AWS launched S3 annotations that attach up to 1 GB of mutable, queryable context per object in formats such as JSON and XML. The capability eliminates separate metadata systems for AI agents by automatically propagating context with objects and enabling direct queries via Athena without retrieval charges for any storage class.
The capability targets AI agents and autonomous workflows that locate, interpret and operate on data independently.
Previously, comparable detail lived in separate databases or companion files, generating synchronization costs that sometimes surpassed storage itself.
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AWS launched Lambda Web Functions, which run standard HTTP servers on Lambda without rewrites, and made Amazon S3 available on the Vercel Marketplace and v0. EC2 T8i instances also reached São Paulo.
AWS reported Prime Day 2026 metrics including 59 trillion DynamoDB requests and made Claude Haiku 5.5 available, along with Nova 2.5 Sonic and GuardDuty RDS Protection. The updates focus on scale, cost-efficient AI models, and database threat detection.
AWS Builder Center has completed its first year with expanded features including sandbox environments, while Security Hub gains network scanning and Azure support. These updates strengthen community building, security posture management, and machine learning workflows for AWS users.
AWS has launched a Forward Deployed Engineering organization backed by a $1 billion investment to embed thousands of AI experts with customers for rapid agentic AI deployments. The model compresses timelines from months to days and builds lasting self-sufficiency so customers can operate independently after engagements end.
Anthropic’s Claude models in Microsoft Foundry are now generally available on Microsoft Azure running on NVIDIA GB300 Blackwell Ultra GPUs. This gives Azure-native enterprises a new platform for building autonomous and domain-specific AI agents with enhanced performance and governed security.
