Pipeline run

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        "slug": "d_init_01",
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    },
    {
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        "rationale": "Underlying cloud providers that host the managed services or infrastructure used by the role, such as AWS, Azure, and GCP.",
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        {
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          "rationale": null,
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        {
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          "display_name": "Java Backend Developer",
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        {
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          "slug": "backend-engineer",
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          "display_name": "PHP Backend Developer",
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        "slug": "d_init_01",
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        "slug": "d_init_01",
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    },
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Theme and Layout Customization",
        "id": 392,
        "rationale": "Storefront presentation work for Magento themes, templates, layout XML, and page composition. This cluster covers how commerce pages are rendered and structured without owning generic frontend architecture.",
        "slug": "theme-and-layout-customization",
        "source": "db"
      },
      "input_skill": "Containers",
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      "roles_from_db": [
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          "display_name": "Magento Dev",
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          "rationale": null,
          "role_archetype": "Engineering",
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        }
      ]
    },
    {
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        "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
        "slug": "d_init_01",
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      "input_skill": "Agile",
      "llm_role": null,
      "roles_from_db": []
    },
    {
      "dimension": {
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        "display_name": "Software Concepts, Patterns \u0026 Practices",
        "id": 478,
        "rationale": "Champion foundational software design patterns, development methodologies, and engineering best practices.",
        "slug": "software-concepts-patterns-practices",
        "source": "db"
      },
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