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Generative AI observability now generally available for Amazon CloudWatch

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Amazon CloudWatch has launched generative AI observability, providing comprehensive monitoring for AI applications and workloads using Amazon Bedrock AgentCore.

  • Enables monitoring of latency, token usage, errors, and performance across AI workloads
  • Compatible with frameworks like Strands Agents, LangChain, and LangGraph
  • Offers end-to-end prompt tracing and curated metrics
  • Allows developers to track code execution, API transformations, memory patterns, and agent behavior
  • Integrated with CloudWatch console, Application Signals, Alarms, and Logs Insights

The feature is available in multiple regions and comes at no additional cost beyond standard CloudWatch pricing, providing DevOps teams with enhanced AI application insights.



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