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Stories with reporting from AWS Architecture Blog, ranked by what is gaining ground now. Each story links to the original articles.
AWS launches the Digital Sovereignty Lens, a new addition to its Well-Architected Framework that provides guidance for designing, building, and operating sovereign workloads on AWS. The guidance addresses sovereignty challenges that existing architecture recommendations do not fully cover.
AWS, HashiCorp and Athenahealth design and chaos-test multi-Region disaster recovery for Terraform Enterprise on AWS using AWS Fault Injection Service. Experiments across Amazon EC2, Aurora and Amazon S3 achieve 12–14 minute recovery times and identify a state file dependency pitfall.
The MCP protocol core became stateless on July 28, 2026, removing its initialize handshake and session header. The change lets AWS MCP server operators remove the sticky sessions and session stores previously needed for deployments, with the post mapping the specification to the AWS Well-Architected Agentic AI Lens.
CSIRO researchers build Serverless Beacon, a system for securely querying genomic variant data on AWS. It implements the GA4GH Beacon standard with Amazon S3, AWS Lambda, Amazon DynamoDB, and Amazon Athena for clinical and research use at production scale.
MHK builds SmartProminence AI Orchestrator, a HIPAA-eligible agentic workflow framework using Amazon Bedrock and Amazon ECS. The company reports a 90% reduction in manual medical review effort and a decrease in AI feature deployment time from months to weeks.
Equinix builds a shared-services architecture on Amazon EKS to reduce operational sprawl in its self-managed Kubernetes environment. The multi-account design centralizes governance and shared services, with reported results of 4x faster deployments and 40% less operational overhead.
Gallup launches Gallup AI, a generative AI assistant powered by Amazon Bedrock and integrated into the Gallup Access application. It draws on Gallup’s workplace science to provide real-time, personalized coaching to leaders.
AWS outlines a real-time streaming worker design for Amazon ECS and AWS Fargate that uses Amazon DynamoDB conditional writes as distributed leases. The system tracks ownership of persistent WebSocket connections and supports automatic failover and low-downtime deployment.
AWS outlines an architecture for running a highly available Oracle Database on Amazon Elastic VMware Service with Amazon FSx for NetApp ONTAP. The design covers bare-metal EC2 selection, vSAN and FSx storage tiering, NSX networking, and SnapMirror cross-region disaster recovery.
Datalex works with AWS to assess modernizing a core airline reservation component, migrating it from EJB and Java 8 to Spring Boot and Java 21. The three-day workshop also produces a secure CI/CD pipeline, adds observability, and integrates agentic AI.
AWS describes using Amazon Chronos2 forecasting with multi-agent orchestration on Amazon Bedrock AgentCore to turn demand forecasts into validated purchase orders. The approach uses no per-product model training and includes business rules, auditability, and costs that scale to zero.
AWS describes a multi-day, 48-72 hour Availability Zone evacuation drill using ARC Zonal Shift across Amazon ECS, Amazon EKS, Amazon RDS for PostgreSQL, and Amazon Aurora PostgreSQL. The procedure includes CLI commands, prerequisites, observability metrics, and restoration steps.
ReadyOn describes a four-layer tenant-isolation model for its multi-tenant platform on Amazon EKS, which handles sensitive enterprise data. The model combines Kubernetes namespaces, Karpenter node pools, Amazon VPC security groups, and separate Amazon Aurora databases for each tenant.
AWS presents a hybrid cloud architecture pattern for modernizing medical imaging PACS. It uses centralized archives, cross-facility interoperability, and Amazon S3 storage tiers to manage cost and retention across multi-hospital networks.
AWS offers open-source tools for viewing Regional availability data from a self-hosted dashboard in a VPC. Capability Insights for AWS refreshes daily, while Workload Analysis narrows the service catalog to services used by an account.
AWS outlines a hybrid-cloud orchestration design for managing on-premises infrastructure using serverless technologies and Amazon EKS Anywhere. The first part focuses on event-driven patterns for automating server lifecycle and cluster management across hundreds of sites.
The guide combines the AG-UI protocol, the Strands Agents SDK swarm pattern, and Amazon Nova Act to build interfaces that adapt to agent outputs and connect with legacy systems. It focuses on dynamic UI generation, explainable multi-agent collaboration, and systems that lack APIs.
DHI Group and AWS describe using a structured hackathon to move generative AI workloads from ideas toward production. The winning ClearanceJobs and AgileATS architecture uses agents on Amazon Bedrock AgentCore.
AWS describes using AWS Fault Injection Service and AWS Systems Manager Automation to run progressive chaos experiments on Amazon SQS queues. The tests check whether retry logic, circuit breakers, and dead-letter queues work during failures.
AWS provides steps for deploying Oracle Database on Amazon Elastic VMware Service with Amazon FSx for NetApp ONTAP as NFS datastore storage. The workflow covers provisioning volumes, installing Oracle, and configuring SnapMirror replication for cross-region disaster recovery.
