For testing purposes I deleted the target topic and was expecting the application to timeout after some time. However after some research I understood that Kafka Streams retries a message by default until the target topic comes online again and the configurations under StreamsConfig (task.timeout.ms and request.timeout.ms) are set for the Kafka Producer.