Integrating Harness with Dynatrace enhances automated verification of application performance across deployment pipelines, significantly reducing manual verification time and enabling automatic rollbacks in case of performance regressions. This integration allows customers to verify application performance automatically in various environments such as development, QA, staging, and production. By using continuous verification, companies like Build.com have drastically reduced the time spent on manual verifications from 18 hours a week to just 15 minutes per deployment, with Dynatrace providing real-time performance data analysis. Harness employs unsupervised machine learning models to detect performance deviations, and in cases of identified regressions, the system triggers automatic rollbacks to maintain application stability. The integration was facilitated using the Dynatrace API, allowing users to easily add Dynatrace verification to deployment workflows, with future enhancements expected to expand functionality further.