Multi-cloud Kafka streaming architecture using Kubernetes as the orchestration hub, connecting Apache Kafka sources to AWS Kinesis and Azure Event Hub destinations. A Python Consumer/Producer pod running in a Kubernetes data-pipeline namespace ingests from source Kafka and routes events to both AWS Kinesis in a private VPC subnet and Azure Event Hub in a managed VNet. This pattern enables unified event processing across cloud providers while maintaining Kubernetes-native deployment, scaling, and observability. Fork and customize this diagram on Diagrams.so to match your cloud regions, namespace configurations, and streaming topology.