Weekly Azure Roundup: GA Data Platforms, Hybrid, and Migrations

by TechHub

This week’s Azure section covers new general availability releases, migration guides, platform engineering changes, and features for secure and real-time data platforms.

Azure Databricks and Real-Time Data Platforms

Azure Databricks Lakebase is now generally available, providing a Postgres-compatible, serverless data platform for analytics, operational, and AI workloads. State management, real-time feature serving, and agent memory are supported. Postgres migrations are straightforward, and new AI models (Grok 4.0, Qwen3.5, GPT-5.x) are now supported. AI Foundry simplifies advanced model connections and analytics.

Azure Logic Apps and Integration Modernization

Azure Logic Apps enhancements include higher API Management limits, easier migration, SAP workflow support, AKS hybrid deployment, and advanced cost management and monitoring controls. The BizTalk migration tool allows orchestrations to convert easily to Logic Apps. Tutorials cover external configuration, state management, and host migration. These changes make logic-driven automation more accessible for enterprise teams.

Hybrid and Sovereign Cloud Capabilities

Azure's hybrid cloud now has new training (Sovereign Cloud MicroHack) for governance, RBAC, encryption, and confidential settings, available as GitHub lab challenges. Azure Arc Gateway for Kubernetes streamlines network operations for regulatory workloads. Both updates help customers meet compliance rules across disconnected or connected environments.

Migration Guides for Azure Networking and Container Workloads

Guides are available for moving from AKS Virtual Nodes to Helm-managed Container Instances, covering steps like add-on disablement, resource clean-up, and new deployment configurations. There’s also new help for ExpressRoute Gateway migration, with focus on public IP SKU changes and best practices for minimal disruption and validation.

Platform Engineering, AI-Driven Infrastructure, and Compliance

This week, analysis covers how AI-driven IaC (infrastructure as code) and policy enforcement streamline compliance and resource management. Using Copilot and other agents, teams can generate and validate infrastructure, create diagrams, and automate compliance checks in development and operations. Platforms like Copilot Spaces and Skills help with modular agent tooling, and policy-as-code systems keep cloud management auditable.

Location and Networking APIs

The Azure Maps Geocode Autocomplete API is generally available, offering multi-language structured address suggestions and serving as a Bing Maps Autosuggest replacement. Documentation and migration samples provide everything needed for integration and localized applications.

Azure Managed Disks and Developer Productivity

Managed Disks now support instant access incremental snapshots, improving restore speed and reducing downtime in premium and ultra-tier environments. New API parameters allow granular configuration and more efficient cost control for disk usage.

Other Azure News

Azure IaaS Resource Center adds new best practices, sample architectures, and migration resources for reliable and scalable environments, including networking, redundancy, GPU scaling, and cost optimization.