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What's new in Azure Architecture Center
The Azure Architecture Center (AAC) helps you design, build, and operate solutions on Azure. Learn about the cloud architectural styles and design patterns. Use the technology choices and guides to decide the services that are right for your solution. The guidance is based on all aspects of building for the cloud, such as reliability, security, cost optimization, operations, and performance.
The following new and updated articles have recently been published in the Azure Architecture Center.
January 2026
New articles
- Microsoft Security Solutions for AWS
- Subscription Vending Implementation Guidance
- Use Azure Kubernetes Service to Host GPU-Based Workloads
Updated articles
- Microsoft Entra security for AWS (#742545cb7f)
- Baseline Architecture for an AKS Cluster (#193a089673)
- Deploy Azure Landing Zones (#cf63de10f0)
- Stream Processing with Databricks (#30efdf0892)
- AI Architecture Design (#5a16064af7)
- Baseline Highly Available Zone-Redundant App Services Web Application (#2b8460a1f5)
- Modern Data Warehouses for Small or Medium-Sized Businesses (#69a9025819)
- Global routing redundancy for mission-critical web applications (#56b194ee8c)
- Architectural Approaches for Messaging in Multitenant Solutions (#147d0594c0)
- Web-Queue-Worker Architecture Style (#d6757ae581)
- Guidance for using Azure Kubernetes Service (AKS) in a multitenant solution (#4d3d838723)
December 2025
Updated articles
- Automate Document Classification in Azure (#d587a699fc)
- Build and Deploy Custom Document Processing Models on Azure (#d587a699fc)
- Overview of Microsoft Machine Learning Products and Technologies (#d587a699fc)
- Extract and Map Information from Unstructured Content (#d587a699fc)
- Build a Multiple-Agent Workflow Automation Solution by using Microsoft Agent Framework (#d587a699fc)
- AI Architecture Design (#d587a699fc)
- DR for Azure Data Platform - Architecture (#2baf78b811)
- DR for Azure Data Platform - Scenario details (#2baf78b811)
- Deploy Microservices to Azure Container Apps (#7521d30186)
- Choose an Azure Service for Vector Search (#7521d30186)
- Failure mode analysis (#d22e122007)
- Build a Conversation Knowledge Mining Solution by using Azure AI Services (#9f370bb224)
- Generate Documents from Your Data (#fec7972bc2)
- Baseline Microsoft Foundry Chat Reference Architecture in an Azure Landing Zone (#dbb5fdf008)
- Design and Develop a RAG Solution (#4c4cbcb7bb)
- Analytics End-to-End with Microsoft Fabric (#7b43e950cc)
- Understand Data Models (#53d151d98c)
- SaaS and Multitenant Solution Architecture (#bff3bb16ce)
- Guidance for using Azure Private Link service in a multitenant solution (#0e60ff395d)
- Architectural Considerations for Identity in a Multitenant Solution (#00ee9cf7d3)
- Reliable Web App Pattern for .NET (#0fea2e5039)
- Replicate Mainframe and Midrange Data to Azure by Using Qlik (#76023e2c9b)
- Choose a batch processing technology (#3830ea07c7)
- Integrate IBM mainframe and midrange message queues with Azure (#3830ea07c7)
- DevSecOps for Infrastructure as Code (IaC) (#7177c55f3a)
- Design to Support Foundation Model Life Cycles (#f351100aa7)
- Use Azure Firewall to help protect an AKS cluster (#f351100aa7)
- AKS baseline for multiregion clusters (#f351100aa7)
- Multiregion BCDR for Azure Virtual Desktop (#9c9f9b9b79)
- Azure Local Baseline Reference Architecture (#9c9f9b9b79)
- Compare Java application hosting options on Azure (#c8b5795c3f)
- Prevent IPv4 Exhaustion in Azure (#c8b5795c3f)
- Monitoring and diagnostics guidance (#9c5f9272f6)
- Google Cloud to Azure services comparison (#9c5f9272f6)
- Caching guidance (#3b90d9d820)
- Baseline Architecture for an AKS Cluster (#daf47085b8)
- Enterprise Deployment that uses App Service Environment (#5ba01ed0ea)
- Migrate Cloud Workloads Across Security Tenants (#c87b907cf0)
November 2025
New articles
- Web-Queue-Worker Architecture Style
- Data Considerations for Microservices
- API Design
- MLOps Maturity Model
- Reliable Web App Pattern for Java
- Deploy MongoDB Atlas in Azure
- Choose the Right AI Model for Your Workload
Updated articles
- Deploy Microservices to Azure Container Apps (#b64113461e)
- Automate Video Analysis by Using Azure Machine Learning and Azure AI Vision (#fbe994e490)
- Build Real-Time Monitoring and Observable Systems for Media (#9523c80384)
- Azure Icons (#e780b39549)
- Load Balancing Options (#39668ec73c)
- Architectural Approaches for Messaging in Multitenant Solutions (#7959885e24)
- Mission-critical global content delivery (#0f46d38455)
- Mission-critical global HTTP ingress (#0f46d38455)
- Global routing redundancy for mission-critical web applications (#0f46d38455)
- Choose a Data Transfer Technology (#fd12403a4a)
- Automate Document Classification in Azure (#01d81fef19)
- Choose an Azure AI Technology (#be37dd953f)
- Replicate Mainframe Data by Using Precisely Connect (#3f0cd53f92)
- Develop a RAG Solution - Chunking Phase (#c558440e24)
- Develop a RAG Solution - Chunk Enrichment Phase (#c558440e24)
- Develop a RAG Solution - Generate Embeddings Phase (#c558440e24)
- Develop a RAG Solution - Large Language Model End-to-End Evaluation Phase (#c558440e24)
- Develop a RAG Solution - Preparation Phase (#c558440e24)
- Advanced Azure Kubernetes Service (AKS) Microservices Architecture (#713baaa0d6)
- Microservices Architecture on Azure Kubernetes Service (#713baaa0d6)
- AI Architecture Design (#be8a0ab42a)
- Modernize Mainframe Workloads by Using BMC AMI Cloud (#fa01dc308a)
- Choose a Stream Processing Technology (#1d28bc6ad8)
- Use Azure Databricks to Orchestrate MLOps (#8bac038701)
- High Availability Enterprise Deployment That Uses App Service Environment (#15cff51ed4)
- Choose a Data Pipeline Orchestration Technology (#d5bb3ca2d3)
- Design a Secure Research Environment for Regulated Data (#42e20acc18)
- Resilient design guidance for Event Hubs and Functions (#06fd492d4b)
- Background jobs guidance (#27371ebc0f)
- Caching guidance (#27371ebc0f)
- CDN guidance (#27371ebc0f)
- Data partitioning guidance (#27371ebc0f)
- Data partitioning strategies (#27371ebc0f)
- Monitoring and diagnostics guidance (#27371ebc0f)
- Transient fault handling (#27371ebc0f)
- DR for Azure Data Platform - Architecture (#27371ebc0f)
- Transactional Outbox pattern with Azure Cosmos DB (#27371ebc0f)
- Migrate a web app by using Azure API Management (#27371ebc0f)
- Analytics End-to-End with Microsoft Fabric (#27371ebc0f)
October 2025
New articles
- Virtual Network Connectivity Options and Spoke-To-Spoke Communication
- Build a CI/CD Pipeline for AKS Apps by Using Azure Pipelines
- Choose an Analytical Data Store in Microsoft Fabric
Updated articles
- GitOps for Azure Kubernetes Service (#6082d66146)
- Choose an Azure Service for Vector Search (#9e536e8329)
- Global routing redundancy for mission-critical web applications (#fd98c13018)
- Microsoft Entra security for AWS (#c2a02c20b5)
- SQL Server on Azure Virtual Machines With Azure NetApp Files (#942ff4bcde)
- Data and AI (#a16aaf9b49)
- Advanced Azure Kubernetes Service (AKS) Microservices Architecture (#84d655fcb7)
- Greenfield Lakehouse on Microsoft Fabric (#1652b2275e)
- The journey to SaaS: Dynamics 365 (#58d0c3b054)
- Multi-region load balancing (#58d0c3b054)
- Improper Instantiation antipattern (#e3b010f846)
- Web API Implementation (#e3b010f846)
- Background jobs guidance (#e3b010f846)
- Data partitioning guidance (#e3b010f846)
- Data partitioning strategies (#e3b010f846)
- Monitoring and diagnostics guidance (#e3b010f846)
- Baseline Architecture for an AKS Cluster (#aa3d8316fd)
- Azure Virtual Machines baseline architecture (#393206c28f)
- Multitenancy and Azure OpenAI (#0fcbbd784c)
- Minimal storage – change feed to replicate data (#22cf380a96)
- Building the First Layer of Defense with Azure Security Services (#a209436e62)
- Basic Web Application (#2beef7de79)
- Generative AI Operations for Organizations with MLOps Investments (#461ec5c22c)
- Use Azure Databricks to Orchestrate MLOps (#95cd197bcc)
- Use a gateway in front of multiple Azure OpenAI deployments or instances (#7f72473005)
- Machine learning operations (#7f72473005)
- Databases architecture design (#8b27a99705)
- Replicate and Sync Mainframe Data to Azure (#958e7153c0)
- Azure App Configuration Considerations for Multitenancy (#9ecc68fc6f)
- Architecture Styles (#f32add9408)
- Azure Local Baseline Reference Architecture (#201780f215)
- Azure Local Storage Switchless Architecture (#201780f215)
- Run SAP BW/4HANA with Linux VMs (#dbddbf19f5)
- Stream Processing with Databricks (#c6f3237c8c)
- Extraneous Fetching antipattern (#085903fd32)
- Caching guidance (#085903fd32)
- CDN guidance (#085903fd32)
- Pricing models for a multitenant solution (#085903fd32)
- Interservice communication in microservices (#085903fd32)
- Bulkhead pattern (#085903fd32)
- Gateway Aggregation pattern (#085903fd32)
- Rate Limiting pattern (#085903fd32)
- Resilient design guidance for Event Hubs and Functions (#085903fd32)
- Multi-Region App Service App Approaches for Disaster Recovery (#085903fd32)
- Natural Language Processing Technology (#e85a727da0)
- Use AI Enrichment With Image and Text Processing (#50db6c881f)
- Build a Multiple-Agent Workflow Automation Solution by using Microsoft Agent Framework (#2b218fd4f3)
- Online Transaction Processing (OLTP) (#78cf66ffc7)
Azure updates
To learn about product updates to Azure, GitHub, and Microsoft developer tools, follow the updates published in the Microsoft Developer Changelog. You'll learn about new service previews, general availability announcements, and feature deprecations. Being aware of what's coming and what is being retired helps you make durable architectural choices for your workload.