Eliminating Flaky Tests: How AI Fixes Selenium Automation

Flaky tests remain a persistent drag on CI/CD pipelines, and traditional retry logic merely suppresses symptoms without addressing root causes. Self-healing frameworks powered by AI automatically recover from locator failures through intelligent fallback strategies and similarity scoring, transforming brittle test suites into resilient systems. This represents a significant evolution in test automation, where AI-augmented frameworks autonomously handle dynamic UI changes.