iiRecord
Agentic AI Atlas · specialization:webapp-fullstack-python
specialization:webapp-fullstack-pythona5c.ai
II.
Specialization JSON

specialization:webapp-fullstack-python

Structured · live

specialization:webapp-fullstack-python 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:webapp-fullstack-python",
  "_kind": "Specialization",
  "_file": "domain/specializations/spec-tool-bridges.yaml",
  "_cluster": "domain",
  "attributes": {},
  "outgoingEdges": [
    {
      "from": "specialization:webapp-fullstack-python",
      "to": "framework:fastapi",
      "kind": "uses_framework"
    },
    {
      "from": "specialization:webapp-fullstack-python",
      "to": "framework:django",
      "kind": "uses_framework"
    },
    {
      "from": "specialization:webapp-fullstack-python",
      "to": "library:sqlalchemy",
      "kind": "uses_library"
    },
    {
      "from": "specialization:webapp-fullstack-python",
      "to": "library:pydantic",
      "kind": "uses_library"
    },
    {
      "from": "specialization:webapp-fullstack-python",
      "to": "tool:uv",
      "kind": "uses_tool"
    },
    {
      "from": "specialization:webapp-fullstack-python",
      "to": "domain:web-development",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:fullstack",
      "to": "specialization:webapp-fullstack-python",
      "kind": "contains",
      "attributes": {}
    },
    {
      "from": "domain:web-development",
      "to": "specialization:webapp-fullstack-python",
      "kind": "contains"
    },
    {
      "from": "skill-area:solution-architecture",
      "to": "specialization:webapp-fullstack-python",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    }
  ]
}