Enabling AI-Powered Observability for ROSA Clusters with AWS DevOps Agent

This article demonstrates how to enable AI-powered observability for ROSA clusters by integrating AWS DevOps Agent with CloudWatch Container Insights for automated incident investigation and root cause analysis.

• Deploy CloudWatch Agent and Fluent Bit as DaemonSets to collect metrics and logs from ROSA clusters
• AWS DevOps Agent queries CloudWatch to detect anomalies, correlate metrics with logs, and provide root cause analysis
• Use IAM Roles for Service Accounts (IRSA) to securely grant CloudWatch permissions without storing credentials
• Configure log retention policies, filtering, and pause/resume capabilities to manage CloudWatch costs
• Implement CloudWatch alarms and metric filters for proactive monitoring and cost-effective alerting
• DevOps Agent provides natural language investigation capabilities instead of manual troubleshooting

This integration transforms ROSA observability from reactive manual processes into proactive AI-assisted workflows that reduce mean time to resolution and operational costs.