{
  "id": "workflow:kubernetes-cost-optimization",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-deeper-domains.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Kubernetes Cost Optimization",
    "workflowKind": "operational",
    "triggerType": "scheduled",
    "typicalCadence": "monthly",
    "complexity": "cross-team",
    "description": "Optimizes Kubernetes cluster costs while maintaining workload performance\nguarantees -- analyzing pod resource-request vs actual-usage ratios to\nidentify over-provisioned deployments, evaluating node-pool sizing and\ninstance-type selection against workload profiles, assessing spot and\npreemptible instance suitability for fault-tolerant workloads, reviewing\nnamespace resource-quota utilization and adjusting limits, modeling\ncluster-autoscaler configuration tuning for scale-down aggressiveness,\nevaluating multi-tenancy bin-packing efficiency, and benchmarking\nper-namespace cost attribution against team budgets. Produces K8s cost\noptimization report with resource-adjustment recommendations. Excludes\ncluster architecture migration.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "role:platform-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "role:cloud-architect",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "role:engineering-manager",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "skill-area:k8s-operator-development",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "skill-area:containerization",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "domain:cloud-infra",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "domain:infrastructure",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "domain:platform-engineering",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "responsibility:cost-optimization",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "responsibility:capacity-planning",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "org-unit:infra-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "org-unit:platform-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:kubernetes-cost-optimization",
      "to": "org-unit:engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}