#cloudwatch

The data foundation of AIDLC Operations — building 3-Pillar observability + AI analysis layer

Covers the 1-hour TTL constraint of EKS Kubernetes events, export pipeline design, and AI Agent query architecture based on the EKS and CloudWatch MCP servers.

The Network Flow Monitor agent's TCP callbacks, userspace aggregation, Kubernetes metadata, OTLP publishing, and EKS troubleshooting.

Architecture, deployment strategies, limitations, and best practices for the AWS EKS Node Monitoring Agent that automatically detects and reports node health issues

Node provisioning, scaling signals, readiness, and cost validation with Karpenter v1.13 and EKS Auto Mode