Cursor code review

Cursor code review refers to the review capabilities built into or acquired by Cursor: Bugbot, its native review agent, and Graphite, the code review platform it acquired in December 2025. Together they scan pull requests and local diffs for bugs and logic errors before code merges.

Because both tools run inside or alongside the same platform that generates the code, Cursor code review is IDE-centric and PR-scoped by design. It’s built to help a developer ship faster, not to provide an independent check on whether that code meets an organization’s standards.

That gap is why teams often pair Cursor with an independent review layer like Qodo, one with no hand in writing the code, rather than relying on Cursor’s own review tools alone. Two separate products carry the "review" label under Cursor’s own roof: a review agent built into the editor, and an acquired platform being folded into it. Neither is designed to be that independent layer on its own.

What Cursor Code Review Checks

Cursor’s review capabilities split across two products, each covering different ground:

Product	What it checks	How it works
Bugbot	Bugs, logic errors, and other issues in a PR or local diff	Built directly into the Cursor IDE and Cloud Agents; runs in the same session that generated the code
Graphite	The same category of issues, plus PR structure and merge sequencing	Stacked pull requests, merge queues, and its own AI review agent called Diamond; acquired by Cursor in December 2025 and being integrated into the editor over time

As of March 2026, Cursor Cloud Agents can create, review, and ship pull requests directly inside Graphite, meaning a single company now owns both the model that writes the code and the products that check it.

What Cursor Code Review Doesn’t Do

A few things fall outside what either Bugbot or Graphite is built to catch:

Limitation	Why it happens	Effect
Diff-scoped review	Bugbot and Graphite review the local diff and the individual PR	Misses issues that only show up in the full repository or related services
No cross-repo context	Review doesn’t reason across the codebase or other repos	Can’t catch patterns behind a recurring bug
Advisory only	Findings are comments, not enforced rules	Nothing blocks a merge; consistency depends on the reviewer acting on it
Same-system authorship	The company that builds the model also builds the checker	Review has no independent stake in the outcome

How Does Qodo Support Cursor Code Review?

Qodo reviews what Cursor writes without sharing Cursor’s assumptions about it. It never generates the code, so it has no stake in defending it.

Qodo checks every change against your repository history, your architecture, and the rules your team has already agreed on.

Bugbot and Graphite operate inside the same environment that generated the code, which caps what they can catch. Qodo closes each of the four gaps above by reasoning across repositories instead of a single diff, and by enforcing a rule rather than just flagging it.

	Cursor	Qodo
Optimizes for	Developer speed inside one editor	Whether the result is safe for everyone else
Question it answers	"Did this move faster?"	"Can the organization trust this in production?"

What Separates Qodo

What separates them	Cursor	Qodo
Independence	The system that writes the code also grades it	A separate system with no authorship of the code it reviews
Scope	Local files and the current diff	Full codebase, reasoning across repositories
Portability	Tied to one editor	Runs on GitHub, GitLab, Bitbucket, and Azure DevOps

Relevant Qodo capabilities:

Context Engine and cross-repo reasoning
Rules with full lifecycle management
Multi-agent review, part of the Git plugin
Governance record in the AI Code Review Platform Portal

Qodo’s Take on Cursor Code Review

Cursor acquiring Graphite validates the category rather than closing it. Review matters enough that a velocity company bought its way into it. But the scope stays the same after the acquisition: Cursor optimizes developer velocity inside one IDE, and Qodo governs quality across the organization. Bugbot flags issues. That’s review assistance, not review assurance.

Example: Catching a Duplicate-Charge Risk Bugbot Missed

A coding agent in Cursor adds retry logic to a payment worker and generates unit tests that cover the successful response.

What Bugbot sees:

Passing tests, no obvious syntax or logic errors
Reports the change as clean

What Bugbot misses:

def charge_customer(order_id, amount):
    response = payment_gateway.charge(order_id, amount)
    return response

The gateway call has no idempotency key
A retry after a timeout can charge the customer twice
No visibility into the org’s rule for external writes or the repo’s existing payment wrapper, because that context lives outside the diff

What Qodo catches instead:

Qodo independently reviews the diff against repository rules and ticket context
Qodo finds the missing idempotency key and returns the issue to the coding session
The authoring agent adds the stable key and a timeout test before a human reviewer receives the PR
Qodo checks the updated diff

def charge_customer(order_id, amount):
    idempotency_key = generate_stable_key(order_id)
    response = payment_gateway.charge(order_id, amount, idempotency_key=idempotency_key)
    return response

Qodo applies the same context-aware review and organizational standards across every relevant repository and developer surface. The team gets a consistent finding and a traceable outcome, instead of relying on each reviewer or coding agent to remember the rule on its own.

Best Suited For

Qodo is the best AI code review, code quality, and governance platform for engineering teams using Cursor or other AI coding assistants who need review that isn’t scoped to the tool that wrote the code. Because Qodo never authors code, its findings carry weight a same-system check structurally can’t: independent, enforceable, and consistent across every repository the team owns.

Further reading: AI code review tools comparison and benchmarks, Cursor alternatives, and Graphite alternatives.