Weekly Fabric

What shipped

• Azure Databricks and OneLake interoperability: A proof of concept on bringing a governed Databricks Unity Catalog silver layer into Microsoft Fabric behind private networking, and building gold in Fabric on top. (10 Jul)
• Faster Spark History Server loading: Introducing the new Oracle CDC Connector Oracle runs many of the most mission-critical systems in the enterprise, including ERP, finance, orders, and inventory. (10 Jul)
• Real-Time Dashboard upgrades: Co-author: Arindam Chatterjee Over the second quarter of 2026, Fabric Eventstreams delivered a significant wave of new capabilities across three strategic pillars that reflect what we consistently hear from… (10 Jul)
• Real-Time Dashboard upgrades: When every row matters in real time Operational systems run on databases. Inspections on the factory floor, patient admissions in the hospital, orders in the retail backend. (10 Jul)
• Real-Time Dashboard upgrades: At Microsoft Build, Fabric Data Warehouse announced GPU-accelerated query execution. (10 Jul)
• Rayfin shareable sites: Your top questions about Rayfin answered! community.fabric.microsoft.com ↗ Mon, 06 Jul 2026 19:00:00 GMT (10 Jul)
• Fabric Runtime Release Channels: Fabric Runtime Release Channels provide a structured and transparent way for customers to test upcoming runtime changes before they become the default. (10 Jul)
• Use sensitivity labels to improve AI Agents accuracy and organizational alignment: The AI governance challenge As organizations deploy AI agents and skills at scale, they face a real challenge: how does the agent know which data is relevant to a given question? (10 Jul)
• Securing zero-copy distribution patterns with OneLake security and shortcuts: Aaron Merrill - Principal Product Manager community.fabric.microsoft.com ↗ Thu, 02 Jul 2026 18:00:00 GMT (10 Jul)
• Simplifying secure data access with Delegated OneLake Shortcuts: Introduction Data rarely stays in one place. As organizations standardize Microsoft Fabric and OneLake, the same datasets need to be reused across teams, domains, workspaces, and increasingly across tenant… (10 Jul)
• Workspace Outbound Access Protection (OAP) for Real-Time Intelligence: Workspace Outbound Access Protection (Preview) for key Real-Time Intelligence experiences in Microsoft Fabric, helping organizations reduce data exfiltration risk while keeping common real-time ingestion,… (10 Jul)
• Fabric data agent API is now public: Build Fabric data agents into your tools and pipelines: The Fabric data agent API is now public.Developers can now aut omate how Fabric data agents are created, configured, updated, and published from their own tools, pipelines, and backend services. (10 Jul)

Why it matters

• Azure Databricks and OneLake interoperability: Databricks customers can work with OneLake as a shared data foundation, including Unity Catalog managed-table scenarios.
• Faster Spark History Server loading: Snapshot-based loading makes large Spark job metrics usable much faster, especially for high-volume batch and streaming workloads.
• Real-Time Dashboard upgrades: Dashboard creation and monitoring are getting more interactive, including AI-assisted tile editing, time-series visuals and live refresh.
• Rayfin shareable sites: Fabric-adjacent AI/markdown workflows gain a more shareable presentation layer.
• Fabric Runtime Release Channels: Fabric Runtime Release Channels provide a structured and transparent way for customers to test upcoming runtime changes before they become the default.
• Use sensitivity labels to improve AI Agents accuracy and organizational alignment: The AI governance challenge As organizations deploy AI agents and skills at scale, they face a real challenge: how does the agent know which data is relevant to a given question?
• Securing zero-copy distribution patterns with OneLake security and shortcuts: Aaron Merrill - Principal Product Manager community.fabric.microsoft.com ↗ Thu, 02 Jul 2026 18:00:00 GMT
• Simplifying secure data access with Delegated OneLake Shortcuts: Introduction Data rarely stays in one place. As organizations standardize Microsoft Fabric and OneLake, the same datasets need to be reused across teams, domains, workspaces, and increasingly across tenant boundaries.
• Workspace Outbound Access Protection (OAP) for Real-Time Intelligence: Workspace Outbound Access Protection (Preview) for key Real-Time Intelligence experiences in Microsoft Fabric, helping organizations reduce data exfiltration risk while keeping common real-time ingestion, analytics,…
• Fabric data agent API is now public: Build Fabric data agents into your tools and pipelines: The Fabric data agent API is now public.Developers can now aut omate how Fabric data agents are created, configured, updated, and published from their own tools, pipelines, and backend services.

How analytics teams could use it

• Azure Databricks and OneLake interoperability: Mixed Fabric/Databricks estates can reduce duplicated data and let teams use preferred engines against a more consistent governed layer.
• Faster Spark History Server loading: Platform teams can inspect executions, tune performance and support long-running jobs without waiting on huge event logs to render.
• Real-Time Dashboard upgrades: Product and operations teams can build live monitoring surfaces for telemetry, customer behaviour and business KPIs with less hand-coded UI work.
• Rayfin shareable sites: Teams can package analysis outputs for stakeholders without turning every insight into a custom app or slide deck.
• Fabric Runtime Release Channels: Assess whether it removes data movement, debugging time, dashboard friction or governance gaps in the current analytics stack.
• Use sensitivity labels to improve AI Agents accuracy and organizational alignment: Assess whether it removes data movement, debugging time, dashboard friction or governance gaps in the current analytics stack.
• Securing zero-copy distribution patterns with OneLake security and shortcuts: Assess whether it removes data movement, debugging time, dashboard friction or governance gaps in the current analytics stack.
• Simplifying secure data access with Delegated OneLake Shortcuts: Assess whether it removes data movement, debugging time, dashboard friction or governance gaps in the current analytics stack.
• Workspace Outbound Access Protection (OAP) for Real-Time Intelligence: Assess whether it removes data movement, debugging time, dashboard friction or governance gaps in the current analytics stack.
• Fabric data agent API is now public: Build Fabric data agents into your tools and pipelines: Assess whether it removes data movement, debugging time, dashboard friction or governance gaps in the current analytics stack.

Editorial read

Fabric is continuing to push OneLake as the connective tissue: less copy-and-paste data engineering, more open-table interoperability, and more operational workflows that can consume governed analytical data directly. For teams building analytics products, the practical angle is to look for places where Fabric now removes a separate platform, manual troubleshooting step, or bespoke dashboard layer.