惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

T
Threatpost
Hacker News: Ask HN
Hacker News: Ask HN
C
Cisco Blogs
P
Privacy & Cybersecurity Law Blog
C
CERT Recently Published Vulnerability Notes
P
Palo Alto Networks Blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
L
Lohrmann on Cybersecurity
T
Threat Research - Cisco Blogs
Schneier on Security
Schneier on Security
S
Securelist
N
News | PayPal Newsroom
I
Intezer
H
Hacker News: Front Page
P
Privacy International News Feed
Recent Commits to openclaw:main
Recent Commits to openclaw:main
G
GRAHAM CLULEY
A
About on SuperTechFans
P
Proofpoint News Feed
Application and Cybersecurity Blog
Application and Cybersecurity Blog
Project Zero
Project Zero
Cloudbric
Cloudbric
N
News and Events Feed by Topic
大猫的无限游戏
大猫的无限游戏
Attack and Defense Labs
Attack and Defense Labs
博客园 - 叶小钗
S
Security @ Cisco Blogs
L
LINUX DO - 最新话题
月光博客
月光博客
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
S
SegmentFault 最新的问题
博客园 - Franky
博客园 - 三生石上(FineUI控件)
IT之家
IT之家
博客园 - 聂微东
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
GbyAI
GbyAI
Google DeepMind News
Google DeepMind News
I
InfoQ
有赞技术团队
有赞技术团队
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
博客园_首页
Microsoft Azure Blog
Microsoft Azure Blog
S
Security Affairs
Apple Machine Learning Research
Apple Machine Learning Research
腾讯CDC
Security Archives - TechRepublic
Security Archives - TechRepublic
V
Vulnerabilities – Threatpost
T
The Blog of Author Tim Ferriss
Scott Helme
Scott Helme

Graphite blog

Introducing Code Tours: a new way to review Introducing Cursor Cloud Agents in Graphite Building the future of software development with Cursor Reimagining the PR Page: Designing for speed and focus Graphite changelog [11-20-2025] Graphite changelog [11-04-2025] Graphite changelog [10-16-2025] The future of engineering is collaborative (and already here) Meet Graphite Agent: the next evolution of AI code review Introducing frozen branches: A safer way to build on your teammates’ work Graphite changelog [09-17-2025] How we sped up code search for Graphite Chat AI is writing code—here's why it also needs to review that code How I got Claude to write code I could actually ship How we built the first stack-aware merge queue (and why it matters) How we organize our monorepo to ship fast Graphite brings stacking to Tower Code review tooling: Should you build or buy? Making AI code review available to everyone Introducing: The new Graphite + Linear integration Graphite raises $52M and launches Diamond to reimagine code review for the age of AI Why AI will never replace human code review How stacked PRs unblock distributed development teams Graphite is going to Developer Week 2025 Beating the end of year code freeze How Graphite’s eng team ships code remarkably fast Why we chose Anthropic's Claude to power Graphite Reviewer AI code generation will remain fragmented How we redesigned Graphite's landing page in-house Introducing Graphite Reviewer: your AI code review companion How AI code review reduces review cycles to improve developer productivity What if you could get instant feedback on your code? The new developer toolchain Not Rocket Science - How Bors and Google’s TAP inspired modern merge queues Graphite's State of code review 2024 How Google migrated billions of lines of code from Perforce to Piper Going from 0 to 1: How to write better unit tests when there are none Speed up your merges: Parallel CI is now generally available for teams using Graphite’s merge queue Down for less than four minutes a month: how AWS deploys code BitKeeper, Linux, and licensing disputes: How Linus wrote Git in 14 days Graphite is now free for startups and open source projects Launch week wrap-up (May 2024) Reduce CI costs for Buildkite and GitHub Actions Cheaper CI & faster merging with batching How Google does code review The technical learning curve at a startup is gentler than you might think Graphite will now automatically rebase your partially-merged stacks Multiple engineers can now seamlessly collaborate on the same stack of PRs Do you ever outgrow GitHub? From the 80's to 2024 - how CI tests were invented and optimized Graphite changelog [4/10/2024] 🎺 Graphite changelog [4/25/2024] 🐸 How Stack Overflow replaced Experts Exchange How GitHub monopolized code hosting Graphite changelog [3/27/2024] 🤝 The core principles of building a good AI feature Onboarding roulette: deleting our employee accounts daily Graphite changelog [3/13/2024] 🚁 Why Facebook doesn’t use Git How to recreate the Phabricator code review workflow Types of code reviews: Improve performance, velocity, and quality What's the best GitHub pull request merge strategy? Phabricator vs GitHub vs Graphite: How do they stack up? Improving team velocity through better pull request practices Moving fast breaks things: the importance of a staging environment Building trust as a software engineer Keeping code simple: moving fast by avoiding over-engineering What's better than GitHub pull request filters? The Graphite pull request inbox 7 Best Phabricator alternatives for PR stacking + code review [2024] Accurate eng estimations: predicting and negotiating the future Tracking and understanding GitHub PR stats: A step-by-step guide 8 pull request best practices for optimal engineering What’s next for Graphite Graphite Q1 Launch week: Stacking with the tools you love Graphite Q1 Launch week: Making stacking seamless Accelerating code review The Mom Test How to use stacked PRs to unblock your entire team Graphite Q1 launch week 2024 The practical and philosophical problems with AI code review Empirically sup code review best practices Call site attribution: how to pinpoint rogue SQL queries throttling your performance Every engineer should understand git reflog Post mortem: we took 124 seconds from you, here's 378 back Your GitHub pull request workflow is slowing everyone down Optimizing CI/CD workflows for trunk-based development Why we use AWS instead of Vercel to host our Next.js app How large pull requests slow down development 3 key lessons in application server optimization Trunk-based development: why you should stop using feature branches Git was built in 5 days Why large companies and fast-moving startups are banning merge commits How long should your CI take? Experimenting with AI code review CRA to AppRouter in 5 Steps: A case study with Graphite Graphite Changelog [10/18/2023] The comprehensive guide to writing the best PR title of all time How 10,000 Developers All Contribute to the same Repo
Introducing Graphite Chat
Merrill Luts · 2025-08-19 · via Graphite blog

Cursor Cloud Agents are now in Graphite. Create, review, and ship without leaving your PR.

author

Merrill Lutsky

Aug 18, 2025

AI has fundamentally changed how we write code—one developer can now generate in minutes what used to take an entire team days to produce. The acceleration of software over the past year has been wildly impressive, but the rest of the development lifecycle is struggling to keep up with the flood of new code. Writing the code is no longer the bottleneck—today’s developers need tools that let them review and ship as quickly as AI now enables them to create.

Graphite is building those tools. We started with Graphite Agent (formerly known as Diamond), an AI code review agent that provides immediate suggestions and fixes on every pull request. Graphite Agent has reviewed millions of PRs across thousands of customers, including massive teams like Snowflake, Duolingo, and Ramp. But simply adding AI comments to every PR feels somewhat like GitHub Copilot tab complete did in 2023: an exciting glimpse of the future, but fundamentally limited and static. Cursor changed everything by making your IDE feel like a true collaborator. Today, Graphite does the same for the pull request. 

We’re excited to announce our newest feature: Graphite Chat

Developers can now chat with Graphite directly in their pull requests to understand code changes, ask for improvements, get suggested fixes, and apply them instantly. You’ll never have to switch tabs or hunt for context again; you can just ask, fix, and commit all in one place. This is code review, in conversation.

What you’ll get with Graphite Chat

Graphite Chat is now live in beta and free during this period for all Graphite users. With Graphite chat, you can:

  • Understand the diff without digging. Highlight any lines, ask a question, and Chat will respond based on the full codebase and linked PR history. It knows the code you’ve already reviewed.

  • Get instant, customized suggestions. Need a test? A refactor? Pattern mismatch? Chat understands your code style based on existing code and can offer customized fixes. 

  • Make changes in seconds—not minutes. Use the Chat-powered IDE to review suggested changes in context. You can add lines, run tests, and commit changes–no local checkout required. 

  • Merge when ready. Once you’ve incorporated edits into your PR, you can merge those changes without ever having to leave the same window. 

Same tool, two ways to win

Graphite Chat is designed for both sides of the pull request, whether you’re the author or a reviewer. When you’re reviewing code, Graphite Chat gives you all of the context you need, when you need it. You can highlight unfamiliar logic and ask what it does. Or, you can ask if a PR follows your team’s patterns, whether it has test coverage, or if it introduces regressions. Conversely,  when you create  a PR, you don’t have to wait for a teammate’s review: Graphite Chat can proactively identify improvements, suggest refactors, and help fix test failures or linting issues. No matter the question, Chat gives you grounded answers from the codebase, your CI pipeline, and even the web, all without needing to leave the PR. What used to take a dozen comments and multiple context switches now takes a minute of conversation with Graphite.

Whether you’re reviewing or authoring, Graphite Chat easily slots into your workflow:

For reviewers

  • Ask questions like “What does this new helper do?” or “Could this cause a race condition?”

  • Chat calls attention to security concerns, outdated APIs, or test coverage issues.

  • When fixes are ready, apply them from Chat and hit “Merge,” all without switching context.


For authors

  • Instead of waiting for human feedback, ask “What can I improve?” or “Why is CI failing?”

  • Chat can resolve reviewer comments (and even fix CI) with one click.

  • Preview edits, commit, and merge, all in place so you can ship faster and cleaner.

Code smarter, ship faster, start chatting

Graphite users can access Chat completely for free with unlimited responses during the beta. Just open Graphite, open any pull request, click “Ask Graphite,” and chat your way from comment to commit. Or you can use the keyboard shortcut `command + ;` to open the Chat window. Welcome to the new standard for AI code review–we can’t wait for you to join the conversation!

Related articles