AWS Deployment Guide Build and push images to ECR. Create EKS cluster + ingress controller. Create secret rag-secrets with admin/user tokens. Apply manifests in k8s/. Attach CloudWatch scraping for /metrics. Recommended: ALB ingress + HPA on p95 latency.