Pipeline run

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            "display_name": "Scala Backend Developer",
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          "rationale": "Architectural patterns for decomposed backend systems and the operational concerns they introduce. Covers service boundaries, consistency tradeoffs, retries, circuit breakers, and distributed coordination.",
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            "display_name": "Scala Backend Developer",
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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          "rationale": "Working effectively with operational relational databases from Go backend services. This includes schema-aware querying, indexing awareness, transactions, and understanding how service code interacts with PostgreSQL or similar systems.",
          "slug": "relational-database-usage",
          "source": "db"
        },
        "dimension_id": 371,
        "input_skill": "MySQL",
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        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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        "roles_from_db": [
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            "display_name": "Go Backend Developer",
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            "rationale": null,
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        ],
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          "rationale": "Models and manages data using non-relational database systems.",
          "slug": "nosql-databases",
          "source": "db"
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        "dimension_id": 19,
        "input_skill": "MongoDB",
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        "matched_chosen_role": true,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension saved",
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          "rationale": "Designing request/response shapes and the rules that govern client-server interaction. This cluster is coherent because full stack engineers often own the contract between UI behavior and backend implementation.",
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          "source": "db"
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        "dimension_id": 3,
        "input_skill": "REST",
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        "matched_chosen_role": true,
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          "rationale": "Designing backend service interfaces and contracts that other systems consume, including endpoint and operation shape, request/response payloads, schema and validation, pagination, filtering, idempotency, versioning, status codes, and backward compatibility across REST, GraphQL, gRPC, and OpenAPI-based APIs.",
          "slug": "api-interface-and-contract-design",
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        "dimension_id": 289,
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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        "roles_from_db": [
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            "display_name": ".NET Backend Developer",
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          "source": "db"
        },
        "dimension_id": 271,
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        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
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        "roles_from_db": [
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        "dimension_id": 452,
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        "roles_from_db": [
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            "slug": "engineering-manager",
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          },
          {
            "display_name": "Sitecore Dev",
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        ],
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          "slug": "browser-apis-and-web-platform",
          "source": "db"
        },
        "dimension_id": 120,
        "input_skill": "WebSocket",
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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": "Fullstack Developer",
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            "role_archetype": null,
            "slug": "full-stack-engineer",
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            "role_archetype": "Engineering",
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            "display_name": "Vue Frontend Developer",
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            "role_archetype": "Engineering",
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          {
            "display_name": "Web Developer",
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          "source": "db"
        },
        "dimension_id": 167,
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        "matched_chosen_role": false,
        "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": 607,
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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": "Frontend Developer",
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            "slug": "ionic-developer",
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            "display_name": "Node.js Backend Developer",
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            "display_name": "React Frontend Developer",
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            "display_name": "React Native Developer",
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            "source": "db"
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            "display_name": "Svelte Frontend Developer",
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            "rationale": null,
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