Amazon SageMaker Launches Agent Skill for Generative AI Inference Optimization
What's new
FAQ
What is the new aws-ai-ml skill in Amazon SageMaker?
It is an agent skill delivered through the Agent Toolkit for AWS that gives coding agents specialized knowledge for optimizing and benchmarking generative AI inference on SageMaker.
Which coding agents does it support?
According to the source, it works with agents such as Kiro, Claude Code, and Codex.
How does it help engineering teams in MENA?
It helps teams auto-generate benchmarking and deployment comparison code, reducing manual effort and speeding up cost and latency tuning in the cloud.
Does it replace performance engineers?
No. It generates executable code and recommendations, but final decisions and review remain with the engineering team.
Source: AWS Machine Learning
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