--- title: 'Closing the Agent Loop: Devin Autofixes Review Comments' link: https://cognition.com/blog/closing-the-agent-loop-devin-autofixes-review-comments source: cognition published: 2026-02-10T00:00:00Z first_seen: 2026-09-02T14:07:29.769486161Z summary: We built a feature that massively increased our internal token spend on Devin. But our PRs are now much more free of bugs and we can't go back. --- We built a feature that massively increased our internal token spend on Devin. But our PRs are now much more free of bugs and we can't go back.