Kafka 4.0 removes ZooKeeper and ships KRaft and KIP-848 by default. Learn what those changes mean for platform operations, upgrades, and client configurations.
Apache Iceberg V3 brings deletion vectors and row lineage that reshape CDC pipeline design. Learn what these features mean for your streaming data architecture.
Design enterprise RAG on governed data products: enforce access policies at retrieval, route numeric questions through a semantic layer, and keep audit trails.
Build a FinOps pipeline for data warehouses with FOCUS 1.3 billing data: cost attribution and tagging, chargeback vs. showback, commitments, and budget alerts.