AWS – Announcing Amazon Bedrock Agents Metrics in CloudWatch

Amazon Bedrock now offers comprehensive CloudWatch metrics support for Agents, enabling developers to monitor, troubleshoot, and optimize their agent-based applications with greater visibility. This new capability provides detailed runtime metrics for both InvokeAgent and InvokeInlineAgent operations, including invocation counts, latency measurements, token usage, and error rates, helping customers better understand their agents’ performance in production environments.

With CloudWatch metrics integration, developers can track critical performance indicators such as total processing time, time-to-first-token (TTFT), model latency, and token counts across different dimensions including operation type, model ID, and agent alias ARN. These metrics enable customers to identify bottlenecks, detect anomalies, and make data-driven decisions to improve their agents’ efficiency and reliability. Customers can also set up CloudWatch alarms to receive notifications when metrics exceed specified thresholds, allowing for proactive management of their agent deployments.

CloudWatch metrics for Amazon Bedrock Agents is now available in all AWS Regions where Amazon Bedrock is supported. To get started with monitoring your agents, ensure your IAM service role has the appropriate CloudWatch permissions. For more information about this feature and implementation details, visit the Amazon Bedrock documentation or refer to the CloudWatch User Guide for comprehensive monitoring best practices.

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