Abstract

The paragraphs of this paper present the automated trend visualization of test failures in the Agile QA cycles that are founded on the execution data that is received in Jenkins pipelines and the Maven build logs. The old test automation systems usually show in a simple pass/fail format that does not reveal much information on how to make decisions in a rapid release cycle. The suggested structure is attentive to the visualization of the trends of defect clusters, flaky tests as well as long-term stability of builds. Dashboards are developed with the help of an extraction of structured information in Maven Surefire and Failsafe reports and Jenkins pipeline logs to describe the time-to-fix rates, environment-dependent anomalies and regression stability. These dashboards provide actionable information to enable QA teams to concentrate on automation maintenance and make sure that problem areas recurrent in the quality are dealt with and quality metrics are more reported to stakeholders. The approach is contrasted to delivering a report on the implementation of traditional tests as it is more oriented toward visualizing long-term trends, rather than brief snapshots. The result is more active quality assurance process which presupposes the theme of Agile of traditional checking and improvement.