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          "rationale": "Server frameworks and runtimes used to build HTTP services, controllers, middleware, and request pipelines. These frameworks shape how backend endpoints are structured and delivered.",
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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            "slug": "backend-engineer",
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            "rationale": null,
            "role_archetype": "Engineering",
            "slug": "kotlin-server-backend-developer",
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            "rationale": null,
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            "slug": "node-backend-developer",
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            "display_name": "PHP Backend Developer",
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            "role_archetype": "Engineering",
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            "rationale": null,
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            "display_name": "Scala Backend Developer",
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        "roles_from_db": [
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        "dimension_id": 403,
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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        "skill_dimension_saved": true,
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          "rationale": "Implementing site search, indexing, and content discovery features in Drupal. This cluster is coherent because many Drupal sites need structured search experiences beyond basic navigation.",
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        "dimension_id": 356,
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        "role_dimension_saved": false,
        "roles_from_db": [
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            "display_name": "Drupal Dev",
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            "slug": "drupal-dev",
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          {
            "display_name": "Sitecore Dev",
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          "rationale": "Languages used to implement shared mobile features across iOS and Android from a common codebase. This is the primary coding surface for hybrid app logic, UI behavior, and platform-specific branching.",
          "slug": "cross-platform-app-languages",
          "source": "db"
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        "dimension_id": 167,
        "input_skill": "TypeScript",
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [
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            "display_name": "Hybrid Mobile Developer",
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            "slug": "hybrid-mobile-developer",
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        ],
        "skill_dimension_saved": true,
        "skill_id": 524,
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        "chosen_role_id": 15,
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          "id": 114,
          "rationale": "Primary implementation languages for browser client code, UI logic, and shared frontend utilities. These languages are the main coding surface for building interactive web experiences in this role.",
          "slug": "javascript-and-typescript",
          "source": "db"
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