From Test Failure to Root Cause: Building an AI-Assisted Playwright Failure Analysis Pipeline

Introduction Modern applications are increasingly tested through automated CI/CD pipelines. Tools such as Playwright allow teams to execute hundreds or thousands of browser tests consistently across e