{
  "classification": "Operational pilot and candidate-admission audit, not a model benchmark",
  "phases": [
    {
      "phase": "qwen_proposals",
      "requests": 3,
      "http_successes": 3,
      "model": "qwen3.8-27b",
      "reported_tokens": {
        "prompt_tokens": 3648,
        "completion_tokens": 1700,
        "total_tokens": 5348
      },
      "sum_request_duration_seconds": 90.248914
    },
    {
      "phase": "qwen_critiques",
      "requests": 3,
      "http_successes": 3,
      "model": "qwen3.8-27b",
      "reported_tokens": {
        "prompt_tokens": 5023,
        "completion_tokens": 1979,
        "total_tokens": 7002
      },
      "sum_request_duration_seconds": 40.369385
    },
    {
      "phase": "llama_critic_audits",
      "requests": 3,
      "http_successes": 3,
      "model": "llama3.1:8b",
      "reported_tokens": {
        "prompt_tokens": 3917,
        "completion_tokens": 1524,
        "total_tokens": 5441
      },
      "sum_request_duration_seconds": 60.226327
    }
  ],
  "initial_hostname_attempt": {
    "requests": 3,
    "inference_requests": 0,
    "error": "nonlocal_endpoint",
    "reported_tokens": null,
    "disposition": "All failed local-address validation before inference. Reconfigured to an independently verified private address; guard not weakened."
  },
  "structured_proposals": 3,
  "admitted_proposals": 0,
  "automatically_executed_model_code": false,
  "raw_endpoint_records": "Retained locally in ignored .local-runs; public sanitized transcripts above",
  "post_pilot_prompt_changes": "Separated construction briefs and explicit critique error checks. No new inference after these edits, so effectiveness unvalidated."
}