The quick read
- Inspect the patch, dependency changes and validation evidence.
- Consider how the product fits the editor, review process and permissions your team already uses.
Start with the codebase
Choose a small bug fix and a modest feature in a repository you understand. Keep acceptance criteria and relevant context equivalent. Check current integrations, agent features and supported environments for each product.
Review the same outcomes
Inspect the patch, dependency changes and validation evidence. Measure how much work remains before you would merge it. A tool that generates more code may also create more review burden. Include a task with an ambiguous requirement to see how uncertainty is handled.
Account for adoption effort
Consider how the product fits the editor, review process and permissions your team already uses. A workflow change can be worthwhile, but its cost belongs in the comparison. Prefer the setup that produces maintainable changes and clear evidence with manageable friction. This is a proposed evaluation process, not a scored test or a universal verdict about coding quality.
Sources & notes
An editorial decision framework, not a scored benchmark or hands-on test.
cursor.com — official reference
github.com — official reference
Sources reviewed for the September 2026 launch edition.