{
  "base_url": "http://127.0.0.1:<redacted-port>/v1",
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    "max_completion_tokens": 9216,
    "reasoning_headroom_tokens": 8192,
    "visible_answer_tokens": 1024
  },
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    "errors": [],
    "reasoning": "any"
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      "content_excerpt": "\n\n",
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      "passed": true,
      "reasoning_chars": 118,
      "reasoning_excerpt": "We need answer user: What's weather in Oakland? Use tool. Need call get_weather city Oakland. Then final with result.\n",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
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      "seconds": 2.465,
      "test": "tools",
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        "prompt_tokens": 5528,
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      },
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    },
    {
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      "content_chars": 2,
      "content_excerpt": "\n\n",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 165,
      "reasoning_excerpt": "We need to respond to user: \"What's the weather in Oakland? Use the tool.\" Need call get_weather city Oakland. Then final answer after tool result. Ensure no extra.\n",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "request_index": 0,
      "seconds": 2.565,
      "test": "tools",
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        "prompt_tokens": 5528,
        "prompt_tokens_details": null,
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        "total_tokens": 5595
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
      "content_chars": 0,
      "content_excerpt": "",
      "event_count": 37,
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 123,
      "reasoning_excerpt": "We need answer user: \"What's the weather in Oakland? Use the tool.\" Need call get_weather city Oakland. Then final answer.\n",
      "reasoning_field": "stream_delta",
      "reasoning_tokens": null,
      "seconds": 0.787,
      "sse_done": true,
      "test": "streaming-tools",
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        "prompt_tokens": 328,
        "prompt_tokens_details": null,
        "reasoning_tokens": 30,
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      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
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      "content_excerpt": "\n\n",
      "finish_reason": "tool_calls",
      "passed": true,
      "reasoning_chars": 160,
      "reasoning_excerpt": "The user wants the weather in Oakland. I have a get_weather tool available. This is a single, straightforward call with no dependencies, so I'll make one call.\n",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "seconds": 0.892,
      "test": "tool-result-initial",
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        "prompt_tokens_details": null,
        "reasoning_tokens": 36,
        "total_tokens": 392
      },
      "validation_detail": "valid tool_call get_weather(city='Oakland')"
    },
    {
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      "content_chars": 13,
      "content_excerpt": "\n\nOAKLAND 72F",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 131,
      "reasoning_excerpt": "We need answer user's request: \"Reply exactly OAKLAND 72F using the tool result.\" Need final exactly OAKLAND 72F. Ensure no extra.\n",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "seconds": 0.579,
      "test": "tool-result-continuation",
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        "prompt_tokens_details": null,
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        "total_tokens": 191
      },
      "validation_detail": "tool result retained"
    },
    {
      "content": "\n\nZEBRA-42917-QUARTZ",
      "content_chars": 20,
      "content_excerpt": "\n\nZEBRA-42917-QUARTZ",
      "finish_reason": "stop",
      "passed": true,
      "reasoning_chars": 224,
      "reasoning_excerpt": "We need answer user's request. User provided huge repeated text and says IMPORTANT: The launch code is ZEBRA-42917-QUARTZ. Question: What is the launch code? Reply with ONLY the code.\n\nNeed final only",
      "reasoning_field": "reasoning_content",
      "reasoning_tokens": null,
      "seconds": 1.26,
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        "prompt_tokens_details": null,
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        "total_tokens": 6921
      },
      "validation_detail": "needle present"
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  "ocr_expect": [],
  "passed": true,
  "results": [
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      "name": "shared-prefix tool batch x2",
      "passed": true
    },
    {
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      "name": "streaming tool call",
      "passed": true
    },
    {
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      "name": "tool-result continuation",
      "passed": true
    },
    {
      "detail": "1.3s ctx~8192 got='ZEBRA-42917-QUARTZ' finish='stop' visible=20 reasoning_chars=224 reasoning_tokens=None",
      "name": "needle @ ~8192 ctx",
      "passed": true
    }
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  "schema_version": "preflight/v2",
  "thinking": {
    "chat_template_kwargs": {
      "enable_thinking": true
    },
    "mode": "enabled",
    "reasoning_effort": null
  },
  "video_expect": [],
  "video_input": null
}