on what to look for.

Excited to release v1 of /review in the Codex CLI! You can now use gpt-5-codex to investigate and find critical bugs in your code. Check it out and let us know if you have any feedback!

I am proud to share the announcement about our CodeMender project at @GoogleDeepMind, an agent that can automatically fix a range of code security vulnerabilities. From only a modest-compute run, our agent submitted 72 high-quality fixes to vulnerable code in popular codebases,…

making mini version of @coderabbitai . here is how my agentic review system works pr webhook sent by github bot -> backend starts the process by taking up the file differences -> chunks it -> sends to llm and get review-> post comment on pr more changes on the way...

Have you tried using GitHub Copilot for automated code reviews? If not, you definitely should! I have it review every one of my pull requests, and it consistently catches valuable issues. It's also great because it integrates seamlessly into my GitHub workflows through the user…

Building an AI-Powered Code Review Platform → Built with Next.js 15, TypeScript, TailwindCSS, and OpenAI API → Accepts code input → sends to API route → analyzes using GPT model → returns AI review → Frontend handles user input and displays clean feedback → Optional…

Shared some thoughts on ways to make a codebase more productive for AI coding tools, surprisingly none of which involve AGENTS/CLAUDE md files simonwillison.net/2025/Oct/25/co…

𝗚𝗼𝗼𝗱 𝗰𝗼𝗱𝗲 𝗿𝗲𝘃𝗶𝗲𝘄𝗲𝗿𝘀 𝗱𝗼𝗻'𝘁 𝗿𝗲𝗮𝗱 𝗹𝗶𝗻𝗲-𝗯𝘆-𝗹𝗶𝗻𝗲 Instead, they constantly sync three layers: 𝟭. 𝗣𝘂𝗿𝗽𝗼𝘀𝗲 (What problem are we solving?) 𝟮. 𝗜𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 (How does the solution work?) 𝟯. 𝗦𝘁𝗮𝗻𝗱𝗮𝗿𝗱𝘀 (Does it fit our…

Excited to share early results about CodeMender, our new AI agent that automatically fixes critical software vulnerabilities. AI could be a huge boost for developer productivity and security. Amazing work from the team - congrats!

Nothing beats a second set of eyes. Get a code review from Copilot so your teammates never see the silly mistakes. Copilot does not judge.

We shipped code review! It's a custom model that's truly stellar, and working with it in GitHub is a lot of fun. Recent real example:

Did you ever try @coderabbitai (AI codereviwer). It literally draws out the chart of your app data flows, network requests, sequence diagram, and summary in detail, and also tells the issues in your PR.

最近关于 Code Review 的讨论挺多的，尤其是 Vibe Coding 流行起来之后，大家产出的代码量越来越多（指挥干活就是快），这里呼吁大家还是爽的同时还是要关注 AI 生成代码的质量。 这里我推荐 Google 的 github.io 里面唯一的一篇工程实践，就是…

Code reviews aren’t audits; they’re design conversations that catch edge cases before users complain. Be curious, be kind, ship better products together. #CodeReview

🚨 Google just released CodeMender! - What it is: A new AI-powered agent by Google DeepMind. - What it does: Automatically finds and fixes software vulnerabilities. -How it works: Uses Gemini Deep Think models and advanced tools to identify and correct security flaws.