iiRecord
Agentic AI Atlas · specialization:observability
specialization:observabilitya5c.ai
II.
Specialization JSON

specialization:observability

Structured · live

specialization:observability json

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

File · domain/specializations/spec-tool-bridges.yamlCluster · domain
Record JSON
{
  "id": "specialization:observability",
  "_kind": "Specialization",
  "_file": "domain/specializations/spec-tool-bridges.yaml",
  "_cluster": "domain",
  "attributes": {},
  "outgoingEdges": [
    {
      "from": "specialization:observability",
      "to": "tool:datadog",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:observability",
      "to": "tool:grafana",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:observability",
      "to": "tool:prometheus",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:observability",
      "to": "tool:opentelemetry",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:observability",
      "to": "tool:honeycomb",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:observability",
      "to": "tool:loki",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:observability",
      "to": "domain:observability",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:observability",
      "to": "specialization:observability",
      "kind": "contains"
    },
    {
      "from": "role:observability-engineer",
      "to": "specialization:observability",
      "kind": "requires_skill",
      "attributes": {
        "level": "expert"
      }
    },
    {
      "from": "skill-area:observability-instrumentation",
      "to": "specialization:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:alerting-oncall",
      "to": "specialization:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:distributed-tracing",
      "to": "specialization:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:log-aggregation",
      "to": "specialization:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:metrics-dashboarding",
      "to": "specialization:observability",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "lib-process:observability--incident-lifecycle",
      "to": "specialization:observability",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:observability--sre-aws",
      "to": "specialization:observability",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:observability--sre-azure",
      "to": "specialization:observability",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:observability--sre-base",
      "to": "specialization:observability",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:observability--sre-gcp",
      "to": "specialization:observability",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ]
}