Amazon ElastiCache now supports real-time hybrid search with vector and full-text

Today’s signal AWS What’s New recently reported Amazon ElastiCache now supports real-time hybrid search with vector and full-text. Published context: May 6, 2026. Amazon ElastiCache now supports real-time hybrid search that combines vector similarity with full-text search in a single query, without a separate search service. Applications can combine semantic meaning with exact keyword matching that captures both intent and precise terms to deliver more relevant results than either method alone. Customers can use Elast ...

May 8, 2026 · 2 min · David Gomez

Amazon EC2 M8gn and M8gb instances are now available in AWS Europe (Ireland) region

Today’s signal AWS What’s New recently reported Amazon EC2 M8gn and M8gb instances are now available in AWS Europe (Ireland) region. Published context: May 7, 2026. Starting today, Amazon Elastic Compute Cloud (Amazon EC2) M8gn and M8gb instances are available in the AWS Europe (Ireland) region. These instances are powered by AWS Graviton4 processors to deliver up to 30% better compute performance than AWS Graviton3 processors, and feature the latest 6th generation AWS Nitro Cards. M8gn instances offer up to 600 Gbps ne ...

May 8, 2026 · 2 min · David Gomez

Amazon SageMaker HyperPod now supports AMI-based node lifecycle configuration for Slurm clus...

Today’s signal AWS What’s New recently reported Amazon SageMaker HyperPod now supports AMI-based node lifecycle configuration for Slurm clusters. Published context: May 7, 2026. Amazon SageMaker HyperPod now supports AMI-based configuration that provisions Slurm cluster nodes with the software and configurations needed for a production-ready environment to run AI/ML training workloads. This removes the need to download, configure, or upload lifecycle configuration scripts to Amazon S3. With fewer operational steps to prepare a clust ...

May 8, 2026 · 2 min · David Gomez

Amazon Bedrock AgentCore Memory announces metadata for long-term memory

Today’s signal AWS What’s New recently reported Amazon Bedrock AgentCore Memory announces metadata for long-term memory. Published context: May 6, 2026. Amazon Bedrock AgentCore Memory now supports metadata on long-term memory (LTM) records, enabling agents to tag, filter, and retrieve memories using structured attributes alongside semantic search. You can define up to ten indexed keys per memory resource - with support for STRING, NUMBER, and STRING_LIST types - and use different operator types to filter re ...

May 7, 2026 · 2 min · David Gomez

AWS Backup improves performance for Amazon EKS cluster backups

Today’s signal AWS What’s New recently reported AWS Backup improves performance for Amazon EKS cluster backups. Published context: May 5, 2026. AWS Backup for Amazon EKS now completes cluster state backups up to 10x faster. This performance improvement enables you to back up Amazon EKS clusters with a large numbers of namespaces and Kubernetes resources significantly faster, reducing backup windows from days to hours for the largest clusters. AWS Backup is a policy-based, fully managed, and cost-eff ...

May 7, 2026 · 2 min · David Gomez

Announcing Agent Toolkit for AWS — help AI coding agents build effectively on AWS

Today’s signal AWS What’s New recently reported Announcing Agent Toolkit for AWS — help AI coding agents build effectively on AWS. Published context: May 6, 2026. Today, AWS is launching the Agent Toolkit for AWS, a production-ready suite of tools and guidance that helps AI coding agents build on AWS with fewer errors, lower token costs, and enterprise-grade security controls. The Agent Toolkit for AWS is the successor to the MCP servers, plugins, and skills available on AWS Labs . Developers using coding agents to bu ...

May 7, 2026 · 2 min · David Gomez

Amazon WorkSpaces now lets AI agents operate desktop applications (Preview)

Today’s signal AWS What’s New recently reported Amazon WorkSpaces now lets AI agents operate desktop applications (Preview). Published context: May 5, 2026. Amazon WorkSpaces, AWS’s fully managed cloud desktop service, now enables AI agents to securely access and operate desktop applications through managed WorkSpaces environments. Many enterprises run critical business processes on desktop applications—mainframes, ERP systems, and proprietary tools—that lack modern APIs, creating a “last-mile challenge” for AI The reason this matters is simple: buyers are paying attention to speed, operational resilience, and credible technical execution. A trending story can create awareness, but the business question is what a team should do with that attention. ...

May 6, 2026 · 2 min · David Gomez

Amazon Bedrock AgentCore is now available in AWS GovCloud (US-West)

Today’s signal AWS What’s New recently reported Amazon Bedrock AgentCore is now available in AWS GovCloud (US-West). Published context: May 5, 2026. Amazon Bedrock AgentCore brings enterprise-grade agentic AI capabilities to workloads with elevated compliance needs in the AWS GovCloud (US-West) Region. AgentCore is a platform for building, deploying, and operating AI agents securely at scale—without managing infrastructure. With AgentCore, organizations can accelerate agents from prototype to production The reason this matters is simple: buyers are paying attention to speed, operational resilience, and credible technical execution. A trending story can create awareness, but the business question is what a team should do with that attention. ...

May 6, 2026 · 2 min · David Gomez

Amazon SageMaker AI launches AI agent experience for model customization

Today’s signal AWS What’s New recently reported Amazon SageMaker AI launches AI agent experience for model customization. Published context: May 4, 2026. Amazon SageMaker AI now features an agentic experience that transforms model customization from a months-long process into a workflow completed in days or hours. Customers building an AI solution need to carefully frame their use case goals and success criteria, prepare data, choose the right models, configure, run, and analyze multiple experiments with vari ...

May 5, 2026 · 2 min · David Gomez

Amazon FSx is now available in the AWS Asia Pacific (New Zealand) Region

Today’s signal AWS What’s New recently reported Amazon FSx is now available in the AWS Asia Pacific (New Zealand) Region. Published context: May 4, 2026. Amazon FSx, a fully-managed service that makes it easy and cost effective to launch, run, and scale feature-rich, high-performance file systems in the cloud, is now available in the AWS Asia Pacific (New Zealand) Region. Amazon FSx lets you choose between four widely-used file systems: NetApp ONTAP, Windows File Server, Lustre, and OpenZFS. It supports a wid ...

May 5, 2026 · 2 min · David Gomez

Amazon Bedrock AgentCore Runtime now supports Node.js for direct code deployment

Today’s signal AWS What’s New recently reported Amazon Bedrock AgentCore Runtime now supports Node.js for direct code deployment. Published context: April 28, 2026. Amazon Bedrock AgentCore Runtime now supports Node.js as a managed language runtime for direct code deployment, alongside the existing Python support. Developers can bring their Node.js-based agents to AgentCore Runtime by packaging their agent code and dependencies into a .zip file archive, without building or managing a container image. To deploy, write yo ...

May 4, 2026 · 2 min · David Gomez

Amazon RDS for SQL Server supports read replica with additional storage volumes

Today’s signal AWS What’s New recently reported Amazon RDS for SQL Server supports read replica with additional storage volumes. Published context: May 1, 2026. Amazon Relational Database Service (Amazon RDS) for SQL Server now supports read replicas for database instances with additional storage volumes. Additional storage volumes allow customers to scale database storage up to 256 TiB by adding up to three storage volumes, each with up to 64 TiB, in addition to the primary storage volume. With this launch, for dat ...

May 4, 2026 · 2 min · David Gomez