A practical guide to dbt data quality testing: generic and singular data tests, unit tests for model logic, severity thresholds, stored failures and CI setup.
Learn how to detect and fix data skew in Apache Spark using Adaptive Query Execution, broadcast joins, hot-key isolation and salting, with PySpark examples.
Iceberg v3, Openflow, Snowflake Postgres mirroring, smarter Dynamic Tables, CoWork and CoCo: the Snowflake features that matter for data engineers in 2026, with GA vs preview status and a practical checklist.
Build the same incremental pipeline two ways in Snowflake, with Streams & Tasks and with Dynamic Tables. Full SQL, monitoring queries, 2026 updates and a clear guide to which one to use.
Find where your Snowflake credits go and cut them: auto-suspend, right-sizing, resource monitors, query tuning, storage trimming and AI quotas, with ready-to-run SQL and a 30-minute monthly review.
Everything Microsoft shipped for Fabric at FabCon Europe 2026: Fabric IQ in Copilot, Runtime 2.0, a data engineering agent, BigQuery mirroring, F0 capacity and more, with GA vs preview status, real customer results and a practical checklist.
A practical, side-by-side map for architects and engineers. Compute & Containers AWSAzureWhen to choose EC2Virtual MachinesGeneral-purpose VMs; widest image flexibility. EC2 Auto ScalingVM Scale SetsScale a VM fleet automatically. EKSAKSManaged…