SketchForge updates DevFlow to integrate model outputs into CI for design QA

Tech · 4 min read

DevFlow's new pipelines run design checks as part of code reviews, calling inference endpoints that compare proposed UI changes to a project's design system. The model-backed checks include token drift detection, component compatibility, and an accessibility regression test that simulates keyboard navigation.

Developers can configure thresholds and exemptions and view failure diffs that highlight the offending components. SketchForge is positioning the capability as a way to catch visual and semantic regressions earlier, reducing costly UI bugs from slipping into production.

The company also released a local runner for offline use and a dashboard for historical trend analysis so teams can track design stability over time. Integrations with GitHub Actions, GitLab CI, and popular CI providers ship in the update.