AI Agent

Today’s signal AWS What’s New recently reported Amazon CloudWatch Logs announces intelligent tiering for storage. Published context: July 15, 2026. Amazon CloudWatch Logs now supports intelligent storage tiering, which automatically classifies your log data across three storage tiers - Standard (existing), Infrequent Access, and Archive Instant Access based on access patterns. This allows you to store logs in Amazon CloudWatch for extended periods at lower-cost tiers without any operational overhead. Wi ...

Today’s signal AWS What’s New recently reported AWS Security Hub now provides AI inventory for organization-wide visibility of AI assets. Published context: July 14, 2026. Today, AWS announces that AWS Security Hub now provides an AI inventory, giving central security teams a continuously updated, organization-wide view of AI assets and their security posture. As organizations rapidly deploy AI agents, models, and pipelines, security teams may lack visibility into what AI assets exist across their organization. Without central ...

Today’s signal AWS What’s New recently reported Amazon SageMaker HyperPod now supports custom AMIs (Amazon Machine Images) for Slurm clusters. Published context: July 13, 2026. Amazon SageMaker HyperPod now supports custom AMIs for Slurm-orchestrated clusters, enabling customers to deploy clusters with pre-configured, security-hardened environments that meet their specific organizational requirements. Customers deploying AI/ML workloads on HyperPod Slurm clusters need customized environments that meet strict security, compliance, a 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 EC2 now supports using an EBS volume for Replace Root Volume. Published context: July 9, 2026. Today, AWS announces Replace Root Volume using an existing EBS volume, a new option for replacing the root volume of a running Amazon EC2 instance. Customers can now use an EBS volume as the target for a root volume replacement, in addition to the existing options of replacing from a snapshot or an AMI. This option supports customers running stateful workloa ...

Today’s signal AWS What’s New recently reported AWS DMS Schema Conversion now supports AI agent automation. Published context: July 10, 2026. AWS Database Migration Service (DMS) Schema Conversion now supports AI agent automation through the AWS MCP Server. You can connect AI coding agents, including Kiro, Claude Code, and Cursor, to DMS Schema Conversion and run complete migration workflows using natural language directly from your IDE. Agents create projects, browse source metadata, convert sche ...

Today’s signal AWS What’s New recently reported Amazon EMR on EKS now supports Apache Spark troubleshooting agent. Published context: July 10, 2026. Amazon EMR on EKS now supports the Apache Spark troubleshooting agent. Data engineers can now diagnose EMR on EKS job failures through natural language, receiving automated root cause analysis and PySpark code recommendations without manually navigating distributed logs and Spark History Server data. The agent analyzes Spark History Server data, distributed ...

Today’s signal AWS What’s New recently reported OAuth support for the AWS MCP Server. Published context: July 9, 2026. You can now connect AI agents directly to the AWS MCP Server using AWS Sign-In. Agents connect using industry-standard OAuth without requiring additional authentication software. Existing AWS identities, sign-in methods, IAM permissions, and governance controls you have already set up continue to apply. Developers can authorize agents interactively through a 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 AWS Security Hub extends unified security management to Microsoft Azure. Published context: July 7, 2026. Today, AWS announces that AWS Security Hub now monitors Microsoft Azure resources, extending risk analytics, cloud security posture management, vulnerability management, and security response management across both clouds. Many AWS customers running workloads in AWS and Azure have had to operate separate security tools for each environment, making it difficu ...

Today’s signal AWS What’s New recently reported AWS Systems Manager simplifies Azure VM management and hybrid node pricing. Published context: July 7, 2026. You can now connect and manage Azure Virtual Machines in AWS Systems Manager without manual agent installation or per-instance tier fees. Create a Cloud Connector and automatically deploy the SSM Agent to your Azure VMs at scale. Once connected, Azure VMs appear alongside EC2 instances in a unified view, and you can connect to them using Session Manager, run ...

Today’s signal AWS What’s New recently reported CloudWatch Application Signals now automatically captures errors, performance anomalies, and deployment events. Published context: July 6, 2026. Today, AWS announces Service Events for Amazon CloudWatch Application Signals, which automatically captures exception and latency event snapshots, function-level performance data, and deployment events from instrumented services without additional code changes. Customers can now quickly identify whether a deployment has introduced new exceptions by navigatin 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 AWS CloudFormation and CDK accelerate development feedback loops with pre-deployment validation on all stack operations. Published context: June 30, 2026. AWS CloudFormation customers can now get immediate feedback on deployment errors in seconds, eliminating the need to wait through a full provision-and-rollback cycle to discover preventable failures. CloudFormation now runs pre-deployment validation on Create Stack and Update Stack operations, catching common deployment errors before resource provisioning be ...

Today’s signal AWS News Blog recently reported Accelerate your infrastructure deployments by up to 4x with AWS CloudFormation Express mode. Published context: June 30, 2026. AWS CloudFormation speeds up infrastructure deployment with Express mode, enabling AI agents and developers to receive deployment confirmation in seconds and iterate faster. Available in all commercial Regions at no additional cost. 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. ...