AWS adds SageMaker inference skill for Kiro, Claude Code and Codex agents
Why it matters
Your existing coding agent can now benchmark and configure SageMaker endpoints for you, with no separate tooling.
Ask your team
Could our coding agent benchmark our SageMaker endpoints with this skill and show where inference cost can drop?
What happened
Amazon SageMaker AI has released the aws-ai-ml skill through the Agent Toolkit for AWS. Once installed, coding agents such as Kiro, Claude Code and Codex can benchmark endpoints, recommend deployment setups, compare performance runs and write SageMaker Python SDK v3 code.
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Impact on AI & developer tools · Software & SaaS
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