Centralized gateways with per-agent identity, OpenTelemetry tracing, and namespace isolation provide governable multi-agent pipelines with audit trails and cost attribution.
Use GitLab Agent for secure, centralized access to multiple Kubernetes environments while isolating production and non-production clusters, with optional jumpboxes for compliance needs.
Granting ArgoCD cluster-specific permissions in EKS requires explicit IAM roles and careful RBAC configuration to avoid overprivilege.
Rightsizing and autoscaling Kubernetes workloads requires iterative measurement, policy enforcement, and monitoring to balance performance and cost.
Effective FinOps requires embedding cost accountability into development workflows and infrastructure decisions, not just improving visibility.
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