{
  "id": "lib-process:devops-sre-platform--auto-scaling",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "auto-scaling",
    "description": "Auto-Scaling Configuration - Comprehensive workflow for implementing production-grade auto-scaling\nsolutions including Horizontal Pod Autoscaler (HPA), Vertical Pod Autoscaler (VPA), Cluster Autoscaler,\ncustom metrics-based scaling, predictive scaling, load testing validation, and capacity planning.\nCovers both Kubernetes and VM-based infrastructure with cloud provider integrations.",
    "libraryPath": "library/specializations/devops-sre-platform/auto-scaling.js",
    "specialization": "devops-sre-platform",
    "references": [
      "- Kubernetes HPA: https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/\n- Kubernetes VPA: https://github.com/kubernetes/autoscaler/tree/master/vertical-pod-autoscaler\n- Cluster Autoscaler: https://github.com/kubernetes/autoscaler/tree/master/cluster-autoscaler\n- AWS Auto Scaling: https://docs.aws.amazon.com/autoscaling/\n- GCP Autoscaling: https://cloud.google.com/compute/docs/autoscaler\n- Azure Autoscale: https://docs.microsoft.com/en-us/azure/azure-monitor/autoscale/\n- KEDA: https://keda.sh/docs/\n- Karpenter: https://karpenter.sh/docs/"
    ],
    "example": "const result = await orchestrate('specializations/devops-sre-platform/auto-scaling', {\n  projectName: 'E-commerce Platform',\n  infrastructure: 'kubernetes', // 'kubernetes', 'vm', 'serverless', 'hybrid'\n  scalingStrategy: 'reactive', // 'reactive', 'predictive', 'scheduled', 'hybrid'\n  services: ['api-gateway', 'payment-service', 'order-service'],\n  targetMetrics: {\n    cpuUtilization: 70,\n    memoryUtilization: 80,\n    requestsPerSecond: 1000,\n    responseTime: 200\n  },\n  cloudProvider: 'aws', // 'aws', 'gcp', 'azure', 'on-premise'\n  environment: 'production',\n  budget: {\n    maxMonthlyCost: 10000,\n    maxInstances: 50\n  }\n});",
    "usesAgents": [
      "workload-analyst",
      "kubernetes-scaling-engineer",
      "kubernetes-vpa-engineer",
      "cluster-autoscaling-engineer",
      "vm-autoscaling-engineer",
      "custom-metrics-engineer",
      "predictive-scaling-engineer",
      "scaling-policy-engineer",
      "scaling-monitoring-engineer",
      "load-testing-engineer",
      "capacity-planning-specialist",
      "technical-writer",
      "scaling-assessor"
    ]
  },
  "outgoingEdges": [
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      "to": "skill-area:capacity-planning-ops",
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      "attributes": {
        "weight": 1
      }
    },
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      "to": "topic:auto-scaling",
      "kind": "lib_covers_topic",
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        "weight": 1
      }
    },
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      "kind": "lib_covers_topic",
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        "weight": 0.7
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      "kind": "lib_involves_role",
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        "weight": 1
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    },
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      "kind": "lib_involves_role",
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        "weight": 0.7
      }
    },
    {
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      "to": "workflow:capacity-planning",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--auto-scaling",
      "to": "specialization:devops-sre-platform",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
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      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}