Fast and Comprehensive Code Review, Now in Windsurf

2026-05-06 · Source: Windsurf Blog · Field: Technology & Digital — Software Development & Engineering, Artificial Intelligence & Machine Learning · Depth: Intermediate, short

Summary

Cognition AI has integrated Devin Review and Quick Review into its Windsurf 2.0 development environment, addressing the bottleneck of code review as agents generate more code. Devin Review is designed for comprehensive verification of complex pull requests, organizing diffs by logical changes, grouping related edits, and cleanly displaying copied or moved code. It identifies bugs and flags issues with explanations directly within the Windsurf editor, facilitating in-context understanding and resolution. Quick Review, powered by the SWE-check model, offers a faster local bug detection tool for pre-PR changes, operating up to 10x faster than a deep review agent while maintaining accuracy. These tools aim to streamline the development workflow, connecting bug finding to fixing, and enabling automated fix generation for review comments.

Key takeaway

For AI Engineers and Software Engineers focused on accelerating code delivery while maintaining quality, integrating Devin Review and Quick Review into your Windsurf workflow can significantly reduce review bottlenecks. You should leverage Quick Review for rapid local bug detection before opening a PR and utilize Devin Review for comprehensive, context-aware verification of pull requests, including automated fix generation. This approach allows you to focus on architectural decisions and complex tradeoffs, offloading mechanical bug-fixing to AI agents.

Key insights

Devin Review and Quick Review integrate AI-powered code verification directly into the Windsurf development workflow.

Principles

• Organize diffs by logical change, not alphabetically.
• Connect bug findings directly to fixing workflows.

Method

Devin Review organizes PR diffs logically, identifies bugs with explanations, and can generate fixes. Quick Review uses SWE-check for fast local bug detection before PR submission.

In practice

• Use Quick Review for fast local checks pre-PR.
• Use Devin Review for deep PR verification.
• Enable Autofix for automated bug resolution.

Topics

• Code Review Automation
• Devin Review
• Quick Review
• Windsurf Platform
• SWE-check Model

Best for: Software Engineer, AI Engineer, Machine Learning Engineer

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Editorial summary, takeaway, and curation by AIssential. Original article published by Windsurf Blog.