Content by scirqueira (3)

Scirqueira shares practical operating rules for keeping a Microsoft Fabric Data Warehouse medallion architecture healthy in production, focusing on batch ingestion, rerunnable Silver transformations, consumption-ready Gold modeling, using Fabric DW defaults effectively, and monitoring performance and failures by layer.

Scirqueira explains how to implement the Bronze, Silver, and Gold layers of a medallion architecture in Microsoft Fabric Data Warehouse, with concrete T-SQL patterns for ingestion, cleansing, and analytics-ready shaping, plus practical guidance on repeatability, performance, and governance boundaries between layers.

Scirqueira explains how to choose a medallion architecture pattern in Microsoft Fabric Data Warehouse by focusing on how much Spark you actually need, then mapping Bronze/Silver/Gold layers to either an all-in-one warehouse approach or a Lakehouse + Warehouse hybrid.