Azure Weekly
Issue #556 - 22nd March 2026
This week saw FabCon and SQLCon 2026 in Atlanta, so as you might expect, the content is quite Fabric heavy this week; but in other news, a number of retirements have been announced, so it's worth digging into those to see if you're impacted. Starting with the major announcements at FabCon: FabCon and SQLCon 2026: Unifying databases and Fabric on a single data platform: Microsoft's headline FabCon 2026 keynote blog from Arun Ulag covers the full scope of announcements, including Fabric data agents reaching GA, Runtime 2.0 preview with Apache Spark 4.x, materialized lake views GA, OneLake security coming soon, and the first-ever joint SQLCon event serving 8,000 attendees.
FabCon and SQLCon 2026: What's new in Microsoft OneLake: FabCon Atlanta 2026 brings a raft of OneLake updates including shortcut transformations reaching GA, Snowflake interoperability, workspace tags for AI agent discoverability, a public preview of Fabric remote MCP, and the announcement of Auger as a premier supply chain partner building natively on Fabric.
What's new and improved for SQL database in Fabric (Generally Available): Following its GA release at Microsoft Ignite, SQL database in Microsoft Fabric gains a Migration Assistant for moving SQL Server workloads into Fabric, dynamic data masking, improved point-in-time backup restore, and significant vector index enhancements for AI applications.
Maps in Microsoft Fabric (Generally Available): Maps in Microsoft Fabric has reached general availability at FabCon Atlanta 2026, bringing geospatial visualisation of real-time and large-scale location data to any data citizen, with new tile-set scheduling, data-driven styling, and WMS/WMTS service connectivity.
Audit columns in Copy job in Fabric Data Factory - every row is traceable for data lineage and compliance: Fabric Data Factory's Copy Job now supports audit columns that embed row-level provenance metadata directly into destination data, closing the gap between job-level lineage tracking and the granular, per-row traceability that compliance teams in regulated industries require.
New Microsoft Purview innovations for Fabric to safely accelerate your AI transformation: Announced at FabCon Atlanta, new Microsoft Purview capabilities for Fabric include GA DLP policies for Fabric Warehouse, preview DLP for KQL and SQL databases, Insider Risk Management indicators for Lakehouses, and improved data quality and catalog workflow tools to support responsible AI adoption.
The updated Copilot for data engineering and data science (Preview): An updated Copilot experience in Microsoft Fabric notebooks now delivers always-on, context-aware assistance that automatically understands your workspace, lakehouse, and execution environment, and adds a one-click Fix with Copilot button whenever a cell execution or Spark job fails.
If you're interested in all things Microsoft Fabric - don't forget to sign up for our new newsletter - Fabric Weekly - we'll be moving all Fabric content over from Azure Weekly to Fabric Weekly, just as we did with Power BI Weekly 7 years ago. I had hoped to get this ready in time for FabCon, but to quote Douglas Adams: "I love deadlines. I love the whooshing noise they make as they go by."
There have been a number of Agentic announcements: Microsoft Launches Azure Skills Plugin to Give AI Coding Agents Real Azure Expertise: Microsoft's new Azure Skills Plugin bundles over 20 curated Azure workflow skills and MCP servers into a single install, enabling AI coding agents like GitHub Copilot and Claude Code to reason about and execute real Azure deployments rather than offering generic guidance.
Using MCPs with GitHub Copilot without installing anything locally: Tobias Fenster demonstrates how to run MCP servers through GitHub Codespaces rather than locally, letting non-developers and those in restricted environments use Azure DevOps and AL Symbols MCP tools with GitHub Copilot without touching their own machines.
Azure Pricing Skill for GitHub Copilot Using Azure MCP: Thomas Thornton shares a custom azure-pricing agent skill that connects GitHub Copilot to the Azure Retail Prices API via the Azure MCP tool, bringing live cost estimates into architectural conversations so pricing becomes part of the design process rather than an afterthought.
Finally, The AKS Book Is Out. Every AKS Decision That Will Save You a Cluster Rebuild: Microsoft MVP Richard Hooper (Pixel Robots) announces the publication of The AKS Book: The Real-World Guide to Azure Kubernetes Service, a practical guide distilling years of production experience into the key architectural decisions that prevent the painful cluster rebuilds he has seen teams repeat over and over. (Editor's Note: I've just bought a copy).
⚙️ AI + Machine Learning
- The Azure Updates Team announces Foundry Agent Service (GA)
- Qinying Liao announces Voice-native agents in Microsoft Foundry (Public preview)
- On the Azure blog, Yina Arenas delves into Microsoft at NVIDIA GTC: New solutions for Microsoft Foundry, Azure AI infrastructure and Physical AI
- Luke Murray (@lukemurraynz) describes NimbusIQ: Multi-Agent Azure Drift Remediation
- Amanda Silver talks about Building Production-Ready, Secure, Observable, AI Agents with Real-Time Voice with Microsoft Foundry
- Lanna Teh blogs about Building production-ready AI apps and agents for Microsoft Marketplace
- Naomi Moneypenny introduces OpenAI's GPT-5.4 mini and GPT-5.4 nano for low-latency AI
- Nelson Kumari walks through Building Knowledge-Grounded AI Agents with Foundry IQ
- Osi highlights Now in Foundry: VibeVoice-ASR, MiniMax M2.5, Qwen3.5-9B
- Pamela Fox highlights a series: Learn how to build agents and workflows in Python
- Radu Vunvulea (@RaduVunvulea) writes 'AI adoption is not about tools, its about enablement'
- Carlotta Castelluccio writes: From Prototype to Production - Building a Hosted Agent with AI Toolkit & Microsoft Foundry
- Vaidyaraman Sambasivam describes NVIDIA Nemotron 3 Super Now Available on Microsoft Foundry: Open, Efficient Reasoning for Agentic AI
- On the Microsoft DevOps blog, Dan Hellem highlights Remote MCP Server preview in Microsoft Foundry
- April K. describes Evaluating AI Agents: A Practical Guide with Microsoft Foundry
- Vaidyaraman Sambasivam describes NVIDIAs Open Models on Microsoft Foundry:
- On the Azure Developer Community Blog, Ayca Bas announces the IQ Series: Foundry IQ
- Lee Stott blogs about Foundry IQ: Give Your AI Agents a Knowledge Upgrade
- Nichole Peterson highlights Microsoft Agent 365 AMA
- Dave Rendon discusses How Edward Jones Is Building AI Agents: A Deep Dive Into Microsoft’s Agentic Architecture for Financial Services
- Neta Haiby talks about Governing AI Agent Behavior: Aligning User, Developer, Role, and Organizational Intent and blogs about Aligning AI agent intent: A framework for secure and governable AI
🔎 Analytics
- The Azure Updates Team writes about Azure Databricks OneLake Catalog Federation (Public Preview) and Lakeflow Connect Free Tier now available in Azure Databricks (GA)
- Arun Ulagaratchagan writes FabCon and SQLCon 2026: Unifying databases and Fabric on a single data platform
- Josh Caplan (@JoshCaplan1984) discusses FabCon and SQLCon 2026: What's new in Microsoft OneLake
- Arun Ulagaratchagan writes: From unified data to decisive action - advancing supply chain autonomy with Microsoft Fabric and Auger
- Arshad Ali highlights Fabric Runtime 2.0 (Preview)
- Bret Myers highlights Custom SQL Pools for Fabric Data Warehouse (Preview)
- Virginia Roman runs through how to Unlock insights from images and PDFs with multimodal support in Fabric AI functions (Preview)
- Balaji Sankaran discusses Materialized Lake Views in Microsoft Fabric (Generally Available)
- Gerd Saurer highlights the Microsoft Fabric Extensibility Toolkit (Generally Available)
- Idris Motiwala runs through What's new and improved for SQL database in Fabric (Generally Available)
- Johannes Kebeck announces Maps in Microsoft Fabric (Generally Available)
- Aaron Merrill writes about Third-party support for OneLake security
- Ye Xu highlights Audit columns in Copy job in Fabric Data Factory - every row is traceable for data lineage and compliance
- Shireen Bahadur describes Extended Capabilities in Mirroring in Microsoft Fabric: Optional Enhancements to Core Mirroring
- Shuaijun Ye writes about Best Practices for Library Management with Fabric Environments
- Dipti Borkar blogs about The power of the Microsoft Fabric ecosystem: ISVs building natively on Fabric and introduces Planning in Microsoft Fabric IQ: From historical data to forecasting the future
- Yitzhak Kesselman discusses Trusted AI starts with Microsoft Fabric: Unified real-time intelligence and IQ context
- Faisal Mohamood writes: From Azure Synapse and Azure Data Factory to Microsoft Fabric - The Next-Gen Analytics Leap and talks about Fabric Data Factory at FabCon Atlanta: Built for modern data integration
- Dave Rendon provides a Microsoft Fabric IQ Deep Dive: How Ontologies, Graphs, and Operations Agents Are Redefining and describes Microsoft Fabric, Azure Databases, and the Three-Step Framework to Build an AI-Ready Data Estate.
- Anavi Nahar introduces Lakeflow Connect Free Tier, now available on Azure Databricks and announces the New Home for the Azure Databricks Blog
- Anavi Nahar writes about Near–Real-Time CDC to Delta Lake for BI and ML with Lakeflow on Azure Databricks
- On Hacker Noon, Daniel Romitelli explains How I Built a Cache-First Azure Maps Integration
- Christian Henrik Reich discusses Microsoft Fabric: Handling Schema-Enabled Lakehouses and Spark Temporary Views
- Bogdan Crivat (@bogdanC_guid) writes From Lakehouse to boardroom: Analytics and AI for real insights
- Emily Tehrani discusses Proactive and incremental statistics refresh for Fabric Data Warehouse and SQL Analytics Endpoint
🖥️ Compute
- The Azure Updates Team highlights some retirements: Retirement: End of life reminder of NVv3 and NVv4-series Azure virtual machine in Azure Batch pools, Retirement: Support for Windows Server 2016 Marketplace images on Azure Batch pools will end on January 12, 2027, Retirement: NP-series Azure Virtual Machines will be retired on May 31, 2027, Retirement: HC-series Azure Virtual Machines will be retired on May 31, 2027, Retirement: HBv2-series Azure Virtual Machines will be retired on May 31, 2027, Retirement: Migration of Azure Batch Low-Priority VMs to Spot VMs in early March and Retirement: Azure VMware Solution AV36P and AV52 node retirement on June 30, 2029
- Fernando Aznar Cornejo describes Azure NCv6 Virtual Machines: Enhancements and GA Transition
- Shannon Kuehn (@shankuehn) writes: Lost Your SSH Key to an Azure VM? Dont Panic. Heres the Fix.
🚢 Containers
- The Azure Updates Team highlights a Retirement: Flatcar Container Linux for AKS preview
- Richard Hooper (@Pixel_Robots) highlights that The AKS Book Is Out. Every AKS Decision That Will Save You a Cluster Rebuild.
- Karol Pieciukiewicz talks about Azure Container Apps – Path-Based Routing with Terraform
- Richard Hooper (@Pixel_Robots) highlights that AKS App Routing Istio Support Has Landed in the CLI. Here Is How to Test It
- Karol Pieciukiewicz discusses Azure Container Apps Jobs – Terraform
- Johnson Shim covers Health-Aware Failover for Azure Container Registry Geo-Replication
- Lara Vannut writes about Fine-grained access control for Azure Container Registry
🗄️ Databases
- The Azure Updates Team announces Azure SQL updates for mid-March 2026 (GA) and SQL MCP Server (Public Preview)
- The Azure Updates Team announces Versionless key support for transparent data encryption in Azure SQL Database (GA)
- On the Azure blog, Affan Dar writes about From legacy to leadership: How PostgreSQL on Azure powers enterprise agility and innovation
- Anasuah Chakraborty describes how to Setup Alert for Azure SQL DB database status
- Jose M Jurado (@jmjuradodiaz) shares some Lessons Learned 539: Azure SQL DB Scale-Down from S3 to S2 Can Fail When Change Feed Is Enabled
- Kyle Ikeda announces savings plan for databases: flexible savings for modern, evolving workloads
- Pieter Vanhove (@Pieter_Vanhove) writes about Versionless keys for Transparent Data Encryption in Azure SQL Database Generally Available
- Scott Kim announces Preview of 160 and 192vCore Premium-series Options for Azure SQL Database Hyperscale
- Vandhana Mehta announces Fabric Mirroring integration for Azure Database for MySQL - Public Preview at FabCon 2026
- On SQL Server Central, Kunal Rathi explains How to Use sqlpackage to Detect Schema Drift Between Azure SQL Databases
- Terry Jago describes SQL Server Transactional Replication from Always On Availability Groups to Azure SQL Database
- Dimitri Furman (@DimitriFurman) explains how to Stop defragmenting and start living: introducing auto index compaction
- David Levy announces the General Availability of Microsoft JDBC Driver 13.4 for SQL Server, describes mssql-python 1.4: Bulk Copy Arrives - Load Millions of Rows at Native Speed and discusses Microsoft.Data.SqlClient 7.0 Is Here: A Leaner, More Modular Driver for SQL Server
- Mohamed Baioumy discusses Recovering Missing Rows Gaps in Azure SQL Data Sync — Supported Approaches and What to Avoid
- Shireesh Thota discusses Advancing Databases for the Next Generation of Applications
🛠️ Developer Tools
- The Azure Updates Team announces GitHub Copilot integration in Schema Designer for the MSSQL extension (Public Preview), Data API builder with built-in GitHub Copilot in MSSQL extension (Public Preview) andGitHub Copilot in SQL Server Management Studio 22 (GA)
- Drew Skwiers-Koballa describes Database DevOps preview in SSMS 22.4.1
- Junjie Li discusses the AI Toolkit for VS Code — March 2026 Update
- On Visual Studio Magazine - Blogs, David Ramel (@dramel) writes: Hands On with VS Code 1.112's New Image Analysis for Agents, highlights that Visual Studio Code 1.112 Adds Integrated Browser Debugging, More Copilot CLI Control and that Microsoft Launches Azure Skills Plugin to Give AI Coding Agents Real Azure Expertise
- On IT Next, Dave Rendon blogs about Zero-Code AI Agents on Your Enterprise Data: The Azure Databricks + Copilot Studio Integration.
- Tobias Fenster discusses Using MCPs with GitHub Copilot without installing anything locally
- On Hacker Noon, Daniel Romitelli blogs about The Hidden Failure Mode in Multi-Agent Review
- Deepa Rajagopal highlights The updated Copilot for data engineering and data science (Preview)
🔩 DevOps
- The Azure Updates Team announces Database DevOps in SSMS powered by SQL projects (Public Preview)
- Gerd Saurer highlights the Fabric Extensibility Toolkit: CI/CD, Remote Lifecycle Notifications, and Fabric Scheduler Preview
- Richard Fennell (@richardfennell) highlights Another new problem when generating build agents using Packer and asks Why has my BizTalk CI/CD build just stopped working?
- Dan Hellem highlights the Azure DevOps Remote MCP Server public preview
- Gloridel Morales talks about March Patches for Azure DevOps Server
- Alan Kinane (@Azure_Alan) writes 'Hindsight is 20/20: The Azure Deployment Mistakes We All Made'
- On the Azure DevOps Podcast, Daniel Ward discusses AI Agents
- On the Microsoft DevOps blog, Angel Wong writes: Authentication Tokens Are Not a Data Contract
⚙️ Hybrid + Multicloud
- Jeff Kizner describes Building Microsofts Sovereign AI on Azure Local with NVIDIA RTX PRO and Next Gen NVIDIA Rubin
- Thomas Maurer (@thomasmaurer) explains How to Evaluate, Test, and Demo Azure Local
🎭 Identity
- The Azure Updates Team announces Azure Red Hat OpenShift Managed Identity and Workload Identity (GA) and Entra ID-Based Access for Azure Blob Storage SFTP (Public Preview)
- On Hacker Noon, Sukesh Singuru covers Building Secure and Performant Web Applications Using Azure AD and .NET Core Identity on macOS
- Ayobami Ayodeji introduces Azure Managed Grafana MCP: The Managed Data Gateway for AI Agents
- Jeevan Manoj announces Enterprise Identity Meets Secure File Transfer: Entra ID Public Preview on Azure Blob Storage SFTP
- Mohamed Baioumy blogs about Troubleshooting Azure SQL Managed Identity Authentication - When SSMS Works but Applications Fail
📚 Learning
- Kimberly Cottrell describes How equitable AI skilling takes shape inside a global organization
- Mahlah Murray highlights New AI-900 Lab Simulations
⚖️ Management and Governance
- The Azure Updates Team Retirement: Emissions Impact Dashboard for Azure
- Sai Kishor walks through Orchestrating Intrusion Detection and Prevention Signature overrides in Azure Firewall Premium
- Sebastian Kohlmeier announces Evaluations, Monitoring, and Tracing in Microsoft Foundry (GA)
- Shikha Ghildiyal discusses Centralized Monitoring in Azure
- Victor Legat writes about AI-Powered Troubleshooting for Microsoft Purview Data Lifecycle Management
- Nino Bilic highlights that AI-Powered Troubleshooting for Microsoft Purview Data Lifecycle Management is now available
- On Microsoft Security blog, Darren Portillo writes about some New Microsoft Purview innovations for Fabric to safely accelerate your AI transformation
- Darren Portillo writes about New Microsoft Purview innovations for Fabric to safely accelerate your AI transformation
- Ayobami Ayodeji discusses Introducing Azure Managed Grafana 12
- Thomas Thornton (@tamstar1234) discusses Azure Pricing Skill for GitHub Copilot Using Azure MCP
- Helder Pinto, Premier Field Engineer, explains how to Remove Unnecessary Azure Storage Account Dependencies in VM Diagnostics
- Angela Argentati, Matthew Dressman and Habiba Mohamed discuss Observability for AI Systems: Strengthening visibility for proactive risk detection
- Lior Bela announces three new partners for multi-tenant management with Microsoft Intune
🚌 Migration
- On Microsoft Fabric Blog, Richin Jain writes From legacy to Fabric: A new guided migration experience through Spectral Core Fabric Workload (Preview)
- Shannon Kuehn (@shankuehn) writes about Why Your Azure File Sync Migration Doesnt Look Like On-Premises
- Radu Vunvulea (@RaduVunvulea) walks through Moving faster in cloud transformation without cutting governance
- Orin Thomas provides an Overview of Azure Workload Modernization
- Naga Surendran (@naga_sur) provides A Practical Path Forward for Heroku Customers with Azure
🌐 Networking
- The Azure Updates Team announces Default Rule Set 2.2 and updates to ruleset support policy (GA)
- P. Beegala talks about Resiliency Patterns for Azure Front Door: Field Lessons
- Sam Cogan (@samcogan) writes about After Ingress NGINX: Migrating to Application Gateway for Containers
- Lee Stott describes Microsoft Foundry Model Router: A Developer's Guide to Smarter AI Routing
- Abhishek Tiwari discusses Azure Front Door: Resiliency Series – Part 2: Faster recovery RTO
- Mohit Kumar explains how to Detect, correlate, contain: New Azure Firewall IDPS detections in Microsoft Sentinel and XDR
- Richard M. Hicks (@richardhicks) covers Entra Private Access and VPN Migration Strategies on Entra.News
- Leo Li announces On-premises data gateway auto-update (admin triggered) (GA)
🔐 Security
- Charbel Nemnom (@charbelnemnom) covers Maximizing Microsoft Sentinel ROI with VirtualMetric DataStream – Part 2
- Dave Rendon provides a Azure IaaS Platform Security Deep Dive: Keys, Compute, Storage, and Network Defense in Depth
- Ashwin Patil walks through Turning historical patterns into actionable detection pipelines with Microsoft Sentinel data lake
- lmurthy talks about Securing the Browser Era - From Cloud to AI: A blog series on protecting the modern workspace
- Kaitlin Murphy writes about Secure access in the age of AI: Key findings from our 2026 Report
- Thomas Maurer (@thomasmaurer) covers Built-In CIS Benchmarks on Microsoft Azure
- The Intune Support Team writes about Best practices for securing Microsoft Intune
- Nikita Chhabra highlights an Action Required: Transition from HTTP Data Collector API in Microsoft Sentinel
- Shabaz Shaik covers Azure Bastion: Enterprise-grade secure access made simple
- Tiffiany discusses Building a Resilient Nonprofit: Practical Steps to Strengthen Your Digital Security
📦 Storage
- V. Sanone covers Troubleshooting SQL Server Backup Failures to Azure Blob Storage
⚙️ Azure Virtual Desktop
- Aresh Sarkari discusses Azure Virtual Desktop with Terraform – Pooled, Personal, RemoteApp + Monitoring, Dashboards and Scaling – All-in-one
- Denis Gundarev announces the RDP dynamic virtual channel plugin samples