{
  "id": "domain:observability",
  "_kind": "Domain",
  "_file": "domain/domains/observability.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Observability",
    "description": "Observability domain — metrics, logs, traces, profiling, and\ntelemetry-driven operations of distributed systems.\n"
  },
  "outgoingEdges": [
    {
      "from": "domain:observability",
      "to": "specialization:observability",
      "kind": "contains"
    },
    {
      "from": "domain:observability",
      "to": "topic:slo-sli",
      "kind": "contains"
    },
    {
      "from": "domain:observability",
      "to": "topic:incident-management",
      "kind": "contains"
    }
  ],
  "incomingEdges": [
    {
      "from": "role:observability-engineer",
      "to": "domain:observability",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:site-reliability-engineer",
      "to": "domain:observability",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:on-call",
      "to": "domain:observability",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    },
    {
      "from": "role:sre",
      "to": "domain:observability",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "role:incident-commander",
      "to": "domain:observability",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "skill-area:agent-debugging-logging",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:security-monitoring-siem",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:performance-monitoring-profiling",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:model-monitoring-drift-detection",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:distributed-tracing-design",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:time-series-database-design",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:distributed-tracing-instrumentation",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:custom-metrics-design",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:log-aggregation-pipeline",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:alert-fatigue-reduction",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:synthetic-monitoring",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:real-user-monitoring",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:error-tracking",
      "to": "domain:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "specialization:observability",
      "to": "domain:observability",
      "kind": "specializes"
    },
    {
      "from": "stack-profile:observability-stack",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:log-analytics-elk",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:time-series-analytics",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:performance-testing",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:chaos-engineering",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
      "from": "stack-profile:incident-management-platform",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
      "from": "topic:observability-driven-development",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
      "from": "topic:slo-sli",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
      "from": "topic:incident-management",
      "to": "domain:observability",
      "kind": "applies_to"
    },
    {
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      "to": "domain:observability",
      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:incident-response",
      "to": "domain:observability",
      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:on-call-rotation",
      "to": "domain:observability",
      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:capacity-planning",
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      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:post-mortem-review",
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      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:feature-flag-rollout",
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      "kind": "applies_to_domain"
    },
    {
      "from": "workflow:canary-deployment",
      "to": "domain:observability",
      "kind": "applies_to_domain"
    },
    {
      "from": "skill:cicd-pipeline-design",
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      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
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    },
    {
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      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-honeycomb",
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      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-aws-cloudwatch",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-winston",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-pino",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-datadog",
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      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-grafana",
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      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-prometheus",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-pagerduty",
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      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-newrelic",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-splunk",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-opentelemetry",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-jaeger",
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      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-loki",
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      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-tempo",
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      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "lib-agent:devops-sre-platform--sre-lead",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:observability--incident-lifecycle",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--sre-aws",
      "to": "domain:observability",
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      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--sre-azure",
      "to": "domain:observability",
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      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--sre-base",
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      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--sre-gcp",
      "to": "domain:observability",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:devops-sre-platform--observability-pipeline",
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      "attributes": {
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      }
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:enterprise-data-platform-health-check",
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      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:organization-wide-toolchain-audit",
      "to": "domain:observability",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "to": "domain:observability",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:production-readiness-review",
      "to": "domain:observability",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:real-time-streaming-health-check",
      "to": "domain:observability",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:runbook-review-cycle",
      "to": "domain:observability",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:grid-stability-monitoring",
      "to": "domain:observability",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "attributes": {}
    },
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    {
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    {
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      "attributes": {}
    },
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      "attributes": {}
    },
    {
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      "to": "domain:observability",
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      "attributes": {}
    },
    {
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      "attributes": {}
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    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
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    },
    {
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      "kind": "applies_to_domain",
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    {
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      "kind": "applies_to_domain",
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    {
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      "kind": "applies_to_domain",
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    {
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      "kind": "applies_to_domain",
      "attributes": {}
    }
  ]
}