Graphite AI Code Review

🚀 Quick Verdict

We’re impressed by how Graphite handles the waiting game in software development. It stops the bottleneck where devs sit idle while waiting for someone to look at their code. The stacking feature alone changed how we thought about incremental updates.

Overall Score	8.8/10
Best For	Fast-moving engineering teams
Tested Plan	Team Plan at $40/user
Testing Period	14 days
Biggest Strength	Stacking dependent changes
Biggest Weakness	Steep CLI learning curve
Best Alternative	CodeRabbit

🤔 What Is Graphite?

Graphite is a developer tool designed to sit on top of GitHub. It was built by former engineers from Facebook and Google who wanted to bring high-end internal workflows to every startup. It solves the problem of massive, unreadable pull requests by encouraging smaller, stacked changes.

The platform recently joined forces with Cursor to integrate AI deeper into the coding process. It provides a custom interface and a command-line tool that handles the messy parts of Git like rebasing and syncing automatically. This lets your team focus on writing code rather than managing branches.

⚙️ How We Tested Graphite

We signed up for the Team plan at $40 per user for a 14-day trial. Our team focused on three specific founder-level goals: reviewing a 50-line bug fix with AI, stacking three related feature updates to see if they broke, and setting up automated merge rules for the main branch.

✨ Key Features (What Actually Stood Out)

Graphite feels less like a simple plugin and more like a complete replacement for the GitHub web interface. It’s a great fit for teams already exploring coding automation to ship faster.

• Stacked PRs — This lets devs submit a change, then immediately start the next one on top of it without waiting for a merge. We found this cut down on context switching significantly during our two-week sprint.
• Graphite Chat — An AI assistant that lives inside your pull request. It successfully identified a logic error in our test script and suggested a fix that we applied with one click.
• Merge Queue — This manages the order in which code gets added to your main branch. It prevented us from merging two conflicting changes that both passed tests individually but would have broken the build together.
• PR Inbox — A filtered view of your pull requests that prioritizes what needs your attention. It’s much quieter than the standard GitHub notification bell which usually gets ignored.
• Insights — A dashboard showing how long reviews take. It helped us see that our “quick” fixes were actually sitting for 24 hours before anyone looked at them.

💰 Graphite Pricing — Is It Worth It?

Pricing is per user, which can get expensive for large teams. The Hobby plan is generous for solo founders, but most businesses will need the Starter or Team tiers. You’ll find these tools help with overall productivity by reducing manual Git management.

Plan	Price	Best For	Watch Out For
Hobby	Free	Solo projects	Limited AI reviews
Starter	$20/user	Small teams	Billed annually
Team	$40/user	Growing startups	Unlimited AI reviews

Our pick: Starter — It’s the sweet spot for a small engineering team that wants Slack integration and team-wide insights.

🧪 What We Found During Testing

During our testing, we found that the AI-powered reviews are helpful but not perfect. It’s great for catching obvious bugs and logic errors that a tired human might miss. However, it sometimes missed our team’s specific architectural preferences that aren’t written in a standard rulebook.

A founder in our community who runs a fintech startup told us their senior devs stopped complaining about GitHub notification noise after switching to the Graphite inbox.

⚠️ Limitations We Found

• GitHub Dependency — As of late 2024, it’s heavily built for GitHub. If your team uses GitLab or Bitbucket, you’re mostly out of luck.
• CLI Complexity — The command-line tool is powerful but has its own set of commands to learn. It took our test dev about two days to feel comfortable with the new workflow.
• Collaborator Friction — If only one developer on a team uses Graphite, they might accidentally create messy Git history for others. It works best when the whole team adopts it.

⚔️ Graphite vs Competitors

There are a few other tools trying to solve the code review bottleneck with AI. Here’s how Graphite stacks up against the most common alternatives.

Competitor	Pick it instead of Graphite if…
CodeRabbit	You only want AI reviews and don’t need a new PR interface.
GitHub	Your team has a very simple workflow and doesn’t need stacking.
Greptile	You need an AI that can answer complex questions about your entire codebase.

👍 Pros & Cons

Cleaner inbox than GitHub’s default

✅ Pros	❌ Cons
Reduces waiting time for code reviews	Price per user adds up quickly
AI catches logic bugs before they merge	CLI can be confusing for juniors
Requires team-wide adoption to work well
Automates complex Git rebasing	Limited support for non-GitHub repos

🎯 Who Should Use Graphite (And Who Shouldn’t)

✅ Use it if you:

• Have a team of 3+ developers shipping code daily on GitHub.
• Are tired of seeing massive, 500-line pull requests that take hours to review.
• Want to automate the merge process to keep your main branch green.

❌ Skip it if you:

• Are a solo dev with a very simple Git workflow — use GitHub instead.
• Use GitLab or Bitbucket as your primary repository host.
• Have a team that resists learning new command-line tools.

🛠️ Setup & Onboarding

Setup takes about 10 minutes to connect your GitHub account and install the CLI. The hardest part is getting your team to use the new commands instead of standard Git. The documentation is clear, but expect a few days of “how do I do this again?” from your developers.

❓ Frequently Asked Questions

Is Graphite free for personal use?
Yes, the Hobby plan is free for personal account repositories and includes basic AI features.

Does Graphite replace GitHub?
No, it syncs with GitHub. Your code still lives on GitHub, and your teammates who don’t use Graphite can still see your pull requests there.

What are stacked pull requests?
It’s a way to break a big feature into several small, dependent changes that can be reviewed and merged one by one.

Does Graphite work with GitLab?
Currently, Graphite is focused on deep integration with GitHub and does not fully support GitLab or Bitbucket.

Is the AI code review accurate?
It’s great for catching bugs and logic errors, but it won’t replace a human for high-level architectural decisions.

What happened with the Cursor acquisition?
Graphite joined Cursor to build more integrated AI tools, but the platform continues to operate as a standalone code review tool.

Looking for more tools like this? See all coding tools we’ve reviewed →