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Compare AI coding assistants (Cursor, Cody, etc.) with Devin: autonomy level, use cases, and when each approach fits.
Feature by feature
| Feature | ■ AI Coding Agent | Devin |
|---|---|---|
| Autonomy level | Copilot-style: suggests, completes, reviews alongside you | Autonomous: plans, codes, tests, and deploys independently |
| Developer control | Developer stays in the loop on every change | Developer reviews completed work after the fact |
| Use cases | Daily coding, refactoring, reviews, Q&A | Standalone tasks: migrations, boilerplate, bug fixes |
| Best for | Developers wanting AI assistance while staying hands-on | Teams with well-defined, delegatable engineering tasks |
Autonomy level
■ AI Coding Agent
Copilot-style: suggests, completes, reviews alongside you
Devin
Autonomous: plans, codes, tests, and deploys independently
Developer control
■ AI Coding Agent
Developer stays in the loop on every change
Devin
Developer reviews completed work after the fact
Use cases
■ AI Coding Agent
Daily coding, refactoring, reviews, Q&A
Devin
Standalone tasks: migrations, boilerplate, bug fixes
Best for
■ AI Coding Agent
Developers wanting AI assistance while staying hands-on
Devin
Teams with well-defined, delegatable engineering tasks
Or have the process automated
Each is a standard automation with a price and a free template — run for you, installed for you, or built custom when yours differs. No call.
Free auditEvery PR gets a substantive first review within minutes of opening: specific comments with the reasoning, a risk label, and a summary of what changed and what to look at.
$247/month · read the blueprint →EngineeringEvery PR that adds untested logic gets a companion PR with passing tests written in the repo's style, usually within the same hour.
$247/month · read the blueprint →EngineeringA confirmed mapping with every field's transformation and validation rule, a dry run that reconciles record counts and sums, a batch cutover with progress and error reports, and a rollback plan that was tested.
$297/month · read the blueprint →Next
Tell us the process and the tools it touches. The free audit sends a one-page plan on the page and by email in minutes; the written scope with a fixed price follows by email — custom builds from $2,000, managed workflows from $197/month.