Autonomous Iceberg Table Maintenance for Data Lakes (opens in new tab)

How autonomous Iceberg table maintenance works in practice — telemetry collection, health classification, coordinated operations (compaction, snapshot expiration, manifest rewrite, orphan cleanup), policy-based governance, and continuous self-improvement. Covers why manual Spark scripts fail at scale and how a control plane approach eliminates maintenance toil while improving query performance and reducing costs.