Cloud Automation

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 ...

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 ...

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. ...

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 ...

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 ...

Today’s signal AWS What’s New recently reported Amazon Bedrock AgentCore is now available in the South America (São Paulo) Region. Published context: May 1, 2026. Amazon Bedrock AgentCore is now available in the AWS South America (São Paulo) Region. Amazon Bedrock AgentCore is the platform to build, connect, and optimize agents. It helps engineers ship agents fast with any framework and any model, connect them to enterprise systems and tools, and optimize them continuously, with security enforced at the infrastructure ...

Today’s signal AWS What’s New recently reported OpenAI GPT OSS and NVIDIA Nemotron Models Available on Amazon Bedrock in AWS GovCloud (US). Published context: April 29, 2026. Amazon Bedrock now supports OpenAI’s open-weight GPT OSS models (120B and 20B) and NVIDIA Nemotron (Nano 9B v2, Nano 12B v2, Nano 30B, Super 120B) models expanding your ability to build and scale generative AI applications with diverse, high-performance foundation models. This offers the flexibility to leverage OpenAI’s and NVIDIA’s latest models alongside o ...

Today’s signal AWS What’s New recently reported OpenAI GPT OSS and NVIDIA Nemotron Models Available on Amazon Bedrock in AWS GovCloud (US). Published context: April 29, 2026. Amazon Bedrock now supports OpenAI’s open-weight GPT OSS models (120B and 20B) and NVIDIA Nemotron (Nano 9B v2, Nano 12B v2, Nano 30B, Super 120B) models expanding your ability to build and scale generative AI applications with diverse, high-performance foundation models. This offers the flexibility to leverage OpenAI’s and NVIDIA’s latest models alongside o ...

Today’s signal AWS What’s New recently reported Amazon CloudWatch adds visual agent configuration to the EC2 console. Published context: April 29, 2026. Amazon CloudWatch now provides a visual configuration editor for the CloudWatch agent directly in the Amazon EC2 console, enabling you to set up and manage observability for your EC2 instances without hand-editing JSON. The CloudWatch agent collects infrastructure and application metrics, logs, and traces from EC2 instances and sends them to CloudWatch and A ...

Today’s signal AWS What’s New recently reported Amazon Bedrock now offers OpenAI models, Codex, and Managed Agents (Limited Preview). Published context: April 28, 2026. AWS and OpenAI are expanding their partnership to bring frontier intelligence to the infrastructure millions of organizations already trust. Enterprises want the most capable AI models and agents, with the security, operational maturity, and data governance that production workloads demand. Today, we’re bringing those together with three new offerings on Ama ...