Weekly Azure Roundup: SDKs, Sovereign Cloud, and Data Updates

by TechHub

Azure provides new features for developers and organizations, including SDK releases, confidential compute, sovereign infrastructure, enhanced data services, and expanded workflows for hybrid/multi-cloud operations.

Azure SDK and Developer Tooling Updates

The February Azure SDK update brings features for .NET, Python, JavaScript, and Go including better dependency injection, configuration, OpenTelemetry tracing, and certificate rotation. Management libraries add support for new hardware and service stacks. Azure Developer CLI introduces JMESPath queries, deployment slots, better remote build integration, and error messaging. The template gallery adds new automation blueprints for Blazor, EventHub triggers, MCP servers, agents, and AI gateways.

Confidential Compute, Sovereign Cloud, and Secure Operations

Azure Intel® TDX Confidential VMs are now available for production workloads, offering hardware-enforced isolation, enhanced attestation, and high performance. Sovereign Cloud expansions (Azure Local, Foundry Local) allow policy control, disconnected operations, and compliance-friendly AI in private or air-gapped environments. Organizations can host large language models and productivity services fully isolated from public networks.

Microsoft Fabric and Data Engineering

Fabric gets broad platform updates, including a VS Code extension, Git integration, modular notebooks, automation improvements, and tenant-wide security features (Customer Managed Keys, identity controls). Adaptive engines, connector expansion, and parallel CSV reading increase performance and reliability for data pipelines. Developers can find influencer spotlights, resources, and community examples covering Power BI, Spark, lakehouse, and analytics optimization.

SQL Platform for AI and Modern Analytics

Microsoft SQL and Fabric platforms provide new vector and semantic search features, RAG integration, and real-time mirroring with OneLake. Developers gain T-SQL extensions for similarity and ranking, governance with Purview and row-level security, and AI-powered T-SQL authoring with Copilot. Guides cover migration, dataset creation, and SQL Pool configuration.

Multi-Cloud Database Integration: Oracle Database@Azure

Oracle Database@Azure is now generally available in Amsterdam, bringing full support for Oracle database services on Azure. Migration does not require code changes, and the platform offers compliance-ready options with technical webinars for planning, licensing, and best practices.

MCP Server Integration and Agentic Workflows

New guides detail the integration of MCP servers with Azure SRE Agent and third-party tools like Datadog, Atlassian Rovo, and PagerDuty. Instructions include setup, authentication, troubleshooting, scenario coverage, and custom extension with subagents. Azure Logic Apps and Functions add wizards and templates for easy MCP server automation, and Python packages get extended CLI and CI/CD support.

Application Hosting, Background Workloads, and Persistent SSL in Azure

Updates for Azure Functions in Container Apps streamline background job and event-driven scenarios, with unified monitoring and Python integrations. Java developers get detailed self-signed certificate management guides for Linux-based Azure Functions, covering deployment and renewal outside restricted directories.

Networking Updates: Scalable ExpressRoute Gateway

A new ExpressRoute Gateway SKU delivers dynamic scaling, higher bandwidth, and multi-cloud redundancy. Video guides and technical content help teams migrate and maximize bandwidth.

API Management, Observability, and Registry Scaling

Azure API Management sets new service caps, aligning scaling strategies. Azure Monitor improves secure ingestion, Kubernetes pod placement, and automated log transformations with prebuilt KQL templates. Azure Container Registry Premium increases max size to 100 TiB and adds performance/monitoring enhancements for large ML pipelines.

Azure Local, Provisioning, and Migration Workflows

New central provisioning for Azure Local (using Azure Arc, ARM templates, and FIDO Onboarding) is now in public preview to simplify supply chain management for distributed applications. Migration guides cover VM transfer from VMware/Hyper-V to Azure Local without third-party tools, including synchronized cutover strategies for less downtime.

Other Azure News

Recent developer tooling fixes target hosting and integration workflows, following last week's focus on OpenClaw deployment, OneLake/Databricks cross-integration, and troubleshooting. Security enhancements target vulnerability and compliance issues.