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Agentic AI Atlas · Observability Instrumentation
skill-area:observability-instrumentationa5c.ai
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SkillArea JSON

skill-area:observability-instrumentation

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Observability Instrumentation json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/skill-areas/skill-areas-technical-depth.yamlCluster · domain
Record JSON
{
  "id": "skill-area:observability-instrumentation",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Observability Instrumentation",
    "description": "Instrumenting applications for observability — structured logging,\nmetric emission (counters, gauges, histograms), distributed trace\npropagation (OpenTelemetry, W3C Trace Context), and span annotation.\nCovers SDK integration, auto-instrumentation, and custom metric design.\n",
    "domains": [
      "specialization:observability",
      "specialization:devops-sre-platform"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "skill-area:observability-instrumentation",
      "to": "specialization:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:observability-instrumentation",
      "to": "skill-area:distributed-tracing",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:observability-instrumentation",
      "to": "skill-area:alerting-oncall",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "required"
      }
    },
    {
      "from": "skill-area:observability-instrumentation",
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      "kind": "prerequisite_for_learning",
      "attributes": {
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      }
    },
    {
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      "to": "skill-area:metrics-dashboarding",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
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      "to": "skill-area:observability-pipeline",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "skill-area:observability-instrumentation",
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      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
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      "to": "skill-area:incident-response",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
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    },
    {
      "from": "skill-area:observability-instrumentation",
      "to": "skill-area:error-tracking",
      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    }
  ],
  "incomingEdges": [
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    {
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      "attributes": {}
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      "attributes": {}
    },
    {
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      "kind": "orch_requires_skill_area",
      "attributes": {}
    },
    {
      "from": "orch-primitive:telemetry-collection",
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      "kind": "orch_requires_skill_area",
      "attributes": {}
    },
    {
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      "attributes": {}
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      "kind": "library_used_by",
      "attributes": {}
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      "kind": "library_used_by",
      "attributes": {}
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      "attributes": {}
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      "kind": "used_for"
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    }
  ]
}

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