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Atlantic vs Cursor:
From editor session to backlog execution.

Cursor is an editor that makes one engineer faster in the loop. Atlantic works the backlog out of the loop and hands back a reviewed PR.

Updated August 2026

Start with $50 free for 7 daysView pricing
Browser QA on every runSecond-model reviewHuman merge always
AtlanticAtlantic

Atlantic

Factory investigates the backlog, writes the change, proves it in a browser, reviews the diff, and opens the pull request.

Backlog to PREvidence included
Cursor

Cursor

Cursor keeps an engineer inside an AI-native editor. The engineer chooses the task, steers the changes, and decides when the code is ready.

Assigned taskTeam-owned delivery
Point by point

Same repository. A different finish line.

The difference is not who can write code. It is who chooses the work, proves the result, and owns the path to review.

FeatureAtlanticCursor
Works without a human in the editor
Yes, end to end
No, you drive the editor
Browser QA on a booted preview
Every run, up to 40 steps on video
No
Evidence ledger of external calls
Every call logged
No
Opens a pull request, never merges
Yes, human merge always
You commit yourself
Pay only when a PR lands
Yes, nothing-to-do costs nothing
No, per-seat subscription

Works without a human in the editor

AtlanticYes, end to end

CursorNo, you drive the editor

Browser QA on a booted preview

AtlanticEvery run, up to 40 steps on video

CursorNo

Evidence ledger of external calls

AtlanticEvery call logged

CursorNo

Opens a pull request, never merges

AtlanticYes, human merge always

CursorYou commit yourself

Pay only when a PR lands

AtlanticYes, nothing-to-do costs nothing

CursorNo, per-seat subscription

Browser proof

The change works before you review it.

Factory boots the branch on a real machine, drives the changed surface in a browser, and records the result before the pull request opens.

Up to 40 browser stepsVideo attached
Atlantic Factory run detail showing a completed change, browser QA result, and pull request
Connected backlog

Your existing tools become the work queue.

Linear, Jira, GitHub, Slack, Sentry, and your repository give Factory the context to choose and scope the next issue.

See integrations
Linear
GitHub
Jira
Slack
Sentry
Notion
Human control

Factory opens the pull request. Your team merges.

A separate model reviews the diff, raises blockers and flags, and sends fixes back through the loop. Factory never merges the result.

Up to 2 fix cyclesHuman merge always
Run evidenceReady for human review
Complete
Browser QAVideo attached
Agent reviewFindings resolved
Pull requestWaiting for human
The honest choice

When to choose Cursor vs Atlantic

Atlantic

Choose Atlantic

  • You want work to continue without an engineer in the editor.
  • Every change must pass browser QA before review.
  • You want an evidence ledger attached to the run.

Choose Cursor

  • You want an AI-native editor for daily coding.
  • An engineer will stay in the loop for each change.
  • You prefer fast, interactive iteration over autonomous delivery.
Start with $50 free for 7 days
GitHub-scoped accessHuman merge always
FAQ

Questions teams ask before choosing Atlantic

★★★★★ Factory runs end with evidence

One backlog. Reviewed pull requests.

Atlantic investigates, implements, proves, and reviews the change. Your team makes the final call.

Start with $50 free for 7 daysBook a demo