From a prompt to an operational dashboard: Generate Real-Time Dashboards with Copilot (Preview)
Copilot in Microsoft Fabric can now generate Real-Time Dashboards from natural-language descriptions. It uses database context from an Eventhouse to create initial dashboard layouts.
Also shipped Nov 2, 2026Microsoft in November 2026 →
Managed warehouse for MLflow (Beta)
Managed warehouse for MLflow is available in Beta, enabling users to view Unity Catalog traces in the MLflow UI without manually choosing a SQL warehouse.
Check out GitHub code without long-lived credentials on self-hosted agents
Self-hosted agents can now use temporary, read-only GitHub App tokens for repository checkout. This eliminates the need to distribute and rotate long-lived SSH keys or personal access tokens across your agent fleet.
Serving tuned Gemini 3.x models on global endpoints
Serving tuned Gemini 3.x models on global endpoints is available in General Availability (GA) . You can copy fine-tuned Gemini 3.x models to the global region using the Model Registry models:copy API, deploy them to global serving endpoints, and send inference requests directly to aiplatform.googleapis.com .
Store and recover user sessions with RUM Managed Archive
Datadog RUM Managed Archive allows users to store all ingested RUM sessions and recover them on demand for debugging, incident investigation, and audits.
Datadog is now available on Anthropic’s Claude Marketplace
Datadog is now available on the Claude Marketplace, providing visibility into Claude-powered AI applications.
Diagnose frontend performance issues with RUM Profiling
Datadog RUM Profiling is available to identify CPU-intensive code causing slow mobile app launches and frontend interactions across iOS, Android, and browsers.
More from Microsoft FabricEvery Microsoft Fabric release →
Announcing support for Materialized views and streaming tables in Mirrored Azure Databricks catalog
Microsoft Fabric now supports materialized views and streaming tables in Mirrored Azure Databricks catalogs. These objects are managed in Databricks and accessed via read-only shortcuts in Fabric.
Adding the Context Streaming Events Need: Reference Data Joins with OneLake Delta Tables in Fabric Eventstream
Fabric Eventstream now supports joining live events with business context from OneLake Delta tables. This allows for real-time enrichment of event data before it reaches downstream destinations.
OneLake: The file system for agent-first data engineering
OneLake now offers a remotely hosted MCP server in preview, allowing AI agents to manage data and shortcuts without a local server installation.
Eventhouse support for OneLake security (Generally Available)
OneLake security is now generally available for Eventhouse external tables. This allows for consistent object-level, column-level, and row-level access controls across Microsoft Fabric engines.
Find expensive queries from Capacity Metrics (Generally Available)
The Monitor in warehouse feature is now generally available in the Microsoft Fabric Capacity Metrics app. It allows users to navigate directly from capacity usage spikes to specific warehouse query history.
OneLake table APIs: Now with Iceberg writes, plus richer table metadata (Preview)
OneLake table APIs now support Iceberg REST Catalog writes, allowing engines like PyIceberg and DuckDB to commit data directly. A new metadata API in preview allows adding descriptions and tags to tables and columns.
Govern Fabric connections with admin APIs and data connection policies (Preview)
Microsoft Fabric introduced admin connection APIs for visibility and ownership management, alongside data connection policies for tenant-wide security guardrails. These features are available in preview.
Salesforce Data 360 integration with OneLake (Preview)
Salesforce Data 360 integration with OneLake is now in preview. It uses OneLake Shortcuts to query Salesforce data directly within Microsoft Fabric without creating ingestion copies.