Build real-time voice applications with Amazon SageMaker AI and vLLM
TutoSartup excerpt from this article:
Voice agents, live captioning, contact center analytics, and accessibility tools all depend on real-time speech-to-text, where your application streams audio in and receives transcription back simultaneously over a single persistent connection... Starting November 2025, you can stream data continuously in both directions between your clients and model containers using Amazon SageMaker AI bidirect...
Voice agents, live captioning, contact center analytics, and accessibility tools all depend on real-time speech-to-text, where your application streams audio in and receives transcription back simultaneously over a single persistent connection... Starting November 2025, you can stream data continuously in both directions between your clients and model containers using Amazon SageMaker AI bidirect...
Azure IaaS: Deploy high-performance workloads with a system-level approach
TutoSartup excerpt from this article:
In addition to tunable block storage options like Ultra Disk and Premium SSD v2, Azure also offers highly durable object and file storage services—such as Azure Blob Storage and Azure Files—that provide geo-redundancy and long-term data protection for unstructured data and shared workloads, complementing performance tuning with enterprise-grade durability and scale... In this article ...
In addition to tunable block storage options like Ultra Disk and Premium SSD v2, Azure also offers highly durable object and file storage services—such as Azure Blob Storage and Azure Files—that provide geo-redundancy and long-term data protection for unstructured data and shared workloads, complementing performance tuning with enterprise-grade durability and scale... In this article ...
Real Yields Near 20-Year Highs As Energy Shock Continues
TutoSartup excerpt from this article:
The 10‑year real US Treasury yield is hovering near a 20‑year high, with the 5‑year not far behind... Whether this is a good moment to lock in inflation‑indexed yields may hinge on how the Gulf crisis evolves in the months ahead...The recent surge in Treasury yields has strengthened the case for holding bonds, and real yields are no exception... After years of volatility—including ...
The 10‑year real US Treasury yield is hovering near a 20‑year high, with the 5‑year not far behind... Whether this is a good moment to lock in inflation‑indexed yields may hinge on how the Gulf crisis evolves in the months ahead...The recent surge in Treasury yields has strengthened the case for holding bonds, and real yields are no exception... After years of volatility—including ...
CIRT insights: How to help prevent unauthorized account removals from AWS Organizations
TutoSartup excerpt from this article:
This post examines a new approach we’re seeing threat actors use after they gain control of a customer account, which is to remove it from the customer’s AWS Organizations implementation and the policies and protections that structure provides... The described tactic doesn’t take advantage of vulnerabilities within AWS services, instead it uses an unexpected opportunity created by a speci...
This post examines a new approach we’re seeing threat actors use after they gain control of a customer account, which is to remove it from the customer’s AWS Organizations implementation and the policies and protections that structure provides... The described tactic doesn’t take advantage of vulnerabilities within AWS services, instead it uses an unexpected opportunity created by a speci...
Azure Files Entra-Only identities: Advancing cloud-native identity and security
TutoSartup excerpt from this article:
We are excited to announce the general availability (GA) of Entra-Only identities for Azure Files SMB... With native Microsoft Entra ID authentication, organizations can now grant secure, identity-based access to SMB file shares using cloud-only identities...Enable Microsoft Entra Kerberos authenticationThis means no Active Directory, hybrid sync, or managed domain controllers required, ...
We are excited to announce the general availability (GA) of Entra-Only identities for Azure Files SMB... With native Microsoft Entra ID authentication, organizations can now grant secure, identity-based access to SMB file shares using cloud-only identities...Enable Microsoft Entra Kerberos authenticationThis means no Active Directory, hybrid sync, or managed domain controllers required, ...
Governing infrastructure as code using pattern-based policy as code
TutoSartup excerpt from this article:
In one environment, a workload might be deployed in an AWS Region that was never approved for that class of data... A pattern-based policy model makes those checks more straightforward to review, maintain, and explain... Teams can organize policy checks around recurring control patterns such as required metadata, allowed configuration, exposure restriction, protection enforcement, and privilege ...
In one environment, a workload might be deployed in an AWS Region that was never approved for that class of data... A pattern-based policy model makes those checks more straightforward to review, maintain, and explain... Teams can organize policy checks around recurring control patterns such as required metadata, allowed configuration, exposure restriction, protection enforcement, and privilege ...
Scalable voice agent design with Amazon Nova Sonic: multi-agent, tools, and session segmentation
TutoSartup excerpt from this article:
Design patterns for scalable voice agents matter for organizations that need to deliver fast, natural, and reliable voice experiences... Many teams face challenges like high latency, managing real-time audio, and coordinating multiple agents in complex workflows... In this post, you’ll learn how to use Amazon Nova Sonic, Amazon Bedrock AgentCore, and Strands BidiAgent to build scalable, maintai...
Design patterns for scalable voice agents matter for organizations that need to deliver fast, natural, and reliable voice experiences... Many teams face challenges like high latency, managing real-time audio, and coordinating multiple agents in complex workflows... In this post, you’ll learn how to use Amazon Nova Sonic, Amazon Bedrock AgentCore, and Strands BidiAgent to build scalable, maintai...