{
  "id": "lib-process:devops-sre-platform--log-aggregation",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "specializations/devops-sre-platform/log-aggregation",
    "description": "Log Aggregation and Analysis Pipeline - Comprehensive log collection, aggregation, parsing,\nindexing, search, alerting, and retention management for distributed systems. Implements structured logging\nstandards, multi-source log ingestion, real-time analysis, and automated incident detection.",
    "libraryPath": "library/specializations/devops-sre-platform/log-aggregation.js",
    "specialization": "devops-sre-platform",
    "references": [
      "- ELK Stack: https://www.elastic.co/elastic-stack",
      "- Grafana Loki: https://grafana.com/oss/loki/",
      "- Fluentd: https://www.fluentd.org/",
      "- OpenTelemetry Logs: https://opentelemetry.io/docs/concepts/signals/logs/",
      "- Log Management Best Practices: https://www.datadoghq.com/blog/log-management-best-practices/"
    ],
    "example": "const result = await orchestrate('specializations/devops-sre-platform/log-aggregation', {\n  systemName: 'E-commerce Platform',\n  logSources: ['api-service', 'web-frontend', 'database', 'message-queue'],\n  aggregationPlatform: 'ELK', // or 'Loki', 'Splunk', 'CloudWatch'\n  retentionDays: 30,\n  enableAlerts: true,\n  logLevel: 'INFO',\n  structuredFormat: 'JSON',\n  alertThresholds: {\n    errorRatePercent: 5.0,\n    criticalErrorsPerMinute: 10,\n    warningRatePercent: 15.0\n  }\n});",
    "usesAgents": [
      "general-purpose"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "skill-area:log-aggregation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "skill-area:observability-instrumentation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "topic:observability-driven-development",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "domain:devops",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "role:sre",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "role:devops-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "workflow:incident-response",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:devops-sre-platform--log-aggregation",
      "to": "specialization:devops-sre-platform",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}