scope-boundary:python.scope

{
  "id": "scope-boundary:python.scope",
  "_kind": "ScopeBoundary",
  "_file": "sourceref-scope/scope-boundaries/scope-boundaries-languages.yaml",
  "_cluster": "sourceref-scope",
  "attributes": {
    "subjectId": "language:python",
    "inScope": "Data science, ML/AI (PyTorch, JAX, scikit-learn), scripting, automation,\nbackend web (Django, FastAPI), scientific computing, and glue code.\nStrongest fit when ecosystem (pandas, numpy, transformers) outweighs\nraw runtime speed.\n",
    "outOfScope": "Latency-critical hot paths without C extensions, mobile/embedded\ndeployment, and large pure-Python concurrent systems where the GIL\nbecomes the bottleneck (use Rust/Go/Java instead).\n",
    "outOfScopeReasonIds": [
      "out-of-scope-reason:implementation-detail"
    ]
  },
  "outgoingEdges": [
    {
      "from": "scope-boundary:python.scope",
      "to": "language:python",
      "kind": "bounds_subject"
    }
  ],
  "incomingEdges": []
}