| Enterprise quality assurance is undergoing a fundamental shift as organizations adopt cloud-native architectures, microservices, and continuous delivery models. Traditional test automation frameworks, built on static scripts and manual maintenance, struggle to keep pace with frequent application changes and complex system dependencies. Self-managing test suites are emerging as a transformative approach to enterprise QA by introducing intelligence, adaptability, and automation into how test assets are created, maintained, and optimized over time. This evolution is redefining how organizations think about quality at scale
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