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New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent

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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.

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Engineers increasingly use coding assistance tools to accelerate their development workflows. Today, Amazon SageMaker AI optimized generative AI inference introduces the aws-ai-ml skill, available through the Agent Toolkit for AWS . 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…

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