Build Powerful AI Agents with SageMaker AI and MLflow

product#agent🏛️ Official|Analyzed: Apr 27, 2026 16:52
Published: Apr 27, 2026 16:50
1 min read
AWS ML

Analysis

This exciting development showcases how developers can seamlessly build and deploy advanced AI agents using the Strands Agents SDK alongside SageMaker AI. The integration of Serverless MLflow brings fantastic production-grade observability, making it easier than ever to trace and optimize agent performance. Furthermore, the ability to effortlessly run A/B testing across multiple model variants empowers teams to continuously innovate and refine their AI applications on infrastructure they completely control.
Reference / Citation
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"We also cover how to implement A/B testing across multiple model variants and evaluate agent performance using MLflow metrics and show how you can build, deploy, and continuously improve AI agents on infrastructure you control."
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AWS MLApr 27, 2026 16:50
* Cited for critical analysis under Article 32.