Triaging test failures is a critical task for all software teams. It involves identifying the owner of each failing test, assigning them the task of resolving it, and confirming the fix in the next test cycle. This process requires considerable effort, and as the codebase and teams expand, the complexity of managing test failures grows as well. It’s a challenge faced universally across industries, not limited to any specific field. Sometimes, developers are responsible for triaging, while other times, it’s handled by QA teams. Regardless of who takes it on, both agree: support is needed to streamline this process and reduce the mental and logistical workload it demands.

With CloudAEye’s Test RCA, we can intelligently identify and summarize failures across tests. By leveraging GenAI, we streamline this process by analyzing stderr and test result output to simplify error messages and provide clearer insights into test failures.