healthcare-eval-harness

Block unsafe healthcare deployments by running an automated eval harness in your CI/CD pipeline that detects patient-safety failures and PHI exposure issues. It enforces strict pass thresholds and emits CI-readable JSON results to automatically halt releases.

CDSS accuracy, PHI exposure, and data integrity tests require a 100% pass threshold to prevent deployment. Clinical workflow and integration tests require a 95% or higher pass threshold, surfacing warnings for human review.

Yes, you can apply this safety gate to EMR and EHR schema migrations touching patient records. The harness validates pre-deployment compliance and clinical workflow integrity, automatically blocking releases when critical tests fail.

The harness reports test results by emitting CI-friendly JSON files for automated compliance gating. It supports bail behavior and coverage thresholds, integrating seamlessly into GitHub Actions or other CI platforms.

You need automated patient-safety checks when deploying CDSS logic updates, migrating patient record schemas, or validating EMR releases. The harness enforces compliance gates to prevent deployments that could harm patients or leak sensitive health data.

If a clinical workflow test falls below the 95% threshold, the harness surfaces warnings for human review instead of hard-blocking the deployment. Only critical CDSS, PHI, and data integrity failures enforce a hard deployment block.