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Agentic AI Atlas · specialization:backend-development
specialization:backend-developmenta5c.ai
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Specialization JSON

specialization:backend-development

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specialization:backend-development 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:backend-development",
  "_kind": "Specialization",
  "_file": "domain/specializations/spec-tool-bridges.yaml",
  "_cluster": "domain",
  "attributes": {},
  "outgoingEdges": [
    {
      "from": "specialization:backend-development",
      "to": "framework:django",
      "kind": "uses_framework"
    },
    {
      "from": "specialization:backend-development",
      "to": "framework:fastapi",
      "kind": "uses_framework"
    },
    {
      "from": "specialization:backend-development",
      "to": "framework:nestjs",
      "kind": "uses_framework"
    },
    {
      "from": "specialization:backend-development",
      "to": "framework:rails",
      "kind": "uses_framework"
    },
    {
      "from": "specialization:backend-development",
      "to": "framework:flask",
      "kind": "uses_framework"
    },
    {
      "from": "specialization:backend-development",
      "to": "tool:docker",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:backend-development",
      "to": "domain:backend",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:gRPC-service-design",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:API-rate-limiting-design",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:webhook-reliability",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:database-migration",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:connection-pool-tuning",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "skill-area:backend-api-design",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:backend-data-persistence",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:backend-auth",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "skill-area:backend-async-processing",
      "to": "specialization:backend-development",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    },
    {
      "from": "lib-skill:backend-development--backend-async-processing",
      "to": "specialization:backend-development",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--background-job-processing",
      "to": "specialization:backend-development",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--database-drivers-connectors",
      "to": "specialization:backend-development",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--email-notification-delivery",
      "to": "specialization:backend-development",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--growing-outside-in-systems",
      "to": "specialization:backend-development",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--rust-async-runtime",
      "to": "specialization:backend-development",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:backend-development--webhook-verification",
      "to": "specialization:backend-development",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "page:library-backend-development",
      "to": "specialization:backend-development",
      "kind": "documents"
    }
  ]
}

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