For many engineering teams, the promise of real-time data streaming is often overshadowed by the “operational tax” of maintaining the infrastructure. Managing an Apache Kafka® cluster traditionally means wrestling with broker patches, Zookeeper (or KRaft) orchestration, disk rebalancing, and the constant anxiety of manual scaling during peak loads. As a Product Manager for Azure Event Hubs, my conversations with customers usually start with a simple question: “How can I get the power of the Apache Kafka® ecosystem without the headache of managing it?” The answer is Azure Event Hubs .