Quality assurance (QA) has long been a cornerstone of enterprise software delivery. As organizations expanded their digital ecosystems, QA evolved from manual testing practices to structured automation frameworks. However, the rapid acceleration of digital transformation, cloud-native architectures, and continuous delivery pipelines has introduced new levels of complexity that traditional QA approaches struggle to manage.
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