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Modern applications are no longer monolithic. They run as distributed, cloud-native systems consisting of dozens, sometimes hundreds of independently deployable microservices. Each service interacts through APIs, events, queues, caches, and service meshes, creating a highly dynamic and interconnected environment.  Traditional testing approaches struggle in this landscape due to:  High dependency complexity  Rapid change frequency  Distributed …