Apache Kafka's shift from ZooKeeper to its native KRaft consensus protocol marks a seismic architectural change. This deep dive unpacks how KRaft leverages Raft for streamlined metadata management, enhanced scalability, and simpler Kafka deployments—fundamentally reshaping cluster operations.