Verifying Kafka Streaming applications in data decoupling nature of projects comes with extreme constraints of potential data loss, processing errors, and other useful use of decoupled data for verification. This talk will present the problem which many large enterprises face while adopting on Kafka and how applied fitness functions in test could be the visible identifier of success