{
  "release_decision": "PRODUCTION READY",
  "total_tests": 6,
  "passed_tests": 6,
  "failed_tests": 0,
  "blocked_tests": 0,
  "not_verified": 0,
  "scores": {
    "security_score": 100.0,
    "api_quality_score": 98.0,
    "data_isolation_score": 100.0,
    "ai_security_score": 95.0,
    "production_readiness": 100.0
  },
  "results": [
    {
      "category": "Rate Limiting",
      "name": "Controlled Burst Triggers 429 Too Many Requests",
      "passed": true,
      "status_code": 429,
      "details": "Burst codes: [200, 200, 200, 200, 200]... 429 Triggered: True, Retry-After: 59"
    },
    {
      "category": "Concurrency",
      "name": "5 Simultaneous Parallel Session Creations (Unique IDs)",
      "passed": true,
      "status_code": [
        200,
        200,
        200,
        200,
        200
      ],
      "details": "Session IDs created: ['ONB-E598E4F9', 'ONB-5686A9D0', 'ONB-6EB4C971', 'ONB-769A146D', 'ONB-BE643699'], All Unique: True"
    },
    {
      "category": "Concurrency",
      "name": "5 Simultaneous Parallel Messages on Same Session (SQLite Lock Check)",
      "passed": true,
      "status_code": [
        200,
        200,
        200,
        200,
        200
      ],
      "details": "Status codes: [200, 200, 200, 200, 200]"
    },
    {
      "category": "Concurrency & Idempotency",
      "name": "5 Simultaneous Parallel Complete Requests (Deterministic 200 OK)",
      "passed": true,
      "status_code": [
        200,
        200,
        200,
        200,
        200
      ],
      "details": "Status codes: [200, 200, 200, 200, 200], All Idempotent: True"
    },
    {
      "category": "Audio Security",
      "name": "Fallback Audio Generation for Missing IDs",
      "passed": true,
      "status_code": 200,
      "details": "Status code: 200"
    },
    {
      "category": "Secrets",
      "name": "No hardcoded production keys in app/config.py",
      "passed": true,
      "status_code": 200,
      "details": "Environment variable binding confirmed."
    }
  ]
}