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View all on Fabric Blog →SQL Audit Logs: More Signal, Less Noise with Predicate Filtering (Generally Available)
Identity-based predicate filtering for enterprise-scale auditing
On-premises data gateway July 2026 release
The July 2026 release of the on-premises data gateway is version 3000.326. This new version (3000.326) continues our focus on improving gateway manageability, operational visibility, and enterprise governance while maintaining secure and reliable connectivity between on-premises data sources and…
Understanding Warehouse Consumption with Capacity Metrics and Query Insights
When reviewing warehouse usage, customers often start with the same question: which workloads contributed to the consumption I’m seeing in the Fabric Capacity Metrics app? With the updated consumption accrual model for Fabric Data Warehouse and the SQL analytics endpoint, the best way to answer…
Build agent with AI for Data Agent (Preview)
Configuring a Data Agent can be challenging. To deliver reliable answers, authors must understand the data model, identify the right tables and relationships, write clear instructions, create representative examples, and test the agent until it meets user expectations. This process can require…
Enabling Item Recovery by default in Microsoft Fabric
If you’ve ever had someone delete the wrong item by accident, this update is for you. Starting August 16, 2026, Fabric will be rolling out enabling Item Recovery by default for all tenants that have not set it explicitly. That means supported item types get a built-in recovery window without extra…
Evaluate Fabric workload performance with the modern evaluation engine for VNet data gateways (Preview)
Virtual network (VNet) data gateways help organizations connect Microsoft Fabric workloads to data sources that are protected by virtual network boundaries. They are commonly used when teams need private connectivity for semantic models, Dataflow Gen2, and DirectQuery scenarios without changing…
Automate recurring business logic with scheduled User Data Functions in Microsoft Fabric (Preview)
Many business processes rely on custom code that must run repeatedly—whether to validate data, apply business rules, synchronize systems, or generate notifications. Until now, teams often needed separate orchestration tools or manual processes to keep those workflows running. User Data Functions in…
Choosing your medallion pattern in Fabric Data Warehouse
Coauthor: Artur Vieira Part one of a series on medallion architecture with Fabric Data Warehouse. Medallion architecture is one of the most common patterns for organizing data in Microsoft Fabric, but successful implementations require a series of design decisions — from choosing the right…
Choose the right event pillar in Microsoft Fabric: Business Events, Fabric Events, and Azure Events
Welcome to the second post in our Business Events, Fabric Events, and Azure Events series for Microsoft Fabric. Whether you're new to event-driven architectures or looking to build enterprise-grade event-driven solutions, this series will take you from foundational concepts to real-world…
Design a Business Event schema that consumers can act on
Welcome to the third post in our Business Events, Fabric Events, and Azure Events series for Microsoft Fabric. Whether you're new to event-driven architectures or building enterprise-grade event-driven solutions, this series takes you from foundational concepts to real-world implementation patterns…
Featured
Why data teams are emerging as leaders in AI agent adoption
New research from Microsoft and MIT Technology Review Insights reveals how organizations are building trust in AI agents—starting with structured data workflows and scaling through shared context and real-time intelligence. The post Why data teams are emerging as leaders in AI agent adoption…
FabCon Europe 2026: The sessions we’re most excited to bring to Barcelona
Get a first look at FabCon Europe 2026 in Barcelona, with curated session picks across Microsoft Fabric, SQL, AI, real-time intelligence, and data engineering—plus insights into the innovations shaping the future of data. The post FabCon Europe 2026: The sessions we’re most excited to bring to…
Data, AI, and the case for continuous learning
Microsoft Data Days brings together training, certification pathways, and more—helping you build practical skills and stay ahead in a rapidly evolving field. The post Data, AI, and the case for continuous learning appeared first on Microsoft Fabric Blog.
On-premises data gateway July 2026 release
The July 2026 release of the on-premises data gateway is version 3000.326. This new version (3000.326) continues our focus on improving gateway manageability, operational visibility, and enterprise governance while maintaining secure and reliable connectivity between on-premises data sources and…
Understanding Warehouse Consumption with Capacity Metrics and Query Insights
When reviewing warehouse usage, customers often start with the same question: which workloads contributed to the consumption I’m seeing in the Fabric Capacity Metrics app? With the updated consumption accrual model for Fabric Data Warehouse and the SQL analytics endpoint, the best way to answer…
Feature Store
Planned Public preview Date: Q4 2026 Fabric feature store is a centralized system that manages the data inputs, called features, that power machine learning models. It bridges raw data and ML models, giving teams one place to define, store, serve, and discover features instead of each team building…
Build agent with AI for Data Agent (Preview)
Configuring a Data Agent can be challenging. To deliver reliable answers, authors must understand the data model, identify the right tables and relationships, write clear instructions, create representative examples, and test the agent until it meets user expectations. This process can require…
Enabling Item Recovery by default in Microsoft Fabric
If you’ve ever had someone delete the wrong item by accident, this update is for you. Starting August 16, 2026, Fabric will be rolling out enabling Item Recovery by default for all tenants that have not set it explicitly. That means supported item types get a built-in recovery window without extra…
Evaluate Fabric workload performance with the modern evaluation engine for VNet data gateways (Preview)
Virtual network (VNet) data gateways help organizations connect Microsoft Fabric workloads to data sources that are protected by virtual network boundaries. They are commonly used when teams need private connectivity for semantic models, Dataflow Gen2, and DirectQuery scenarios without changing…
Automate recurring business logic with scheduled User Data Functions in Microsoft Fabric (Preview)
Many business processes rely on custom code that must run repeatedly—whether to validate data, apply business rules, synchronize systems, or generate notifications. Until now, teams often needed separate orchestration tools or manual processes to keep those workflows running. User Data Functions in…
Choosing your medallion pattern in Fabric Data Warehouse
Coauthor: Artur Vieira Part one of a series on medallion architecture with Fabric Data Warehouse. Medallion architecture is one of the most common patterns for organizing data in Microsoft Fabric, but successful implementations require a series of design decisions — from choosing the right…
Let Your Fabric Gateway Scale With the Workload
Originally published at https://shai-kr.github.io/data-ninja-ai-lab/blog/2026-08-05-vnet-gateway-autoscaling.html. Private data access is one of those platform details that only becomes interesting when it fails. A semantic model misses its refresh window. A Dataflow Gen2 job slows down. A pipeline…
show Throttling events of eventhouse at Eventhouse WS monitoring
Planned Public preview Date: Q4 2026 Quickly identify when and where throttling is occurring across your Eventhouse system. This feature highlights recent throttling events, helping you diagnose performance bottlenecks and take corrective action before they impact users.