How I Monitor AI Agents: CloudWatch for Infra, Arize Phoenix for Traces and OpenTelemetry, LLM-as-Judge for Quality
๐ฐ Dev.to ยท Carlos Cortez ๐ต๐ช [AWS Hero]
Learn how to monitor AI agents using CloudWatch, Arize Phoenix, and LLM-as-Judge for infrastructure, tracing, and quality assurance
Action Steps
- Configure CloudWatch for infrastructure monitoring
- Set up Arize Phoenix for tracing and logging
- Implement LLM-as-Judge for quality assurance
- Integrate OpenTelemetry for distributed tracing
- Visualize metrics and logs using CloudWatch and Arize Phoenix dashboards
Who Needs to Know This
DevOps and AI engineers can benefit from this article to improve their monitoring and debugging skills for AI agents
Key Insight
๐ก Combining infrastructure monitoring, tracing, and quality assurance is crucial for reliable AI agent deployment
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Monitor AI agents like a pro! Use CloudWatch, Arize Phoenix, and LLM-as-Judge for infra, tracing, and quality assurance #AI #Monitoring #DevOps
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