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        "source": "db"
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          "role_archetype": null,
          "slug": "ionic-developer",
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          "display_name": "Node.js Backend Developer",
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        {
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        {
          "display_name": "Web Developer",
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          "rationale": null,
          "role_archetype": null,
          "slug": "web-developer",
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      ]
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
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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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          "role_archetype": "Engineering",
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      ]
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      ]
    },
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          "rationale": null,
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        },
        {
          "display_name": "Ruby Backend Developer",
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          "rationale": null,
          "role_archetype": "Engineering",
          "slug": "ruby-backend-developer",
          "source": "db"
        },
        {
          "display_name": "Scala Backend Developer",
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          "rationale": null,
          "role_archetype": "Engineering",
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      ]
    },
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      "dimension": {
        "difficulty_hint": "well_known",
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        "source": "db"
      },
      "input_skill": "REST",
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      "roles_from_db": [
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          "display_name": "Pega Developer",
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          "role_archetype": null,
          "slug": "pega-developer",
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        }
      ]
    },
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        "id": 452,
        "rationale": "Encompasses key web and data standards, protocols, and compliance requirements relevant to Sitecore implementations.",
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        "source": "db"
      },
      "input_skill": "REST",
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          "display_name": "Sitecore Dev",
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      ]
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      "input_skill": "HTML5",
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          "rationale": null,
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          "display_name": "Web Developer",
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      ]
    },
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      "dimension": {
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        "source": "db"
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          "display_name": "Node.js Backend Developer",
          "id": 82,
          "rationale": null,
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        {
          "display_name": "Scala Backend Developer",
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          "rationale": null,
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      ]
    },
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      "dimension": {
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        "display_name": "Containerization and Image Builds",
        "id": 152,
        "rationale": "Container image creation, tagging, hardening, and registry workflows used to package services for deployment. This is coherent because DevOps often owns the build-to-image path that feeds runtime environments.",
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      "roles_from_db": [
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        "source": "db"
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      "llm_role": null,
      "roles_from_db": [
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          "display_name": "Ruby Backend Developer",
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        "difficulty_hint": "well_known",
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        "rationale": "Configuration and release artifacts that control how backend services run in environments. Includes environment variables, manifests, feature flags, and release-safe configuration management.",
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        "source": "db"
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          "display_name": ".NET Backend Developer",
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          "rationale": null,
          "role_archetype": "Engineering",
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        {
          "display_name": "Backend Developer",
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          "rationale": null,
          "role_archetype": "A Backend Engineer designs, builds, and maintains the server-side logic and data handling that power applications and services. They focus on implementing reliable business functionality, integrating with other systems, and ensuring the backend is scalable, maintainable, and observable.",
          "slug": "backend-engineer",
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        },
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          "display_name": "Go Backend Developer",
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          "rationale": null,
          "role_archetype": "Engineering",
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          "source": "db"
        },
        {
          "display_name": "PHP Backend Developer",
          "id": 86,
          "rationale": null,
          "role_archetype": "Engineering",
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          "source": "db"
        }
      ]
    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Identity and Access Architecture",
        "id": 137,
        "rationale": "Cloud identity patterns for authentication, authorization, federation, and privileged access boundaries. This is central to cloud governance because it defines who can administer and consume platform resources.",
        "slug": "identity-and-access-architecture",
        "source": "db"
      },
      "input_skill": "Azure AD",
      "llm_role": null,
      "roles_from_db": [
        {
          "display_name": "Cloud Architect",
          "id": 9,
          "rationale": null,
          "role_archetype": null,
          "slug": "cloud-architect",
          "source": "db"
        },
        {
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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": [
          {
            "display_name": "Data Engineer",
            "id": 2,
            "rationale": null,
            "role_archetype": null,
            "slug": "data-engineer",
            "source": "db"
          }
        ],
        "skill_dimension_saved": true,
        "skill_id": 151,
        "skill_tag": "in_db",
        "skipped_reason": null
      }
    ],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 0
  },
  "planner_output": null,
  "run_id": "5c9f03df-1a4e-4e02-b505-e60c86c7038d"
}