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AWS launches SageMaker inference optimisation Agent skill

What happened

From the reports

Amazon SageMaker AI 通过 Agent Toolkit for AWS 推出 aws-ai-ml 技能,让 Kiro、Claude Code、Codex 等支持 MCP 的编码智能体具备推理优化与基准测试能力。

From AWS Machine Learning Blog

Timeline

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Oct 6
  1. AWS Machine Learning Blog
    New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent

    Amazon SageMaker optimized generative AI inference introduces the aws-ai-ml skill through the Agent Toolkit for AWS, giving coding agents like Kiro, Claude Code, and Codex deep expertise in inference optimization and benchmarking. Describe what you want, and your agent generates executable SageMaker Python SDK v3 code to benchmark, recommend, and compare deployments.