azure-architecture

# Azure Architecture Skill This skill provides expert guidance for designing Azure solutions using Azure Architecture. Covers reference architectures, solution ideas, design patterns, technology choices, architecture styles, best practices, anti-patterns, example workloads, and migration guides. It combines local quick-reference content with remote documentation fetching capabilities. ## How to Use This Skill > **IMPORTANT for Agent**: Use the **Category Index** below to locate relevant sections. For categories with line ranges (e.g., `L35-L120`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file > **IMPORTANT for Agent**: If `metadata.generated_at` is more than 3 months old, suggest the user pull the latest version from the repository. If `mcp_microsoftdocs` tools are not available, suggest the user install it: [Installation Guide](https://github.com/MicrosoftDocs/mcp/blob/main/README.md) This skill requires **network access** to fetch documentation content: - **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown. - **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown. ## Category Index | Category | Lines | Description | |----------|-------|-------------| | Reference Architectures | L37-L89 | End-to-end Azure solution blueprints for ML, data platforms, networking, hybrid/Arc, AKS/microservices, SAP, security, and mission-critical, highly available enterprise architectures. | | Solution Ideas | L90-L129 | End-to-end solution patterns for AI, data, security, and infrastructure on Azure—covering MLOps, multi-agent AI, analytics, IoT, mainframe migration, and layered security architectures. | | Design Patterns | L130-L180 | Design and implementation guidance for cloud design patterns (messaging, resiliency, integration, security, data, and networking) using Azure services and reference architectures | | Technology Choices | L181-L215 | Guides for choosing Azure/Fabric services (AI/ML, data, storage, compute, containers, networking, messaging, search, vector, hybrid) based on workload, scale, and architecture needs. | | Architecture Styles | L216-L227 | Guidance on choosing and designing Azure app architectures (big compute, big data, event-driven, microservices, N-tier, web-queue-worker) with patterns, components, and best practices. | | Best Practices | L228-L284 | Best practices for designing, securing, monitoring, scaling, and operating Azure solutions, including RAG/AI, APIs, AKS, networking, DR, multitenancy, SAP, IoT, and Event Hubs/Functions. | | Anti-patterns | L285-L299 | Diagnosing and fixing common Azure performance and scalability anti-patterns (busy DB/front end, chatty I/O, no caching, noisy neighbors, retry storms, sync I/O, monolithic persistence). | | Example Workloads | L300-L386 | End-to-end reference architectures for real-world Azure workloads: data/analytics, AKS and networking, hybrid/VM/VDI, mainframe and SAP migrations, IoT/Edge, security, BCDR, and governance patterns. | | Migration Guides | L387-L417 | Mapping and migrating from AWS/Google Cloud/on-prem (incl. Oracle, Kafka, EKS) to Azure, comparing services, architectures, security, governance, and cost/ops equivalents | ### Reference Architectures | Topic | URL | |-------|-----| | Automate video analysis with Azure ML and Vision | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/analyze-video-computer-vision-machine-learning | | Implement baseline Azure ML online inference platform | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-azure-machine-learning-inference | | Deploy baseline enterprise chat with Microsoft Foundry | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-chat | | Implement baseline Foundry chat in an Azure landing zone | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-landing-zone | | Deploy MLOps v2 CI/CD and retraining architectures | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/machine-learning-operations-v2 | | Implement DR-ready Azure enterprise data platform architecture | https://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-architecture | | Enterprise-hardened Azure Data Factory lakehouse architecture | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-enterprise-hardened | | Mission-critical Azure Data Factory analytics architecture | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-mission-critical | | Implement Azure Data Factory medallion lakehouse baseline | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-on-azure-landing-zones-baseline | | Deploy MongoDB Atlas securely on Azure | https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/mongodb-atlas-baseline | | Move archive data from mainframes to Azure storage | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/move-archive-data-mainframes | | Deploy a hub-spoke AKS cluster with Azure Firewall | https://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-firewall | | Architect mission-critical global content delivery on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-content-delivery | | Implement mission-critical global HTTP ingress on Azure | https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-global-http-ingress | | Design global routing redundancy for mission-critical web apps | https://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/overview | | Implement multiregion load balancing with Traffic Manager and Application Gateway | https://learn.microsoft.com/en-us/azure/architecture/high-availability/traffic-manager-application-gateway | | Manage hybrid Kubernetes clusters with Azure Arc | https://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-hybrid-kubernetes | | Administer hybrid SQL Server instances with Azure Arc | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-arc-sql-server | | Implement enterprise cloud file shares with Azure Files | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-files-private | | Design Azure Local hyperconverged baseline architecture | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-baseline | | Deploy Azure Local switchless hyperconverged storage | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-switchless | | Design Azure Virtual Desktop on Azure Local | https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-workload-virtual-desktop | | Implement a hub-spoke network topology in Azure | https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke | | Deploy a hub-spoke network using Azure Virtual WAN | https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke-virtual-wan-architecture | | Implement TIC 3.0-compliant internet access on Azure | https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/trusted-internet-connections | | Implement IPv6 dual-stack hub-spoke network in Azure | https://learn.microsoft.com/en-us/azure/architecture/networking/guide/ipv6-architecture | | Rehost mainframe COBOL apps on Azure with Raincode | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/app-modernization/raincode-reference-architecture | | Deploy Microsoft Entra security for AWS identities | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/aws/aws-azure-ad-security | | Host GPU-based ML and HPC workloads on AKS | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-gpu/gpu-aks | | Deploy microservices applications on Azure Kubernetes Service | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices | | Implement advanced AKS microservices architecture with scaling and tracing | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices-advanced | | Deploy multiregion AKS baseline clusters for high availability | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-multi-region/aks-multi-cluster | | Deploy baseline Azure Kubernetes Service cluster infrastructure | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks | | Implement Azure Red Hat OpenShift landing zone for financial services | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aro/azure-redhat-openshift-financial-services-workloads | | Deploy end-to-end stream processing pipeline with Databricks | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-databricks | | Implement stream processing with Azure Stream Analytics | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-stream-analytics | | Implement secure hybrid DMZ network in Azure | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/dmz/secure-vnet-dmz | | Implement basic enterprise integration with Logic Apps and API Management | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/basic-enterprise-integration | | Implement ExpressRoute private peering to Azure VNets | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/expressroute-private-peering-connectivity | | Design ExpressRoute with VPN failover for resilience | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/expressroute-vpn-failover | | Deploy site-to-site VPN Gateway for hybrid networks | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/hybrid-vpn-connectivity | | Replicate and sync mainframe data to Azure during migration | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/migration/sync-mainframe-data-with-azure | | Run secure Linux virtual machines on Azure | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/linux-vm | | Deploy and secure Windows VMs with full Azure stack | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/n-tier/windows-vm | | Run SAP BW/4HANA application tier on Azure Linux VMs | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/sap/run-sap-bw4hana-with-linux-virtual-machines | | Deploy SAP HANA scale-up systems on Azure Linux VMs | https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/sap/run-sap-hana-for-linux-virtual-machines | | Deploy high-availability App Service Environment across zones | https://learn.microsoft.com/en-us/azure/architecture/web-apps/app-service-environment/architectures/app-service-environment-high-availability-deployment | | Enterprise App Service Environment v3 deployment architecture | https://learn.microsoft.com/en-us/azure/architecture/web-apps/app-service-environment/architectures/app-service-environment-standard-deployment | | Baseline zone-redundant App Service web app architecture | https://learn.microsoft.com/en-us/azure/architecture/web-apps/app-service/architectures/baseline-zone-redundant | ### Solution Ideas | Topic | URL | |-------|-----| | Run real-time AI inferencing with Silk virtual SAN on Azure IaaS | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/ai-inferencing-on-azure-iaas | | Generate AI-assisted documents from enterprise data | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/generate-documents-from-your-data | | Design image classification apps using Azure services | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/intelligent-apps-image-processing | | Implement a many-models machine learning architecture on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/many-models-machine-learning-azure-machine-learning | | Process multimodal content with Azure AI services | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/multi-modal-content-processing | | Implement multi-agent workflow automation on Azure | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/multiple-agent-workflow-automation | | Forecast customer orders with Azure AI | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/next-order-forecasting | | Orchestrate MLOps pipelines with Azure Databricks | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/orchestrate-machine-learning-azure-databricks | | Design conversation analytics with Foundry Tools | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/unlock-insights-from-conversational-data | | Analyze call center conversations using Foundry and Azure AI | https://learn.microsoft.com/en-us/azure/architecture/ai-ml/openai/architecture/call-center-openai-analytics | | Design polyglot persistence with Cosmos DB and SQL | https://learn.microsoft.com/en-us/azure/architecture/databases/idea/combine-relational-nosql | | Use Cosmos DB change feed for minimal storage replication | https://learn.microsoft.com/en-us/azure/architecture/databases/idea/minimal-storage-change-feed-replicate-data | | Plan migration of IBM z/OS OLTP workloads to Azure | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/ibm-zos-online-transaction-processing-azure | | Integrate IBM message queues with Azure data platform | https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/integrate-ibm-message-queues-azure | | Simulate IoT device behavior with Azure Load Testing and custom plugins | https://learn.microsoft.com/en-us/azure/architecture/guide/testing/load-testing/load-testing-with-custom-plugins | | Design portable adaptive applications across diverse environments | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/adaptive-apps | | Design dynamic multi-agent AI systems at scale | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ai-agents-at-scale | | Design AI Search skillsets for image and text enrichment | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ai-search-skillsets | | Build real-time analytics using Azure Service Bus and Microsoft Fabric | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/analytics-service-bus | | Create modern analytics architecture using Azure Databricks | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-databricks-modern-analytics-architecture | | Design first-layer defense with Azure security services | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-security-build-first-layer-defense | | Process real-time data streams with AKS and Kafka | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/data-streaming-scenario | | Design a GitHub-based DevSecOps IaC pipeline on Azure | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devsecops-infrastructure-as-code | | Design a highly available SharePoint farm on Azure | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/highly-available-sharepoint-farm | | Design ETL pipelines with Azure Databricks and Delta Lake | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ingest-etl-stream-with-adb | | Design IoT analytics with Azure Data Explorer and IoT Hub | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/iot-azure-data-explorer | | Replicate and sync mainframe files to Azure storage | https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/mainframe-azure-file-replication |