This week's updates spotlight how modern data infrastructure and cloud-native communities are removing friction for developers and operators alike. In a concise video from NetApp Instaclustr, viewers learn that a data lake can now answer questions directly: with Apache Iceberg and ClickHouse, teams can query data already residing in S3 without ETL pipelines or creating a second copy. The approach promises faster time to insight and reduced data duplication, and the post invites interested users to start a free trial through the Instaclustr console to explore querying Apache Iceberg on S3 with ClickHouse.
On the community side, CNCF shares a speaker spotlight featuring Rani Chowdary Mandepudi of Arm, who joins Harbor maintainers at KubeCon + CloudNativeCon North America. The session covers registry security, operations, performance, scalability, integrations, and governance, along with opportunities to contribute to the project. The event runs November 9–12 in Salt Lake City, and the post includes links to explore the session details and register.
Together, these posts reflect two converging themes: simplifying access to data without unnecessary movement, and strengthening open-source cloud-native tooling through shared expertise and community participation. For data engineers evaluating leaner architectures and for practitioners planning their KubeCon schedules
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