How AI Is Rewriting Test Automation in Modern QA

AI is reshaping test automation by enabling self-healing tests, intelligent test case generation, predictive bug detection, and automated debugging. Using machine learning, NLP, and generative AI, modern QA teams reduce maintenance overhead, improve coverage, and adapt to rapid UI and code changes. Autonomous testing shifts QA from scripts to continuous, adaptive quality intelligence.