In September 2026, GitHub Copilot gained the ability to approve pull requests and automatically resolve its own review comments. While GitHub introduced scoping and dismissal safeguards alongside performance data from ensemble-review modes, the platform has yet to publish accuracy metrics for automated approvals.
Independent research studying automated reviewers like CodeRabbit found developers reject over 56% of generated review comments, highlighting a broader lack of scorecards for AI code review.