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azure-architecture

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. Use when selecting architecture patterns, choosing Azure services, or implementing production-ready solutions.

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Skill Content

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: This file may be large. Use the Category Index below to locate relevant sections, then use read_file with specific line ranges (e.g., L136-L144) to read the sections needed for the user's question This skill requires network access to fetch documentation content. Use mcp_microsoftdocs:microsoft_docs_fetch to retrieve full articles.

  • Fallback: Use the built-in WebFetch tool if the Microsoft Learn MCP server is not available.

Category Index

CategoryLinesDescription
Reference ArchitecturesL37-L91End-to-end Azure solution blueprints: mission-critical app, data, AKS, networking, hybrid, security, and MLOps architectures with deployment patterns and best practices.
Solution IdeasL92-L124End-to-end solution patterns for AI, data, analytics, IoT, security, SAP, and DevSecOps on Azure, showing how to combine services into complete architectures and workflows.
Design PatternsL125-L179Architecture and integration patterns for resilient, scalable, secure apps on Azure: messaging, microservices, gateways, caching, CQRS/event sourcing, multitenancy, and legacy modernization.
Technology ChoicesL180-L214Guides for choosing the right Azure/Fabric services (compute, storage, data, AI/ML, analytics, messaging, networking, containers) for specific workloads and architecture needs
Architecture StylesL215-L225Comparisons and design guidance for Azure app styles: big compute, big data, event-driven, microservices, N-tier, and web-queue-worker, with when-to-use and implementation patterns.
Best PracticesL226-L291Best-practice patterns for designing, securing, scaling, operating, and monitoring Azure apps and infrastructure, including AKS, APIs, networking, IoT, SAP, Event Hubs, and generative AI workloads
Anti-patternsL292-L306Diagnosing and fixing common cloud performance/scalability anti-patterns (busy DB/front end, chatty I/O, no caching, retry storms, noisy neighbors, sync I/O, monolithic persistence).
Example WorkloadsL307-L374End-to-end reference architectures and patterns for real-world Azure workloads: data/analytics, AI, security, networking, hybrid, AKS, VDI, mainframe, and app modernization scenarios.
Migration GuidesL375-L407Guides for migrating from AWS, GCP, on-prem Oracle, Kafka, and EKS to Azure, mapping services, comparing architectures, and planning secure, cost-optimized Azure adoption.

Reference Architectures

TopicURL
Deploy baseline enterprise Foundry chat architecturehttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-chat
Run baseline Foundry chat in Azure landing zoneshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-landing-zone
Deploy MLOps v2 CI/CD and retraining architectureshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/machine-learning-operations-v2
Design Azure data platform architecture with DR capabilitieshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-architecture
Enterprise-hardened Azure Data Factory lakehouse architecturehttps://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-enterprise-hardened
Mission-critical Azure Data Factory analytics architecturehttps://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-mission-critical
Baseline medallion lakehouse with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-on-azure-landing-zones-baseline
Deploy MongoDB Atlas securely on Azurehttps://learn.microsoft.com/en-us/azure/architecture/databases/architecture/mongodb-atlas-baseline
Move archive data from mainframes to Azure storagehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/move-archive-data-mainframes
Secure private AKS clusters with Azure Firewall and hub-spokehttps://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-firewall
Deploy Terraform-based Azure Sandbox environmentshttps://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox
Deploy mission-critical web apps on Azure App Servicehttps://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-app-service
Architect mission-critical global content delivery on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/mission-critical-content-delivery
Implement mission-critical global HTTP ingress on Azurehttps://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 appshttps://learn.microsoft.com/en-us/azure/architecture/guide/networking/global-web-applications/overview
Implement enterprise cloud file shares with Azure Fileshttps://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-files-private
Design Azure Local baseline infrastructure architecturehttps://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-baseline
Implement Azure Local storage switchless architecturehttps://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-switchless
Design hybrid DNS resolution with Azure serviceshttps://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-dns-infra
Extend file services with Azure File Sync in hybrid setupshttps://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-file-services
Implement hub-spoke network topology in Azurehttps://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke
Hub-spoke network topology using Azure Virtual WANhttps://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke-virtual-wan-architecture
Implement TIC 3.0-compliant internet access on Azurehttps://learn.microsoft.com/en-us/azure/architecture/networking/architecture/trusted-internet-connections
Secure AWS accounts using Microsoft Entra IDhttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/aws/aws-azure-ad-security
Host GPU-based ML and HPC workloads on AKShttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-gpu/gpu-aks
Deploy microservices architecture on AKS with DevOpshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices
Implement advanced AKS microservices architecture at scalehttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices-advanced
Apply application design patterns for mission-critical Azure appshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-app-design
Choose application platform for mission-critical workloadshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-app-platform
Design data platforms for mission-critical Azure solutionshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-data-platform
Implement deployment and testing for mission-critical workloadshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-deploy-test
Model and monitor health for mission-critical Azure appshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-health-modeling
Design mission-critical architectures on Azure AKShttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-intro
Architect networking for mission-critical Azure workloadshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-networking
Operate and maintain mission-critical workloads on Azurehttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-operations
Apply security controls to mission-critical Azure workloadshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-security
Run multiregion AKS clusters for high availabilityhttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-multi-region/aks-multi-cluster
Plan and implement baseline AKS cluster architectureshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-start-here
Use baseline reference architecture for secure AKS clustershttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks
Build Azure Red Hat OpenShift landing zone for financial serviceshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aro/azure-redhat-openshift-financial-services-workloads
Deploy a Databricks-based stream processing pipelinehttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-databricks
Implement stream processing with Azure Stream Analyticshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/data/stream-processing-stream-analytics
Implement secure hybrid DMZ network in Azurehttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/dmz/secure-vnet-dmz
Deploy basic enterprise integration with Logic Apps and APIMhttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/basic-enterprise-integration
Connect on-premises networks to Azure with ExpressRoute and VPN failoverhttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/expressroute-vpn-failover
Create AD DS resource forest in Azure for hybrid trusthttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adds-forest
Extend AD FS to Azure for federated authenticationhttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adfs
Integrate on-premises AD with Microsoft Entra IDhttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/azure-ad
High-availability multi-zone App Service Environment deploymenthttps://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 architecturehttps://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 architecturehttps://learn.microsoft.com/en-us/azure/architecture/web-apps/app-service/architectures/baseline-zone-redundant

Solution Ideas

TopicURL
Generate AI-assisted documents from enterprise datahttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/generate-documents-from-your-data
Add image classification to apps on Azurehttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/intelligent-apps-image-processing
Scale many-models machine learning on Azurehttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/many-models-machine-learning-azure-machine-learning
Process multimodal content with Azure AI serviceshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/multi-modal-content-processing
Design multi-agent workflow automation on Azurehttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/multiple-agent-workflow-automation
Forecast customer orders with Azure AIhttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/next-order-forecasting
Orchestrate MLOps pipelines with Azure Databrickshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/orchestrate-machine-learning-azure-databricks
Design conversation analytics with Foundry Toolshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/unlock-insights-from-conversational-data
Use Cosmos DB change feed for minimal-cost archivalhttps://learn.microsoft.com/en-us/azure/architecture/databases/idea/minimal-storage-change-feed-replicate-data
Load test Event Hubs and IoT Hub with custom JMeter pluginshttps://learn.microsoft.com/en-us/azure/architecture/guide/testing/load-testing/load-testing-with-custom-plugins
Use Azure DNS Private Resolver for hybrid name resolutionhttps://learn.microsoft.com/en-us/azure/architecture/networking/architecture/azure-dns-private-resolver
Add real-time analytics to Service Bus with Azure Data Explorerhttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/analytics-service-bus
Create a modern analytics architecture using Azure Databrickshttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-databricks-modern-analytics-architecture
Build first security layer with core Azure security serviceshttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-security-build-first-layer-defense
Stream and process real-time data with AKS and Kafkahttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/data-streaming-scenario
Design DevSecOps pipeline for infrastructure as codehttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devsecops-infrastructure-as-code
Build batch and streaming ETL with Databricks and Delta Lakehttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ingest-etl-stream-with-adb
Analyze IoT telemetry with Azure Data Explorer and IoT Hubhttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/iot-azure-data-explorer
Replicate and sync mainframe files to Azure storagehttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/mainframe-azure-file-replication
Diagram IT environment and build Azure-based threat mapshttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/map-threats-it-environment
Add second defense layer with Microsoft Defender XDRhttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-365-defender-build-second-layer-defense
Integrate Azure security with Microsoft Defender XDR serviceshttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-365-defender-security-integrate-azure
Automate security responses with Microsoft Sentinel playbookshttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-sentinel-automated-response
Plan cross-tenant workload migrations between Entra tenantshttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/migrate-cloud-workloads-across-security-tenants
Apply multilayered security to Azure virtual machineshttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/multilayered-protection-azure-vm
Use Project 15 IoT platform for sustainability solutions on Azurehttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/project-15-iot-sustainability
Design SAP S/4HANA large-instance architecture on Azurehttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-s4-hana-on-hli-with-ha-and-dr
Automate SAP infrastructure on Azure with SUSEhttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-workload-automation-suse
Design a modern SMB data platform with Fabric and Databrickshttps://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/small-medium-modern-data-platform

Design Patterns

TopicURL
Implement custom auth via an Azure OpenAI gatewayhttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-custom-authentication
Use a gateway pattern for Azure OpenAI accesshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-guide
Pattern for advanced monitoring via OpenAI gatewayhttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-monitoring
Gateway pattern for multiple Azure OpenAI backendshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-multi-backend
Implement Transactional Outbox with Cosmos DB and Service Bushttps://learn.microsoft.com/en-us/azure/architecture/databases/guide/transactional-out-box-cosmos
Apply microservices design patterns on Azurehttps://learn.microsoft.com/en-us/azure/architecture/microservices/design/patterns
Virtual hub extension pattern for shared services in Virtual WANhttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-virtual-hub-extension-pattern
Apply the Ambassador pattern for networked serviceshttps://learn.microsoft.com/en-us/azure/architecture/patterns/ambassador
Use the Anti-corruption Layer pattern with legacy systemshttps://learn.microsoft.com/en-us/azure/architecture/patterns/anti-corruption-layer
Implement the Asynchronous Request-Reply patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/async-request-reply
Design Backends for Frontends for tailored clientshttps://learn.microsoft.com/en-us/azure/architecture/patterns/backends-for-frontends
Apply the Bulkhead pattern for fault isolationhttps://learn.microsoft.com/en-us/azure/architecture/patterns/bulkhead
Use the Cache-Aside pattern for on-demand cachinghttps://learn.microsoft.com/en-us/azure/architecture/patterns/cache-aside
Implement the Choreography pattern for distributed workflowshttps://learn.microsoft.com/en-us/azure/architecture/patterns/choreography
Use the Circuit Breaker pattern for resilient callshttps://learn.microsoft.com/en-us/azure/architecture/patterns/circuit-breaker
Apply the Claim-Check pattern for large messageshttps://learn.microsoft.com/en-us/azure/architecture/patterns/claim-check
Use the Compensating Transaction pattern for rollbackhttps://learn.microsoft.com/en-us/azure/architecture/patterns/compensating-transaction
Implement the Competing Consumers pattern for scalinghttps://learn.microsoft.com/en-us/azure/architecture/patterns/competing-consumers
Use Compute Resource Consolidation to optimize workloadshttps://learn.microsoft.com/en-us/azure/architecture/patterns/compute-resource-consolidation
Apply the CQRS pattern to separate reads and writeshttps://learn.microsoft.com/en-us/azure/architecture/patterns/cqrs
Implement the Deployment Stamps pattern for multitenancyhttps://learn.microsoft.com/en-us/azure/architecture/patterns/deployment-stamp
Design edge workload configuration for complex shop floorshttps://learn.microsoft.com/en-us/azure/architecture/patterns/edge-workload-configuration
Use the Event Sourcing pattern for append-only statehttps://learn.microsoft.com/en-us/azure/architecture/patterns/event-sourcing
Apply the External Configuration Store patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/external-configuration-store
Use the Federated Identity pattern for external authhttps://learn.microsoft.com/en-us/azure/architecture/patterns/federated-identity
Implement the Gatekeeper pattern to protect serviceshttps://learn.microsoft.com/en-us/azure/architecture/patterns/gatekeeper
Use the Gateway Aggregation pattern to combine requestshttps://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-aggregation
Apply the Gateway Offloading pattern for shared serviceshttps://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-offloading
Use the Gateway Routing pattern for single-endpoint APIshttps://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-routing
Implement the Geode pattern for global active-activehttps://learn.microsoft.com/en-us/azure/architecture/patterns/geodes
Apply the Health Endpoint Monitoring patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/health-endpoint-monitoring
Use the Index Table pattern to speed querieshttps://learn.microsoft.com/en-us/azure/architecture/patterns/index-table
Implement the Leader Election pattern for coordinationhttps://learn.microsoft.com/en-us/azure/architecture/patterns/leader-election
Use the Materialized View pattern for fast querieshttps://learn.microsoft.com/en-us/azure/architecture/patterns/materialized-view
Apply the Messaging Bridge pattern to integrate systemshttps://learn.microsoft.com/en-us/azure/architecture/patterns/messaging-bridge
Implement the Pipes and Filters integration patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/pipes-and-filters
Use the Priority Queue pattern for workloadshttps://learn.microsoft.com/en-us/azure/architecture/patterns/priority-queue
Apply the Publisher-Subscriber messaging patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/publisher-subscriber
Implement the Quarantine pattern for software supply chainhttps://learn.microsoft.com/en-us/azure/architecture/patterns/quarantine
Use Queue-Based Load Leveling to smooth demandhttps://learn.microsoft.com/en-us/azure/architecture/patterns/queue-based-load-leveling
Apply the Rate Limiting pattern to avoid throttlinghttps://learn.microsoft.com/en-us/azure/architecture/patterns/rate-limiting-pattern
Implement the Retry pattern for transient faultshttps://learn.microsoft.com/en-us/azure/architecture/patterns/retry
Use the Saga pattern for distributed transactionshttps://learn.microsoft.com/en-us/azure/architecture/patterns/saga
Coordinate actions with Scheduler Agent Supervisor patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/scheduler-agent-supervisor
Implement the Sequential Convoy serverless patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/sequential-convoy
Scale data stores with the Sharding patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/sharding
Use the Sidecar pattern for cross-cutting concernshttps://learn.microsoft.com/en-us/azure/architecture/patterns/sidecar
Host static content using the Static Content Hosting patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/static-content-hosting
Modernize legacy systems with the Strangler Fig patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/strangler-fig
Control resource usage with the Throttling patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/throttling
Secure direct access using the Valet Key patternhttps://learn.microsoft.com/en-us/azure/architecture/patterns/valet-key

Technology Choices

TopicURL
Compare Microsoft machine learning platforms and toolshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/data-science-and-machine-learning
Select Azure AI services for video and image processinghttps://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/image-video-processing
Choose Azure speech recognition and generation toolshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/speech-recognition-generation
Select Azure targeted language processing serviceshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/targeted-language-processing
Select Azure data transfer tools and serviceshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/scenarios/data-transfer
Choose Azure AI services for application workloadshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/ai-services
Choose Azure technologies for analytics and reportinghttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/analysis-visualizations-reporting
Choose an analytical data store for big datahttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/analytical-data-stores
Select Azure batch processing technologies for big datahttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/batch-processing
Select big data storage technologies in Azurehttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/data-storage
Choose an analytical data store in Microsoft Fabrichttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/fabric-analytical-data-stores
Choose Azure natural language processing technologieshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/natural-language-processing
Choose Azure data pipeline orchestration serviceshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/pipeline-orchestration-data-movement
Choose an Azure search data store technologyhttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/search-options
Compare Azure real-time stream processing serviceshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/stream-processing
Compare Azure data store models for workloadshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/understand-data-store-models
Select the right Azure container hosting servicehttps://learn.microsoft.com/en-us/azure/architecture/guide/choose-azure-container-service
Choose the right Azure container service for workloadshttps://learn.microsoft.com/en-us/azure/architecture/guide/container-service-general-considerations
Select the right Azure compute servicehttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree
Prepare to choose Azure operational data storeshttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/data-stores-getting-started
Choose Azure hybrid hosting and connectivity optionshttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/hybrid-considerations
Select Azure load balancing services for applicationshttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview
Choose Azure asynchronous messaging serviceshttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/messaging
Compare Java application hosting options on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/service-for-java-comparison
Decide between Azure storage services for workloadshttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/storage-options
Navigate Azure technology choice decision guideshttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/technology-choices-overview
Select an Azure service for vector searchhttps://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/vector-search
Choose Azure compute options for microserviceshttps://learn.microsoft.com/en-us/azure/architecture/microservices/design/compute-options
Choose compute platform options for microserviceshttps://learn.microsoft.com/en-us/azure/architecture/microservices/design/compute-options
Evaluate Kubernetes edge compute options on Azurehttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/choose-kubernetes-edge-compute-option
Choose connectivity options for on-premises to Azure VNetshttps://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/

Architecture Styles

TopicURL
Understand and compare Azure architecture styleshttps://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/
Apply Big Compute architecture style on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/big-compute
Design Big Data architecture style on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/big-data
Implement event-driven architecture style on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/event-driven
Adopt microservices architecture style on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/microservices
Implement N-tier architecture style on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/n-tier
Use Web-Queue-Worker architecture style on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/architecture-styles/web-queue-worker

Best Practices

TopicURL
Extend existing MLOps to generative AI operationshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/genaiops-for-mlops
Manage foundation model versions and life cycleshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/manage-foundation-models-lifecycle
Securely design multitenant RAG inferencing solutionshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/secure-multitenant-rag
Design RESTful web APIs using Azure best practiceshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/api-design
Implement and publish RESTful web APIs effectivelyhttps://learn.microsoft.com/en-us/azure/architecture/best-practices/api-implementation
Implement autoscaling strategies for Azure workloadshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/auto-scaling
Design and run background jobs in cloud applicationshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/background-jobs
Use caching to improve performance and scalabilityhttps://learn.microsoft.com/en-us/azure/architecture/best-practices/caching
Apply CDN strategies for low-latency content deliveryhttps://learn.microsoft.com/en-us/azure/architecture/best-practices/cdn
Plan data partitioning for scalable cloud solutionshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning
Apply data partitioning strategies in Azure serviceshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning-strategies
Preserve HTTP host headers behind Azure reverse proxieshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/host-name-preservation
Apply cross-cutting cloud application best practiceshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/index-best-practices
Choose message encoding formats for cloud messaginghttps://learn.microsoft.com/en-us/azure/architecture/best-practices/message-encode
Implement monitoring and diagnostics for cloud appshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/monitoring
Handle transient faults in cloud-based applicationshttps://learn.microsoft.com/en-us/azure/architecture/best-practices/transient-faults
Apply DR best practices for Azure data platformshttps://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-recommendations
Optimize Apache Cassandra performance on Azure VMshttps://learn.microsoft.com/en-us/azure/architecture/databases/guide/cassandra
Move Azure IoT Hub solutions from test to productionhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/iot/iot-move-to-production
Build AKS CI/CD pipelines using Azure Pipelineshttps://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-cicd-azure-pipelines
Implement high availability for multitier AKS applicationshttps://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-high-availability
Implement blue-green deployment strategy for AKS clustershttps://learn.microsoft.com/en-us/azure/architecture/guide/aks/blue-green-deployment-for-aks
Use Bicep deployment scripts to wait on Azure resource stateshttps://learn.microsoft.com/en-us/azure/architecture/guide/devops/deployment-scripts-property-check
Apply DevSecOps security practices to AKS workloadshttps://learn.microsoft.com/en-us/azure/architecture/guide/devsecops/devsecops-on-aks
Scale Azure IoT Hub solutions to millions of deviceshttps://learn.microsoft.com/en-us/azure/architecture/guide/iot/scale-iot-solution-azure
Design multitenant architectures for Azure IoT Hub solutionshttps://learn.microsoft.com/en-us/azure/architecture/guide/multitenant/approaches/iot
Secure inbound and outbound internet access for SAP on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-internet-inbound-outbound
Apply proven practices for SAP NetWeaver on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-netweaver
Implement SAP S/4HANA on Azure Linux with HA/DRhttps://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-s4hana
Apply network best practices for SAP landscapes on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-whole-landscape
Plan secure access to AKS API servershttps://learn.microsoft.com/en-us/azure/architecture/guide/security/access-azure-kubernetes-service-cluster-api-server
Apply best practices for workloads on Azure Spot VMshttps://learn.microsoft.com/en-us/azure/architecture/guide/spot/spot-eviction
Run continuous validation with Load Testing and Chaos Studiohttps://learn.microsoft.com/en-us/azure/architecture/guide/testing/mission-critical-deployment-testing
Design CI/CD pipelines for AKS microservices with Azure DevOpshttps://learn.microsoft.com/en-us/azure/architecture/microservices/ci-cd-kubernetes
Prevent IPv4 address exhaustion in large Azure networkshttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/internet-protocol-version-4-exhaustion
Add IPv6 support to Azure hub-spoke networkshttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/ipv6-architecture
Plan IPv6 adoption for Azure network environmentshttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/ipv6-ip-planning
Deploy highly available network virtual appliances in Azurehttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/network-virtual-appliance-high-availability
Use Azure Private Link in hub-spoke networkshttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-hub-spoke-network
Configure DNS for Private Link in Azure Virtual WANhttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-guide
Integrate SD-WAN with Azure hub-and-spoke topologieshttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/sdwan-integration-in-hub-and-spoke-network-topologies
Implement backup and recovery strategies for AKShttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-backup-and-recovery
Check and troubleshoot AKS cluster healthhttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-cluster-health
Verify AKS connectivity to container registrieshttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-container-registry
Validate AKS admission controller health and impacthttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-controllers
Monitor and triage AKS workload deploymentshttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-deployment
Diagnose AKS node and pod health issueshttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-node-health
Use top-down triage practices for AKS operationshttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-practices
Plan patching and upgrade strategies for AKS clustershttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-upgrade-practices
Apply day-2 operations practices for AKS clustershttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/day-2-operations-guide
Troubleshoot networking issues in AKS clustershttps://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/troubleshoot-network-aks
Architect and optimize Event Hubs with Azure Functionshttps://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/event-hubs-functions
Monitor Event Hubs and Azure Functions with Application Insightshttps://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/observability
Optimize performance and scale for Event Hubs-triggered Functionshttps://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/performance-scale
Design resilient Event Hubs and Azure Functions solutionshttps://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/resilient-design
Secure Azure Functions integrated with Event Hubshttps://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/security
Protect APIs with Application Gateway and API Managementhttps://learn.microsoft.com/en-us/azure/architecture/web-apps/api-management/architectures/protect-apis
Implement the Modern Web App pattern for .NET on Azurehttps://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/modern-web-app/dotnet/guidance
Implement the Modern Web App pattern for Java on Azurehttps://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/modern-web-app/java/guidance
Design multi-region Azure App Service for disaster recoveryhttps://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/multi-region-app-service/multi-region-app-service
Securely access App Service apps from on-premises networkshttps://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/networking/access-multitenant-web-app-from-on-premises
Protect SPA access tokens using Azure API Managementhttps://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/security/secure-single-page-application-authorization

Anti-patterns

TopicURL
Identify and remediate common Azure performance antipatternshttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/
Avoid the Busy Database performance antipatternhttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/busy-database/
Detect and fix the Busy Front End antipatternhttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/busy-front-end/
Detect and remediate Chatty I/O antipatternhttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/chatty-io/
Mitigate the Extraneous Fetching antipattern in Azurehttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/extraneous-fetching/
Avoid Improper Instantiation performance antipatternhttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/improper-instantiation/
Address Monolithic Persistence data store antipatternhttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/monolithic-persistence/
Fix the No Caching scalability antipattern in cloud appshttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/no-caching/
Mitigate Noisy Neighbor issues in multitenant systemshttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/noisy-neighbor/noisy-neighbor
Prevent Retry Storm antipattern in cloud serviceshttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/retry-storm/
Eliminate Synchronous I/O antipattern for scalabilityhttps://learn.microsoft.com/en-us/azure/architecture/antipatterns/synchronous-io/

Example Workloads

TopicURL
Automate video analysis with Azure ML and Visionhttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/analyze-video-computer-vision-machine-learning
Automate document classification with Durable Functionshttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-document-classification-durable-functions
Implement automated PDF forms processing on Azurehttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-pdf-forms-processing
Build and deploy custom document models on Azurehttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/build-deploy-custom-models
Index blob content and metadata with Azure AI Searchhttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/search-blob-metadata
Design secure research environments for regulated data on Azurehttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/secure-compute-for-research
Analyze call center conversations with Azure OpenAIhttps://learn.microsoft.com/en-us/azure/architecture/ai-ml/openai/architecture/call-center-openai-analytics
Design a medallion lakehouse with Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-on-azure-landing-zones-index
Analyze MongoDB Atlas data with Azure Synapsehttps://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-synapse-analytics-integrate-mongodb-atlas
Apply DataOps to a modern data warehouse in Azurehttps://learn.microsoft.com/en-us/azure/architecture/databases/architecture/dataops-mdw
Use Delphix for data masking with ADF and Synapsehttps://learn.microsoft.com/en-us/azure/architecture/databases/guide/data-obfuscation-with-delphix-in-azure-data-factory
Scramble SAP data using Delphix and Azure Data Factoryhttps://learn.microsoft.com/en-us/azure/architecture/databases/guide/data-scrambling-for-sap-using-delphix-and-azure-data-factory
Protect multitenant AKS apps with Application Gateway WAFhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic
Expose and secure AKS workloads with Azure Front Doorhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-front-door/aks-front-door
Design an enterprise BI solution with Microsoft Fabrichttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/enterprise-bi-microsoft-fabric
Sync MongoDB Atlas changes to Azure Synapse in real timehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/sync-mongodb-atlas-azure-synapse-analytics
Implement SCI-based sustainability scoring for Azure appshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/measure-azure-app-sustainability-sci-score
Implement multiregion BCDR for Azure Virtual Desktophttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/azure-virtual-desktop/azure-virtual-desktop-multi-region-bcdr
Automate certificate lifecycle management with nonintegrated CAs on Azurehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/certificate-lifecycle/
Build a unified Azure data warehouse and analytics pipelinehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/data-warehouse
Deploy Esri ArcGIS Pro on Azure Virtual Desktophttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/esri-arcgis-azure-virtual-desktop
Implement near real-time lakehouse processing with Synapsehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/real-time-lakehouse-data-processing
Modernize SMB data warehouses with Fabric and Azure SQLhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/small-medium-data-warehouse
Implement end-to-end analytics with Microsoft Fabrichttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/dataplate2e/data-platform-end-to-end
Implement APIOps automated API deployments on Azurehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/devops/automated-api-deployments-apiops
Manage Microsoft 365 tenant config with Azure DevOpshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/devops/manage-microsoft-365-tenant-configuration-microsoft365dsc-devops
Implement resilient Azure NetApp Files shares with disaster recoveryhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/enterprise-file-shares-disaster-recovery
Deploy scalable Moodle on Azure with NetApp Fileshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/moodle-azure-netapp-files
Run Oracle Database on Azure VMs with Azure NetApp Fileshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/oracle-azure-netapp-files
Migrate SQL Server to Azure VMs using Azure NetApp Fileshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/sql-server-azure-netapp-files
Implement digital forensics chain of custody on Azurehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/forensics/
Implement Zero Trust network for web apps with Azure Firewallhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/gateway/application-gateway-before-azure-firewall
Secure virtual networks with Azure Firewall and Application Gatewayhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/gateway/firewall-application-gateway
Operate AKS clusters using GitOps with Flux and Argo CDhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/gitops-aks/gitops-blueprint-aks
Apply AKS baseline architecture on Azure Localhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/aks-baseline
Build GitOps pipelines for AKS on Azure Local with Archttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/aks-hybrid-azure-local
Provide on-premises access to Azure Files with AD DShttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/azure-files-on-premises-authentication
Secure hybrid messaging client access with MFAhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-client
Secure hybrid messaging mobile access with MFAhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-mobile
Secure web-based hybrid messaging with MFAhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-web
Extend on-premises AD DS domain into Azure VNetshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/identity/adds-extend-domain
Implement secure API Management landing zone with App Gatewayhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/app-gateway-internal-api-management-function
Integrate enterprise systems using queues and events on Azurehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/queues-events
Upload files privately from IoT Hub to secured Azure Storagehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/iot/iot-private-file-upload
Back up mainframe file and tape data to Azure with Luminexhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/luminex-mainframe-file-tape-transfer
Modernize mainframe workloads using BMC AMI Cloud and Azure Blobhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-modernization-bmc-ami-cloud
Implement Siemens Teamcenter PLM baseline on Azurehttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/manufacturing/teamcenter-baseline
Build real-time monitoring and observability for media telemetryhttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/monitoring/monitoring-observable-systems-media
Replatform Kubernetes microservices to Azure Container Appshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/serverless/microservices-with-container-apps
Build Dapr-based microservices on Azure Container Appshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/serverless/microservices-with-container-apps-dapr
Plan WSUS deployment to update isolated Azure Windows VMshttps://learn.microsoft.com/en-us/azure/architecture/example-scenario/wsus/
Enable ML inference on Azure IoT Edge deviceshttps://learn.microsoft.com/en-us/azure/architecture/guide/iot/machine-learning-inference-iot-edge
Architect and deploy SAS analytics workloads on Azurehttps://learn.microsoft.com/en-us/azure/architecture/guide/sas/sas-overview
Manage hybrid Kubernetes clusters with Azure Archttps://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-hybrid-kubernetes
Deploy Azure Arc-enabled SQL Managed Instance for DRhttps://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-sql-managed-instance-disaster-recovery
Administer on-premises SQL Server using Azure Archttps://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-arc-sql-server
Integrate Azure file shares into hybrid AD DS environmentshttps://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-file-share
Design Azure Virtual Desktop workloads on Azure Localhttps://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-workload-virtual-desktop
Monitor hybrid VM performance with Azure Monitorhttps://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-perf-monitoring
Implement automotive test fleet telemetry analytics on Azurehttps://learn.microsoft.com/en-us/azure/architecture/industries/automotive/automotive-telemetry-analytics
Design massive-scale Azure Virtual WAN with multi-hubhttps://learn.microsoft.com/en-us/azure/architecture/networking/architecture/massive-scale-azure-architecture
Virtual WAN design for mixed security and performance needshttps://learn.microsoft.com/en-us/azure/architecture/networking/architecture/performance-security-optimized-vwan
Enable cross-tenant private endpoint access to web appshttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/cross-tenant-secure-access-private-endpoints
Single-region Private Link and DNS design in Virtual WANhttps://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-single-region-workload

Migration Guides

TopicURL
Plan Azure adoption for AWS professionalshttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/
Map AWS accounts and organizations to Azure subscriptionshttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/accounts
Compare AWS and Azure compute services for migrationhttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/compute
Map AWS data and AI services to Azure equivalentshttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/data-ai
Compare AWS and Azure database technologies for migrationhttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/databases
Adopt AKS for Amazon EKS professionalshttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/
Manage and optimize AKS costs versus Amazon EKShttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/cost-management
Apply governance to AKS clusters versus EKShttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/governance
Migrate Kubernetes workloads from EKS to AKShttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/migrate
Compare and configure AKS vs EKS monitoring and logginghttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/monitoring
Manage AKS nodes and node pools versus EKShttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/node-pools
Secure AKS API access compared to Amazon EKShttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/private-clusters
Choose AKS storage options versus Amazon EKShttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/storage
Compare Kubernetes workload identity on EKS and AKShttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/workload-identity
Compare AWS and Azure messaging serviceshttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/messaging
Compare AWS and Azure networking options for architectshttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/networking
Understand AWS vs Azure regions and zones for resiliencyhttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/regions-zones
Compare AWS and Azure resource management modelshttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/resources
Map AWS identity solutions to Microsoft Entra IDhttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/security-identity
Compare AWS and Azure storage services for migrationhttps://learn.microsoft.com/en-us/azure/architecture/aws-professional/storage
Migrate on-premises Oracle Database to Azure VMshttps://learn.microsoft.com/en-us/azure/architecture/databases/idea/migrate-oracle-azure-iaas
Migrate Oracle Exadata workloads to Oracle Database@Azurehttps://learn.microsoft.com/en-us/azure/architecture/databases/idea/migrate-oracle-odaa-exadata
Migrate on-premises Oracle databases to Azurehttps://learn.microsoft.com/en-us/azure/architecture/databases/idea/topic-migrate-oracle-azure
Understand Azure fundamentals for Google Cloud professionalshttps://learn.microsoft.com/en-us/azure/architecture/gcp-professional/
Map Google Cloud services to Azure equivalentshttps://learn.microsoft.com/en-us/azure/architecture/gcp-professional/services
Secure AWS environments with Microsoft security solutionshttps://learn.microsoft.com/en-us/azure/architecture/guide/aws/aws-azure-security-solutions
Migrate Apache Kafka workloads to Azure serviceshttps://learn.microsoft.com/en-us/azure/architecture/guide/hadoop/apache-kafka-migration
Plan Azure migration architecture and supporting serviceshttps://learn.microsoft.com/en-us/azure/architecture/guide/migration/migration-start-here
Implement Reliable Web App pattern for .NET migrationshttps://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/reliable-web-app/dotnet/guidance
Implement Reliable Web App pattern for Java migrationshttps://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/reliable-web-app/java/guidance
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UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 chart types across 10 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, and HTML/CSS). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, and check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, and mobile app. Elements: button, modal, navbar, sidebar, card, table, form, and chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, and flat design. Topics: color systems, accessibility, animation, layout, typography, font pairing, spacing, interaction states, shadow, and gradient. Integrations: shadcn/ui MCP for component search and examples.

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