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Recommendations API

View, approve, and apply cost optimization recommendations.

List Recommendations​

GET /api/v1/recommendations?status=pending&cluster_id={id}
{
  "recommendations": [
    {
      "id": "rec_...",
      "title": "Reduce CPU request for nginx-deployment",
      "rule_id": "cpu_overprovisioned",
      "category": "cpu_memory",
      "severity": "medium",
      "estimated_savings": 12.50,
      "pod_name": "nginx-deployment-abc123",
      "namespace": "production",
      "status": "pending",
      "recommended_spec": {
        "cpu_request": "100m",
        "memory_request": "128Mi"
      }
    }
  ]
}

Approve / Reject​

POST /api/v1/recommendations/{id}/approve
POST /api/v1/recommendations/{id}/reject

Apply (Mark as Implemented)​

POST /api/v1/recommendations/{id}/apply

Batch Operations​

POST /api/v1/recommendations/batch
{
  "action": "approve",
  "ids": ["rec_1", "rec_2", "rec_3"]
}

Generate GitOps Manifest​

POST /api/v1/gitops/manifests
{
  "recommendation_ids": ["rec_1", "rec_2"],
  "format": "strategic-merge"
}

Supported formats: json-patch, strategic-merge, helm, kustomize, yaml.