AWS Launches aws-ai-ml Skill to Help Coding Agents Optimize SageMaker Inference
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On October 6, 2026, the AWS Machine Learning Blog (first-hand source) reported that AWS launched a skill named aws-ai-ml for optimizing generative AI inference. Delivered through the Agent Toolkit for AWS, the skill injects coding agents such as Kiro, Claude Code, and Codex with expertise in Amazon SageMaker generative AI inference optimization and benchmarking, helping coding agents master inference optimization when handling SageMaker-related tasks. The report only covers the skill's launch and its functional positioning; no follow-up on application results or further details has been reported.
AI overview of reporting · Updated 11 days ago
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- AWS Machine Learning BlogNew agent skill: Amazon SageMaker optimized generative AI inference for your coding agent
The aws-ai-ml skill, delivered via the Agent Toolkit for AWS, brings optimized generative AI inference on Amazon SageMaker AI to coding agents such as Kiro, Claude Code, and Codex, injecting inference optimization and benchmarking expertise.