{
  "_note": "This is a sample showing the prediction shape. The content is stub and is not a real recommendation. Replace each prediction with your agent's output.",
  "predictions": [
    {
      "scenario_id": "01",
      "finding_type": "issue_found",
      "specific_change": "Sample only \u2014 replace with your agent's recommendation. Must be at least 20 characters.",
      "primary_tier": "compute",
      "secondary_tier": null,
      "action_category": "rightsizing",
      "conclusion": {
        "finding_type": "issue_found",
        "primary_tier": "compute",
        "secondary_tier": null,
        "action_category": "rightsizing",
        "headline": "Sample headline only."
      },
      "evidence": {
        "telemetry_observations": [
          "Sample telemetry observation."
        ],
        "infrastructure_context": [
          "Sample infrastructure context."
        ],
        "correlation_observations": [
          "Sample correlation observation."
        ]
      },
      "reasoning": "Sample reasoning only. Replace with your agent's reasoning.",
      "projected_state": {
        "cpu_p95_pct_estimate": 0,
        "memory_p95_pct_estimate": 0,
        "latency_p95_ms_estimate": 0,
        "sla_availability_preserved": true,
        "notes": "Sample projected state."
      },
      "cost_impact": {
        "current_monthly_usd": 0,
        "projected_monthly_usd": 0,
        "savings_monthly_usd": 0,
        "savings_pct": 0,
        "notes": "Sample cost impact."
      },
      "risk_assessment": {
        "primary_risk": "Sample risk.",
        "mitigation": "Sample mitigation.",
        "rollback": "Sample rollback plan.",
        "notes": "Sample risk notes."
      }
    },
    {
      "scenario_id": "06",
      "finding_type": "issue_found",
      "specific_change": "Sample only \u2014 replace with your agent's recommendation. Must be at least 20 characters.",
      "primary_tier": "compute",
      "secondary_tier": null,
      "action_category": "rightsizing",
      "conclusion": {
        "finding_type": "issue_found",
        "primary_tier": "compute",
        "secondary_tier": null,
        "action_category": "rightsizing",
        "headline": "Sample headline only."
      },
      "evidence": {
        "telemetry_observations": [
          "Sample telemetry observation."
        ],
        "infrastructure_context": [
          "Sample infrastructure context."
        ],
        "correlation_observations": [
          "Sample correlation observation."
        ]
      },
      "reasoning": "Sample reasoning only. Replace with your agent's reasoning.",
      "projected_state": {
        "cpu_p95_pct_estimate": 0,
        "memory_p95_pct_estimate": 0,
        "latency_p95_ms_estimate": 0,
        "sla_availability_preserved": true,
        "notes": "Sample projected state."
      },
      "cost_impact": {
        "current_monthly_usd": 0,
        "projected_monthly_usd": 0,
        "savings_monthly_usd": 0,
        "savings_pct": 0,
        "notes": "Sample cost impact."
      },
      "risk_assessment": {
        "primary_risk": "Sample risk.",
        "mitigation": "Sample mitigation.",
        "rollback": "Sample rollback plan.",
        "notes": "Sample risk notes."
      }
    }
  ]
}