Pipeline run

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        "rationale": "Primary implementation languages used to build platform-specific app features, UI logic, and device integrations. This is the core coding surface for native mobile work on one platform.",
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        "source": "db"
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        "source": "db"
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          "slug": "ml-engineer",
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          "display_name": "Scala Backend Developer",
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        "rationale": "Standards and protocols for integrating Pega applications.",
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        "source": "db"
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      "input_skill": "REST",
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        "rationale": "Encompasses key web and data standards, protocols, and compliance requirements relevant to Sitecore implementations.",
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        "source": "db"
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      "input_skill": "REST",
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    },
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      "dimension": {
        "difficulty_hint": "well_known",
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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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      "input_skill": "Microservices",
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      "roles_from_db": [
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