GenAIOps on AWS: End-to-End Observability Stack - Part 3

📰 Dev.to · Shoaibali Mir

Build a production observability stack for GenAI systems on AWS to monitor quality, cost, and performance

intermediate Published 30 Mar 2026
Action Steps
  1. Build a CloudWatch GenAI Observability dashboard to track system performance
  2. Configure AWS X-Ray to monitor application tracing and latency
  3. Implement OpenTelemetry to collect and analyze system metrics
  4. Integrate CloudWatch with X-Ray and OpenTelemetry for end-to-end visibility
  5. Test and validate the observability stack with sample GenAI workloads
Who Needs to Know This

DevOps and AI engineering teams can benefit from this stack to monitor and optimize GenAI systems

Key Insight

💡 End-to-end observability is crucial for monitoring and optimizing GenAI systems

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🚀 Build production-ready observability for GenAI systems on AWS with CloudWatch, X-Ray, and OpenTelemetry

Key Takeaways

Build a production observability stack for GenAI systems on AWS to monitor quality, cost, and performance

Full Article

Build production observability for GenAI systems with CloudWatch GenAI Observability, AWS X-Ray, and OpenTelemetry. Monitor quality, cost, and performance.
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