Best practices for Amazon SageMaker HyperPod administration and governance
TutoSartup excerpt from this article:
Amazon SageMaker HyperPod gives machine learning (ML) teams access to large pools of accelerated compute for training and fine-tuning models... Amazon SageMaker Unified Studio adds another consideration: You can connect a SageMaker HyperPod cluster to a project so team members can launch workloads from their project workspace... In this post, we show how to administer SageMaker HyperPod through Sa...
Amazon SageMaker HyperPod gives machine learning (ML) teams access to large pools of accelerated compute for training and fine-tuning models... Amazon SageMaker Unified Studio adds another consideration: You can connect a SageMaker HyperPod cluster to a project so team members can launch workloads from their project workspace... In this post, we show how to administer SageMaker HyperPod through Sa...
Bond Vigilantes Find New Reasons to Worry
TutoSartup excerpt from this article:
Using the services price data as a guide implies that the consumer price index’s 1-year trend (red bar in chart above) will move higher in the months ahead... The resulting pressure on diesel prices can amplify inflation, as higher transportation and freight costs ripple through supply chains and ultimately raise consumer prices... That’s a concern because diesel prices remain close to record...
Using the services price data as a guide implies that the consumer price index’s 1-year trend (red bar in chart above) will move higher in the months ahead... The resulting pressure on diesel prices can amplify inflation, as higher transportation and freight costs ripple through supply chains and ultimately raise consumer prices... That’s a concern because diesel prices remain close to record...
AWS Continuum sets a new standard in autonomous code security
TutoSartup excerpt from this article:
Security teams now face more potential vulnerabilities than their existing processes were designed to handle — each requiring investigation, reproduction, and a repair that must be tested to confirm it closes the vulnerability without breaking expected behavior... To measure Continuum against a concrete public standard, we chose CyberGym-E2E, which asks an agent to find a vulnerability in a rea...
Security teams now face more potential vulnerabilities than their existing processes were designed to handle — each requiring investigation, reproduction, and a repair that must be tested to confirm it closes the vulnerability without breaking expected behavior... To measure Continuum against a concrete public standard, we chose CyberGym-E2E, which asks an agent to find a vulnerability in a rea...
Supercharge regulated workloads with Claude Code and Amazon Bedrock
TutoSartup excerpt from this article:
The availability of Anthropic Claude Opus 5...5 and Claude Sonnet 5... Claude Sonnet 5 holds FedRAMP Class D (formerly High) certification and DoD Impact Level 4 and 5 (IL4/IL5) authorization, and Claude Opus 5...5 and Claude Sonnet 5... In this post, we explore how to use these models on Amazon Bedrock in AWS GovCloud (US) with Claude Code, Anthropic’s agentic coding tool... Both endpoints are...
The availability of Anthropic Claude Opus 5...5 and Claude Sonnet 5... Claude Sonnet 5 holds FedRAMP Class D (formerly High) certification and DoD Impact Level 4 and 5 (IL4/IL5) authorization, and Claude Opus 5...5 and Claude Sonnet 5... In this post, we explore how to use these models on Amazon Bedrock in AWS GovCloud (US) with Claude Code, Anthropic’s agentic coding tool... Both endpoints are...
New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent
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This skill gives coding agents like Kiro, Claude Code, and Codex deep expertise in inference optimization and benchmarking... Install the skill, and your existing agent can benchmark endpoints, recommend deployment configurations, compare performance runs, and generate executable SageMaker Python SDK v3 code on your behalf... The aws-ai-ml skill is a toolkit that plugs into any coding agent that ...
This skill gives coding agents like Kiro, Claude Code, and Codex deep expertise in inference optimization and benchmarking... Install the skill, and your existing agent can benchmark endpoints, recommend deployment configurations, compare performance runs, and generate executable SageMaker Python SDK v3 code on your behalf... The aws-ai-ml skill is a toolkit that plugs into any coding agent that ...
Making Amazon Quick enterprise-ready: Automated, auditable cross-account resource promotion
TutoSartup excerpt from this article:
Promoting those resources (chat agents, action connectors, knowledge bases, flows, and spaces) from a development to a production AWS account, the way you would any other application, has been a manual and error-prone chore... Teams rebuild each resource by hand: recreate each agent with the same instructions and starter prompts, re-attach each agent’s action connectors, re-grant resource permi...
Promoting those resources (chat agents, action connectors, knowledge bases, flows, and spaces) from a development to a production AWS account, the way you would any other application, has been a manual and error-prone chore... Teams rebuild each resource by hand: recreate each agent with the same instructions and starter prompts, re-attach each agent’s action connectors, re-grant resource permi...
AWS Weekly Roundup: Amazon Bedrock Managed Agents powered by OpenAI, Q3 service availability updates, Kiro workflows, and more (October 5, 2026)
TutoSartup excerpt from this article:
You can now build agents optimized for OpenAI models that run entirely inside AWS with the identities, permissions, and governance controls you already use...In addition, we are adding new frontier models on Amazon Bedrock to expand your model choices:OpenAI GPT-6...1 Sol model card... To learn more, visit the GPT-6 Astra model card...5 model card...7 model card... Introducing Strands Decid...
You can now build agents optimized for OpenAI models that run entirely inside AWS with the identities, permissions, and governance controls you already use...In addition, we are adding new frontier models on Amazon Bedrock to expand your model choices:OpenAI GPT-6...1 Sol model card... To learn more, visit the GPT-6 Astra model card...5 model card...7 model card... Introducing Strands Decid...