verification-and-quality-assurance

Automated code verification in your CI/CD pipeline is achieved by exporting JSON metrics from truth scoring checks to enforce configurable quality thresholds, triggering automatic rollback for any changes that fail validation. This ensures software reliability by blocking faulty deployments.

Truth scoring for quality assurance is a mechanism that assigns real-time reliability metrics ranging from 0.0 to 1.0 for code, agents, and tasks. It validates correctness, security, and best practices to quantify software reliability across development workflows.

To check codebase reliability metrics, run the command 'npx claude-flow@alpha truth' to perform a truth check. This generates real-time dashboards and batch reports showing verification scores, confidence intervals, and quality trends across teams.

Yes, you can integrate real-time quality dashboards with your CI/CD pipeline by exporting JSON metrics and using watch modes for ongoing verification. The system maintains audit trails and rollback histories to monitor codebase health continuously.

The best way to automate code rollback when verification fails is to configure quality thresholds within your development environment. When automated correctness and security validations detect failures, the system performs instant reversion of changes and logs the event in rollback histories.