Pipeline run

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      "alias_persist_skipped_reason": "TODO: REMOVE AFTER TESTING \u2014 alias DB write disabled",
      "alias_persisted": false,
      "existing_alias_id": 5584,
      "existing_alias_text": "Query Tuning",
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      "matched_via": "embedding_alias"
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        {
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        {
          "display_name": "Sitecore Dev",
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        {
          "display_name": "Go Backend Developer",
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          "role_archetype": "Engineering",
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          "display_name": "Java Backend Developer",
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          "display_name": "Kotlin Backend Developer",
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        {
          "display_name": "ML Engineer",
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          "rationale": null,
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          "display_name": "MLOps Engineer",
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          "display_name": "Node.js Backend Developer",
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        "rationale": "Major cloud platforms and their core service ecosystems used to design target-state architectures, choose deployment boundaries, and evaluate managed capabilities. This is the primary substrate for cloud architecture decisions.",
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      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "Cloud Security Posture Tools",
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        "rationale": "Cloud-native security platforms used to assess misconfiguration, workload exposure, and cloud control coverage. This dimension includes the major CNAPP/CSPM/CWPP vendors and cloud security services the role reviews and tunes.",
        "slug": "cloud-security-posture-tools",
        "source": "db"
      },
      "input_skill": "AWS",
      "llm_role": null,
      "roles_from_db": [
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          "display_name": "Cloud Security Engineer",
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          "rationale": null,
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          "slug": "cloud-security-engineer",
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        },
        {
          "display_name": "Cyber Security Engineer",
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          "rationale": null,
          "role_archetype": null,
          "slug": "cybersecurity-engineer",
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    {
      "dimension": {
        "difficulty_hint": "well_known",
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