azure-architecture 怎么安装？

在终端执行 npx skills add https://github.com/microsoftdocs/agent-skills --skill azure-architecture。装完完全退出宿主工具再打开，让它重新扫描本地 Skill。

azure-architecture 支持哪些 AI 工具？

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录，一般也能手动放进去，但要自己确认触发方式是否一致。

azure-architecture 需要什么权限？

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API，使用前需要确认账号、额度、数据发送范围和服务条款。

azure-architecture 是免费的吗？

公开资料没有标注明确许可证，收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

azure-architecture 用的人多吗？

公开数据是累计安装 2,056 次，近一周安装 84 次，下载 659 次，GitHub 521 星。这些数字来自第三方目录统计，只能当作热度参考，不代表质量或安全性。

azure-architecture 安全吗？

第三方扫描有提醒项，说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

azure-architecture（Azure 架构） Skills下载安装命令和教程（microsoftdocs/agent-skills）

Skill	总安装	GitHub 星	权限	许可证	扫描
azure-deploy Azure 部署 · Codex、Claude	6,641,856	764	调用外部服务	未明确	通过
azure-diagnostics Azure diagnostics 问题管理 · Codex、Claude	6,575,520	764	调用外部服务	未明确	通过
azure-aigateway Azure aigateway 部署 · Codex、Claude	6,553,272	764	调用外部服务	未明确	有提醒
azure-ai Azure AI 搜索 · Codex、Claude	6,514,128	764	调用外部服务	未明确	通过
azure-cloud-migrate Azure Cloud migrate 部署 · Codex、Claude	6,506,784	764	调用外部服务	未明确	有提醒
azure-architecture Azure 架构 · 本页	2,056	521	调用外部服务	未明确	有提醒

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

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-L92	End-to-end Azure solution blueprints for mission-critical, hybrid, and multiregion workloads: networking, security, data/ML, AKS, AVD, integration, and DR-ready reference architectures.
Solution Ideas	L93-L124	End-to-end solution patterns for AI, analytics, security, DevSecOps, SAP, and data platforms on Azure, including reference architectures and implementation guidance.
Design Patterns	L125-L178	Design and integration patterns for building resilient, scalable, secure Azure apps: messaging, gateways, multitenancy, caching, transactions, auth, monitoring, and legacy modernization.
Technology Choices	L179-L213	Guides for choosing the right Azure/Fabric services (AI, data, storage, compute, networking, containers, messaging) by comparing options for specific workload and architecture needs.
Architecture Styles	L214-L224	Azure app architecture patterns: when and how to use Big Compute, Big Data, event-driven, microservices, N-tier, and Web-Queue-Worker styles, with design guidance and tradeoffs.
Best Practices	L225-L279	Best-practice patterns for Azure apps: API design, autoscale, caching, DR/HA, networking/IPv4-6, AKS, IoT, SAP, Event Hubs, App Service, DevSecOps, and GenAI/RAG operations.
Anti-patterns	L280-L294	Diagnosing and fixing common Azure performance and scalability anti-patterns (busy DB/front end, chatty I/O, no caching, retry storms, noisy neighbors, sync I/O, monolithic persistence).
Example Workloads	L295-L371	End-to-end reference architectures and patterns for real-world Azure workloads, covering data/AI, mainframe migration, networking, security, hybrid/Arc, AKS, Fabric, VDI, and app modernization.
Migration Guides	L372-L406	Guides for migrating from AWS, GCP, on-prem Oracle, Kafka, and Kubernetes/EKS to Azure, including service mapping, architecture, governance, security, cost, and app modernization patterns.

Reference Architectures

Topic	URL
Deploy a baseline Microsoft Foundry chat architecture on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/baseline-microsoft-foundry-chat
Run baseline Foundry chat in Azure landing zones	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
Design Azure data platform architecture with DR capabilities	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
Baseline medallion lakehouse with Azure Data Factory	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
Secure private AKS clusters with Azure Firewall and hub-spoke	https://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-firewall
Deploy Terraform-based Azure Sandbox environments	https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox
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
Implement enterprise cloud file shares with Azure Files	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-files-private
Design Azure Local baseline infrastructure architecture	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-local-baseline
Implement Azure Local storage switchless architecture	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
Design hybrid DNS resolution with Azure services	https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-dns-infra
Extend file services with Azure File Sync in hybrid setups	https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-file-services
Implement a hub-spoke network topology in Azure	https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke
Hub-spoke network topology 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
Secure AWS accounts using Microsoft Entra ID	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 architecture on AKS with DevOps	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices
Implement advanced AKS microservices architecture at scale	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices-advanced
Apply application design patterns for mission-critical Azure apps	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-app-design
Choose application platform for mission-critical workloads	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-app-platform
Design data platforms for mission-critical Azure solutions	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-data-platform
Implement deployment and testing for mission-critical workloads	https://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 apps	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-health-modeling
Design mission-critical architectures on Azure AKS	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-intro
Architect networking for mission-critical Azure workloads	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-networking
Operate and maintain mission-critical workloads on Azure	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-operations
Apply security controls to mission-critical Azure workloads	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-security
Run multiregion AKS clusters for high availability	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-multi-region/aks-multi-cluster
Use baseline reference architecture for secure AKS clusters	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks
Build 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 a Databricks-based stream processing pipeline	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
Deploy basic enterprise integration with Logic Apps and APIM	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/enterprise-integration/basic-enterprise-integration
Connect on-premises networks to Azure with ExpressRoute and VPN failover	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/expressroute-vpn-failover
Create AD DS resource forest in Azure for hybrid trust	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adds-forest
Extend AD FS to Azure for federated authentication	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/adfs
Integrate on-premises AD with Microsoft Entra ID	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/identity/azure-ad
Replicate and synchronize mainframe data to Azure	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/migration/sync-mainframe-data-with-azure
High-availability multi-zone App Service Environment deployment	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
Generate AI-assisted documents from enterprise data	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/generate-documents-from-your-data
Add image classification to apps on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/idea/intelligent-apps-image-processing
Scale many-models machine learning 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
Design 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
Use Cosmos DB change feed for minimal-cost archival	https://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 plugins	https://learn.microsoft.com/en-us/azure/architecture/guide/testing/load-testing/load-testing-with-custom-plugins
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
Design a modern analytics architecture with Azure Databricks	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/azure-databricks-modern-analytics-architecture
Build first security layer with core Azure security services	https://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 Kafka	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/data-streaming-scenario
Design a DevSecOps IaC pipeline with GitHub and Azure	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devsecops-infrastructure-as-code
Build batch and streaming ETL with Databricks and Delta Lake	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/ingest-etl-stream-with-adb
Analyze IoT telemetry 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
Diagram IT environment and build Azure-based threat maps	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/map-threats-it-environment
Add second defense layer with Microsoft Defender XDR	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-365-defender-build-second-layer-defense
Integrate Azure security with Microsoft Defender XDR services	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-365-defender-security-integrate-azure
Automate security responses with Microsoft Sentinel playbooks	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/microsoft-sentinel-automated-response
Plan cross-tenant workload migrations between Entra tenants	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/migrate-cloud-workloads-across-security-tenants
Apply multilayered security to Azure virtual machines	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/multilayered-protection-azure-vm
Design SAP S/4HANA large-instance architecture on Azure	https://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 SUSE	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/sap-workload-automation-suse
Design cross-region TDE resiliency for SQL Managed Instance with Managed HSM	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/secure-sql-managed-instance-managed-hardware-security-module
Design a modern SMB data platform with Fabric and Databricks	https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/small-medium-modern-data-platform

Design Patterns

Topic	URL
Implement custom auth via an Azure OpenAI gateway	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-custom-authentication
Use a gateway pattern for Azure OpenAI access	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-guide
Pattern for advanced monitoring via OpenAI gateway	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-monitoring
Gateway pattern for multiple Azure OpenAI backends	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/azure-openai-gateway-multi-backend
Implement Transactional Outbox with Cosmos DB and Service Bus	https://learn.microsoft.com/en-us/azure/architecture/databases/guide/transactional-out-box-cosmos
Virtual hub extension pattern for shared services in Virtual WAN	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-virtual-hub-extension-pattern
Implement the Ambassador pattern for helper services	https://learn.microsoft.com/en-us/azure/architecture/patterns/ambassador
Use the Anti-corruption Layer pattern with legacy systems	https://learn.microsoft.com/en-us/azure/architecture/patterns/anti-corruption-layer
Use the Asynchronous Request-Reply pattern for long tasks	https://learn.microsoft.com/en-us/azure/architecture/patterns/asynchronous-request-reply
Design Backends for Frontends for tailored clients	https://learn.microsoft.com/en-us/azure/architecture/patterns/backends-for-frontends
Apply the Bulkhead pattern to isolate failures	https://learn.microsoft.com/en-us/azure/architecture/patterns/bulkhead
Use the Cache-Aside pattern for on-demand caching	https://learn.microsoft.com/en-us/azure/architecture/patterns/cache-aside
Implement the Choreography pattern for workflows	https://learn.microsoft.com/en-us/azure/architecture/patterns/choreography
Use the Circuit Breaker pattern for resilient calls	https://learn.microsoft.com/en-us/azure/architecture/patterns/circuit-breaker
Apply the Claim-Check pattern for large messages	https://learn.microsoft.com/en-us/azure/architecture/patterns/claim-check
Use the Compensating Transaction pattern for rollback	https://learn.microsoft.com/en-us/azure/architecture/patterns/compensating-transaction
Use the Competing Consumers pattern for scaling	https://learn.microsoft.com/en-us/azure/architecture/patterns/competing-consumers
Consolidate compute with the Resource Consolidation pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/compute-resource-consolidation
Apply the CQRS pattern to separate reads and writes	https://learn.microsoft.com/en-us/azure/architecture/patterns/cqrs
Implement the Deployment Stamps pattern for multitenancy	https://learn.microsoft.com/en-us/azure/architecture/patterns/deployment-stamp
Design edge workload configuration for complex shop floors	https://learn.microsoft.com/en-us/azure/architecture/patterns/edge-workload-configuration
Implement Event Sourcing with an append-only store	https://learn.microsoft.com/en-us/azure/architecture/patterns/event-sourcing
Apply the External Configuration Store pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/external-configuration-store
Use the Federated Identity pattern for external auth	https://learn.microsoft.com/en-us/azure/architecture/patterns/federated-identity
Implement the Gatekeeper pattern to protect services	https://learn.microsoft.com/en-us/azure/architecture/patterns/gatekeeper
Use the Gateway Aggregation pattern to combine requests	https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-aggregation
Apply the Gateway Offloading pattern for shared services	https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-offloading
Use the Gateway Routing pattern for single-endpoint APIs	https://learn.microsoft.com/en-us/azure/architecture/patterns/gateway-routing
Implement the Geode pattern for global active-active	https://learn.microsoft.com/en-us/azure/architecture/patterns/geodes
Apply the Health Endpoint Monitoring pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/health-endpoint-monitoring
Use the Index Table pattern to speed queries	https://learn.microsoft.com/en-us/azure/architecture/patterns/index-table
Implement the Leader Election pattern for coordination	https://learn.microsoft.com/en-us/azure/architecture/patterns/leader-election
Use the Materialized View pattern for fast queries	https://learn.microsoft.com/en-us/azure/architecture/patterns/materialized-view
Apply the Messaging Bridge pattern to integrate systems	https://learn.microsoft.com/en-us/azure/architecture/patterns/messaging-bridge
Implement the Pipes and Filters integration pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/pipes-and-filters
Use the Priority Queue pattern for workloads	https://learn.microsoft.com/en-us/azure/architecture/patterns/priority-queue
Apply the Publisher-Subscriber pattern on Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/publisher-subscriber
Implement the Quarantine pattern for software supply chain	https://learn.microsoft.com/en-us/azure/architecture/patterns/quarantine
Use Queue-Based Load Leveling to smooth demand	https://learn.microsoft.com/en-us/azure/architecture/patterns/queue-based-load-leveling
Apply the Rate Limiting pattern to avoid throttling	https://learn.microsoft.com/en-us/azure/architecture/patterns/rate-limiting-pattern
Implement the Retry pattern for transient faults	https://learn.microsoft.com/en-us/azure/architecture/patterns/retry
Use the Saga pattern for distributed transactions	https://learn.microsoft.com/en-us/azure/architecture/patterns/saga
Coordinate actions with Scheduler Agent Supervisor pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/scheduler-agent-supervisor
Implement the Sequential Convoy serverless pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/sequential-convoy
Implement the Sharding data partitioning pattern on Azure	https://learn.microsoft.com/en-us/azure/architecture/patterns/sharding
Use the Sidecar pattern for cross-cutting concerns	https://learn.microsoft.com/en-us/azure/architecture/patterns/sidecar
Host static content using the Static Content Hosting pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/static-content-hosting
Modernize legacy systems with the Strangler Fig pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/strangler-fig
Control resource usage with the Throttling pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/throttling
Secure direct access using the Valet Key pattern	https://learn.microsoft.com/en-us/azure/architecture/patterns/valet-key

Technology Choices

Topic	URL
Compare Microsoft machine learning platforms and tools	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/data-science-and-machine-learning
Choose Azure AI services for image and video processing	https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/image-video-processing
Select Azure speech recognition and generation services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/speech-recognition-generation
Choose Azure targeted language processing services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/ai-services/targeted-language-processing
Select Azure data transfer tools and services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/scenarios/data-transfer
Select appropriate Azure AI services for applications	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/ai-services
Choose Azure technologies for analytics and reporting	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/analysis-visualizations-reporting
Select the right analytical data store in Azure	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/analytical-data-stores
Select Azure batch processing technologies for big data	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/batch-processing
Select big data storage technologies in Azure	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/data-storage
Choose an analytical data store in Microsoft Fabric	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/fabric-analytical-data-stores
Choose Azure natural language processing technologies	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/natural-language-processing
Choose Azure data pipeline orchestration services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/pipeline-orchestration-data-movement
Choose an Azure search data store technology	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/search-options
Compare Azure real-time stream processing services	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/stream-processing
Compare Azure data store models for workloads	https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/understand-data-store-models
Select the right Azure container hosting service	https://learn.microsoft.com/en-us/azure/architecture/guide/choose-azure-container-service
Choose the right Azure container service for workloads	https://learn.microsoft.com/en-us/azure/architecture/guide/container-service-general-considerations
Select the right Azure compute service	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree
Prepare to choose Azure data stores	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/data-stores-getting-started
Choose Azure hybrid hosting and connectivity options	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/hybrid-considerations
Select Azure load balancing services for applications	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview
Choose Azure asynchronous messaging services	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/messaging
Compare Java application hosting options on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/service-for-java-comparison
Select the right Azure storage service	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/storage-options
Navigate Azure technology choice decision guides	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/technology-choices-overview
Select an Azure service for vector search	https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/vector-search
Choose Azure compute options for microservices	https://learn.microsoft.com/en-us/azure/architecture/microservices/design/compute-options
Choose compute platform options for microservices	https://learn.microsoft.com/en-us/azure/architecture/microservices/design/compute-options
Evaluate Kubernetes edge compute options on Azure	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/choose-kubernetes-edge-compute-option
Choose connectivity options for on-premises to Azure VNets	https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/hybrid-networking/

Architecture Styles

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

Best Practices

Topic	URL
Extend existing MLOps to generative AI operations	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/genaiops-for-mlops
Manage foundation model versions and life cycles	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/manage-foundation-models-lifecycle
Securely design multitenant RAG inferencing solutions	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/secure-multitenant-rag
Design RESTful web APIs using Azure best practices	https://learn.microsoft.com/en-us/azure/architecture/best-practices/api-design
Implement and publish RESTful web APIs effectively	https://learn.microsoft.com/en-us/azure/architecture/best-practices/api-implementation
Implement autoscaling best practices on Azure	https://learn.microsoft.com/en-us/azure/architecture/best-practices/auto-scaling
Implement reliable, scalable background jobs on Azure	https://learn.microsoft.com/en-us/azure/architecture/best-practices/background-jobs
Apply effective caching strategies in Azure architectures	https://learn.microsoft.com/en-us/azure/architecture/best-practices/caching
Apply CDN strategies for low-latency content delivery	https://learn.microsoft.com/en-us/azure/architecture/best-practices/cdn
Plan data partitioning for scalable cloud solutions	https://learn.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning
Apply data partitioning strategies in Azure services	https://learn.microsoft.com/en-us/azure/architecture/best-practices/data-partitioning-strategies
Preserve HTTP host headers behind Azure reverse proxies	https://learn.microsoft.com/en-us/azure/architecture/best-practices/host-name-preservation
Apply Azure cloud application best practices	https://learn.microsoft.com/en-us/azure/architecture/best-practices/index-best-practices
Choose message encoding formats for cloud messaging	https://learn.microsoft.com/en-us/azure/architecture/best-practices/message-encode
Design monitoring and diagnostics for Azure applications	https://learn.microsoft.com/en-us/azure/architecture/best-practices/monitoring
Handle transient faults in cloud-based applications	https://learn.microsoft.com/en-us/azure/architecture/best-practices/transient-faults
Apply DR best practices for Azure data platforms	https://learn.microsoft.com/en-us/azure/architecture/data-guide/disaster-recovery/dr-for-azure-data-platform-recommendations
Optimize Apache Cassandra performance on Azure VMs	https://learn.microsoft.com/en-us/azure/architecture/databases/guide/cassandra
Move Azure IoT Hub solutions from test to production	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/iot/iot-move-to-production
Build AKS CI/CD pipelines using Azure Pipelines	https://learn.microsoft.com/en-us/azure/architecture/guide/aks/aks-cicd-azure-pipelines
Implement blue-green deployment strategy for AKS clusters	https://learn.microsoft.com/en-us/azure/architecture/guide/aks/blue-green-deployment-for-aks
Scale Azure IoT Hub solutions to millions of devices	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/scale-iot-solution-azure
Design multitenant architectures for Azure IoT Hub solutions	https://learn.microsoft.com/en-us/azure/architecture/guide/multitenant/approaches/iot
Secure inbound and outbound internet access for SAP on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-internet-inbound-outbound
Implement SAP S/4HANA on Azure Linux with HA/DR	https://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-s4hana
Apply network best practices for SAP landscapes on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/sap/sap-whole-landscape
Plan secure access to AKS API servers	https://learn.microsoft.com/en-us/azure/architecture/guide/security/access-azure-kubernetes-service-cluster-api-server
Apply best practices for workloads on Azure Spot VMs	https://learn.microsoft.com/en-us/azure/architecture/guide/spot/spot-eviction
Run continuous validation with Load Testing and Chaos Studio	https://learn.microsoft.com/en-us/azure/architecture/guide/testing/mission-critical-deployment-testing
Prevent IPv4 address exhaustion in large Azure networks	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/internet-protocol-version-4-exhaustion
Add IPv6 support to Azure hub-spoke networks	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/ipv6-architecture
Use Azure Private Link in hub-spoke networks	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-hub-spoke-network
Configure DNS for Private Link in Azure Virtual WAN	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-guide
Integrate SD-WAN with Azure hub-and-spoke topologies	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/sdwan-integration-in-hub-and-spoke-network-topologies
Check and troubleshoot AKS cluster health	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-cluster-health
Verify AKS connectivity to container registries	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-container-registry
Validate AKS admission controller health and impact	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-controllers
Monitor and triage AKS workload deployments	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-deployment
Diagnose AKS node and pod health issues	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-node-health
Use top-down triage practices for AKS operations	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/aks-triage-practices
Apply day-2 operations practices for AKS clusters	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/day-2-operations-guide
Troubleshoot networking issues in AKS clusters	https://learn.microsoft.com/en-us/azure/architecture/operator-guides/aks/troubleshoot-network-aks
Architect and optimize Event Hubs with Azure Functions	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/event-hubs-functions
Monitor Event Hubs and Azure Functions with Application Insights	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/observability
Optimize performance and scale for Event Hubs-triggered Functions	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/performance-scale
Design resilient Event Hubs and Azure Functions solutions	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/resilient-design
Secure Azure Functions integrated with Event Hubs	https://learn.microsoft.com/en-us/azure/architecture/serverless/event-hubs-functions/security
Protect APIs with Application Gateway and API Management	https://learn.microsoft.com/en-us/azure/architecture/web-apps/api-management/architectures/protect-apis
Design multi-region Azure App Service for disaster recovery	https://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 networks	https://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 Management	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/security/secure-single-page-application-authorization

Anti-patterns

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

Example Workloads

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
Automate document classification with Durable Functions	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-document-classification-durable-functions
Implement automated PDF forms processing on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/automate-pdf-forms-processing
Build and deploy custom document models on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/build-deploy-custom-models
Index blob content and metadata with Azure AI Search	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/search-blob-metadata
Design secure research environments for regulated data on Azure	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/architecture/secure-compute-for-research
Analyze call center conversations with Azure OpenAI	https://learn.microsoft.com/en-us/azure/architecture/ai-ml/openai/architecture/call-center-openai-analytics
Design a medallion lakehouse with Azure Data Factory	https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/azure-data-factory-on-azure-landing-zones-index
Apply DataOps to a modern data warehouse in Azure	https://learn.microsoft.com/en-us/azure/architecture/databases/architecture/dataops-mdw
Use Delphix for data masking with ADF and Synapse	https://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 Factory	https://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 WAF	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic
Expose and secure AKS workloads with Azure Front Door	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-front-door/aks-front-door
Design an enterprise BI solution with Microsoft Fabric	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/enterprise-bi-microsoft-fabric
Sync MongoDB Atlas changes to Microsoft Fabric in real time	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/sync-mongodb-atlas-fabric-analytics
Implement real-time MongoDB Atlas to Fabric sync	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/analytics/sync-mongodb-atlas-fabric-analytics
Implement SCI-based sustainability scoring for Azure apps	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/measure-azure-app-sustainability-sci-score
Apply SRE principles to build scalable Azure API platforms	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/apps/scalable-apps-performance-modeling-site-reliability
Implement multiregion BCDR for Azure Virtual Desktop	https://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 Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/certificate-lifecycle/
Build a unified Azure data warehouse and analytics pipeline	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/data-warehouse
Implement Esri ArcGIS Pro on Azure Virtual Desktop	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/esri-arcgis-azure-virtual-desktop
Implement a greenfield Microsoft Fabric lakehouse platform	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/greenfield-lakehouse-fabric
Implement near real-time lakehouse processing with Synapse	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/real-time-lakehouse-data-processing
Modernize SMB data warehouses with Fabric and Azure SQL	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/data/small-medium-data-warehouse
Implement end-to-end analytics with Microsoft Fabric	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/dataplate2e/data-platform-end-to-end
Implement automated APIOps deployments with API Management	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/devops/automated-api-deployments-apiops
Manage Microsoft 365 tenant configuration using Azure DevOps	https://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 recovery	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/enterprise-file-shares-disaster-recovery
Deploy scalable Moodle on Azure with NetApp Files	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/moodle-azure-netapp-files
Run Oracle Database on Azure VMs with Azure NetApp Files	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/oracle-azure-netapp-files
Migrate SQL Server to Azure VMs using Azure NetApp Files	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/file-storage/sql-server-azure-netapp-files
Implement computer forensics chain of custody on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/forensics/
Implement Zero Trust network for web apps with Azure Firewall	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/gateway/application-gateway-before-azure-firewall
Secure virtual networks with Azure Firewall and Application Gateway	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/gateway/firewall-application-gateway
Operate AKS clusters using GitOps with Flux and Argo CD	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/gitops-aks/gitops-blueprint-aks
Apply AKS baseline architecture on Azure Local	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/aks-baseline
Build GitOps pipelines for AKS on Azure Local with Arc	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/aks-hybrid-azure-local
Provide on-premises access to Azure Files with AD DS	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/azure-files-on-premises-authentication
Secure hybrid messaging client access with MFA	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-client
Secure hybrid messaging mobile access with MFA	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-mobile
Secure web-based hybrid messaging with MFA	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/hybrid/secure-hybrid-messaging-web
Extend on-premises AD DS domain into Azure VNets	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/identity/adds-extend-domain
Implement high availability and DR for multitier VM apps	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/infrastructure/multi-tier-app-disaster-recovery
Implement secure API Management landing zone with App Gateway	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/app-gateway-internal-api-management-function
Integrate enterprise systems using queues and events on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/queues-events
Implement SMA OpCon on Azure Kubernetes for workload automation	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/integration/sma-opcon-azure
Upload files privately from IoT Hub to secured Azure Storage	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/iot/iot-private-file-upload
Implement mainframe data replication to Azure with LIBER*IRIS	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-data-replication-azure-data-platform
Migrate mainframe data to Azure using Rocket RDRS	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-data-replication-azure-rdrs
Replicate mainframe and midrange data to Azure with Qlik	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-midrange-data-replication-azure-qlik
Replicate mainframe data to Azure using Precisely Connect	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/mainframe-replication-precisely-connect
Modernize IBM mainframe and midrange data on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/modernize-mainframe-data-to-azure
Re-engineer IBM z/OS batch applications on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/reengineer-mainframe-batch-apps-azure
Rehost Software AG Adabas and Natural mainframe workloads on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/rehost-adabas-software-ag
Rehost IMS DC and IMS DB on Azure with Raincode IMSql	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/mainframe/rehost-ims-raincode-imsql
Implement Siemens Teamcenter PLM baseline on Azure	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/manufacturing/teamcenter-baseline
Build real-time monitoring and observability for media telemetry	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/monitoring/monitoring-observable-systems-media
Replatform Kubernetes microservices to Azure Container Apps	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/serverless/microservices-with-container-apps
Build Dapr-based microservices on Azure Container Apps	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/serverless/microservices-with-container-apps-dapr
Plan WSUS deployment to update isolated Azure Windows VMs	https://learn.microsoft.com/en-us/azure/architecture/example-scenario/wsus/
Enable ML inference on Azure IoT Edge devices	https://learn.microsoft.com/en-us/azure/architecture/guide/iot/machine-learning-inference-iot-edge
Architect and deploy SAS analytics workloads on Azure	https://learn.microsoft.com/en-us/azure/architecture/guide/sas/sas-overview
Manage hybrid Kubernetes clusters with Azure Arc	https://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-hybrid-kubernetes
Deploy Azure Arc-enabled SQL Managed Instance for DR	https://learn.microsoft.com/en-us/azure/architecture/hybrid/arc-sql-managed-instance-disaster-recovery
Administer on-premises SQL Server using Azure Arc	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-arc-sql-server
Integrate Azure file shares into hybrid AD DS environments	https://learn.microsoft.com/en-us/azure/architecture/hybrid/azure-file-share
Monitor hybrid VM performance with Azure Monitor	https://learn.microsoft.com/en-us/azure/architecture/hybrid/hybrid-perf-monitoring
Implement automotive test fleet telemetry analytics on Azure	https://learn.microsoft.com/en-us/azure/architecture/industries/automotive/automotive-telemetry-analytics
Design massive-scale Azure Virtual WAN with multi-hub	https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/massive-scale-azure-architecture
Virtual WAN design for mixed security and performance needs	https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/performance-security-optimized-vwan
Single-region Private Link and DNS design in Virtual WAN	https://learn.microsoft.com/en-us/azure/architecture/networking/guide/private-link-virtual-wan-dns-single-region-workload
Design Windows 365 Azure network connections for Cloud PCs	https://learn.microsoft.com/en-us/azure/architecture/virtual-desktop/windows-365-azure-network-connection

Migration Guides

Topic	URL
Plan Azure adoption for AWS professionals	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/
Map AWS accounts and organizations to Azure subscriptions	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/accounts
Map and compare AWS compute services to Azure	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/compute
Map AWS data and AI services to Azure equivalents	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/data-ai
Compare AWS and Azure database technologies for migration	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/databases
Map Amazon EKS concepts and configs to Azure AKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/
Manage and optimize AKS costs versus Amazon EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/cost-management
Apply governance to AKS clusters versus EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/governance
Migrate Kubernetes workloads from EKS to AKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/migrate
Compare and configure AKS vs EKS monitoring and logging	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/monitoring
Manage AKS nodes and node pools versus EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/node-pools
Secure AKS API access compared to Amazon EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/private-clusters
Choose AKS storage options versus Amazon EKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/storage
Compare Kubernetes workload identity on EKS and AKS	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/eks-to-aks/workload-identity
Compare AWS and Azure messaging services	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/messaging
Compare AWS and Azure networking options for architects	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/networking
Understand AWS vs Azure regions and zones for resiliency	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/regions-zones
Compare AWS and Azure resource management models	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/resources
Map AWS identity solutions to Microsoft Entra ID	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/security-identity
Compare AWS and Azure storage services for migration	https://learn.microsoft.com/en-us/azure/architecture/aws-professional/storage
Migrate on-premises Oracle Database to Azure VMs	https://learn.microsoft.com/en-us/azure/architecture/databases/idea/migrate-oracle-azure-iaas
Migrate Oracle Exadata workloads to Oracle Database@Azure	https://learn.microsoft.com/en-us/azure/architecture/databases/idea/migrate-oracle-odaa-exadata
Migrate on-premises Oracle databases to Azure	https://learn.microsoft.com/en-us/azure/architecture/databases/idea/topic-migrate-oracle-azure
Understand Azure fundamentals for Google Cloud professionals	https://learn.microsoft.com/en-us/azure/architecture/gcp-professional/
Map Google Cloud services to Azure equivalents	https://learn.microsoft.com/en-us/azure/architecture/gcp-professional/services
Secure AWS environments with Microsoft security solutions	https://learn.microsoft.com/en-us/azure/architecture/guide/aws/aws-azure-security-solutions
Migrate Apache Kafka workloads to Azure services	https://learn.microsoft.com/en-us/azure/architecture/guide/hadoop/apache-kafka-migration
Plan Azure migration architecture and supporting services	https://learn.microsoft.com/en-us/azure/architecture/guide/migration/migration-start-here
Implement Modern Web App modernization pattern for.NET	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/modern-web-app/dotnet/guidance
Implement Modern Web App modernization pattern for Java	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/modern-web-app/java/guidance
Implement Reliable Web App migration pattern for.NET	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/reliable-web-app/dotnet/guidance
Implement Reliable Web App migration pattern for Java	https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/reliable-web-app/java/guidance

azure-architecture（Azure 架构）

安装方式

这个 Skill 是做什么的

上手步骤

常见问题

azure-architecture 怎么安装？

azure-architecture 支持哪些 AI 工具？

azure-architecture 需要什么权限？

azure-architecture 是免费的吗？

azure-architecture 用的人多吗？

azure-architecture 安全吗？

值得选的地方和要先想清楚的地方

适不适合你

云服务类 Skill 对比

SKILL.md 原文

Azure Architecture Skill

How to Use This Skill

Category Index

Reference Architectures

Solution Ideas

Design Patterns

Technology Choices

Architecture Styles

Best Practices

Anti-patterns

Example Workloads

Migration Guides

适合场景

能力概览

平台分布

安全审计

权限和风险

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