Strands Agents SDK and Arize AX provide a comprehensive solution for building, monitoring, and evaluating AI agentic workflows. The integration addresses key challenges in production AI systems including nondeterministic behavior, hidden failure modes, and cost variability. Arize AX offers tracing, evaluation, experimentation, and monitoring capabilities while Strands Agents simplifies agent development with support for Amazon Bedrock and external models. The solution includes automated LLM-as-a-judge evaluations, prompt optimization, and real-time monitoring dashboards to ensure reliable AI agent deployment.
Table of contents
Challenges with generative AI applicationsArize AX delivers a comprehensive observability, evaluation, and experimentation frameworkArize AX and Strands Agents: A powerful combinationPrerequisitesSolution walkthrough: Using Arize AX with Strands AgentsClean upConclusionGet startedAbout the AuthorsSort: