Technical guides that connect Microsoft Fabric capabilities to architecture, delivery and operations in production.
- Microsoft Fabric Architecture: From Services to Production Decisions
A practical guide to turning Fabric's OneLake, lakehouse, medallion, workspace, capacity, and real-time capabilities into production architecture decisions.
- Lakehouse vs. Warehouse in Microsoft Fabric
A production-minded guide to choosing and operating a Fabric Lakehouse, Warehouse, or combination of both across OneLake, Delta Lake, and Direct Lake.
- Designing Reliable Data Ingestion in Microsoft Fabric
A production-oriented guide to choosing, implementing, and operating reliable ingestion patterns in Microsoft Fabric, with practical guidance for pipelines, Dataflow Gen2, shortcuts, CDC, and monitoring.
- Data Cleaning and Transformation with PySpark in Fabric
A production-minded guide to cleaning source data with PySpark in Microsoft Fabric, using Lakehouse, Delta Lake, Spark SQL, and medallion architecture patterns.
- Spark SQL and Delta Tables in Production
A production-minded guide to using Spark SQL with Delta tables in Microsoft Fabric Lakehouse, covering architecture, implementation, maintenance, time travel, failure modes, and operational practice.
- Delta Lake Time Travel and Performance in Microsoft Fabric
A production-focused guide to using Delta Lake time travel without sacrificing Lakehouse performance, retention safety, or Fabric capacity headroom.
- SCD Type 2 and CDC Patterns in Microsoft Fabric
A production-minded guide to separating change capture from historical dimension design across Fabric Warehouse, Lakehouse, Delta Lake, and Data Factory.
- Direct Lake and Semantic Models in Microsoft Fabric
A production-oriented guide to choosing, building, securing, and operating Direct Lake semantic models alongside Copilot and Fabric data agents.
- Real-Time Intelligence and KQL in Microsoft Fabric
A production-minded guide to designing, querying, operating, and troubleshooting Real-Time Intelligence solutions with Eventhouse, KQL, Eventstreams, Data Factory pipelines, and the Monitor hub.
- Fabric Administration, Capacity and Governance
A production-minded guide to administering Microsoft Fabric through capacities, workspaces, OneLake governance, monitoring, and secure Data Agent enablement.