Great Expectations, Soda, dbt tests and anomaly detection tools compared on check language, where they run, cost, Iceberg metadata use and 2026 vendor changes.
The case for generalists owning end-to-end data workflows with agents, the counterargument, and how to make the transition work.
How dbt incremental materializations map to Iceberg operations, and the configuration, predicates, and maintenance that keep them healthy.
Disaster recovery for Iceberg across four tiers: snapshots, object versioning, catalog backup, and cross-region replication.
