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DevOps has become an integral part of software development, emphasizing collaboration, automation, and continuous integration and delivery. Predictive testing, powered by machine learning, is a key component in this landscape, allowing for dynamic test case generation, real-time analysis, and predictive analytics. By leveraging ML algorithms, predictive testing can improve efficiency and reliability, reduce testing time, and prioritize testing efforts.