scripting-eval-baseline-openai-gpt-5.4-2026-03-14-174530.json

{
  "provider": "openai",
  "model": "gpt-5.4",
  "timestamp": "2026-03-14T17:45:30Z",
  "max_turns": 10,
  "baseline": true,
  "results": [
    {
      "task": {
        "id": "lo-large-json-array",
        "category": "large_output",
        "description": "Sum failed USD transactions from a large JSON array of 50 transaction records",
        "system": null,
        "prompt": "Use the get_transactions tool to retrieve all transactions. Find the total amount of all transactions where status is \"failed\" AND currency is \"USD\". Print the total amount.",
        "tools": [
          {
            "name": "get_transactions",
            "description": "Retrieve all transaction records. Returns a JSON array of transaction objects, each with fields: id, amount, currency, status (completed/pending/failed), timestamp, merchant.",
            "schema": {
              "properties": {},
              "type": "object"
            },
            "tags": [],
            "category": null,
            "mock": "[{\"id\": \"TXN-0001\", \"amount\": 27.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-02T09:07:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0002\", \"amount\": 44.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-03T10:14:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0003\", \"amount\": 61.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-04T11:21:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0004\", \"amount\": 79.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-05T12:28:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0005\", \"amount\": 150.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-06T13:35:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0006\", \"amount\": 113.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-07T14:42:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0007\", \"amount\": 131.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-08T15:49:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0008\", \"amount\": 55.0, \"currency\": \"EUR\", \"status\": \"failed\", \"timestamp\": \"2024-11-09T16:56:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0009\", \"amount\": 165.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-10T17:03:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0010\", \"amount\": 183.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-11T18:10:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0011\", \"amount\": 200.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-12T19:17:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0012\", \"amount\": 275.5, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-13T20:24:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0013\", \"amount\": 234.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-14T21:31:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0014\", \"amount\": 252.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-15T08:38:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0015\", \"amount\": 269.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-16T09:45:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0016\", \"amount\": 286.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-17T10:52:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0017\", \"amount\": 304.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-18T11:59:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0018\", \"amount\": 321.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-19T12:06:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0019\", \"amount\": 180.0, \"currency\": \"GBP\", \"status\": \"failed\", \"timestamp\": \"2024-11-20T13:13:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0020\", \"amount\": 356.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-21T14:20:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0021\", \"amount\": 373.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-22T15:27:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0022\", \"amount\": 390.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-23T16:34:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0023\", \"amount\": 99.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-24T17:41:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0024\", \"amount\": 425.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-25T18:48:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0025\", \"amount\": 442.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-26T19:55:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0026\", \"amount\": 459.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-27T20:02:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0027\", \"amount\": 477.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-28T21:09:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0028\", \"amount\": 494.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-01T08:16:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0029\", \"amount\": 11.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-02T09:23:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0030\", \"amount\": 29.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-03T10:30:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0031\", \"amount\": 92.5, \"currency\": \"CAD\", \"status\": \"failed\", \"timestamp\": \"2024-11-04T11:37:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0032\", \"amount\": 63.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-05T12:44:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0033\", \"amount\": 80.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-06T13:51:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0034\", \"amount\": 98.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-07T14:58:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0035\", \"amount\": 115.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-08T15:05:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0036\", \"amount\": 132.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-09T16:12:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0037\", \"amount\": 200.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-10T17:19:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0038\", \"amount\": 167.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-11T18:26:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0039\", \"amount\": 184.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-12T19:33:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0040\", \"amount\": 202.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-13T20:40:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0041\", \"amount\": 219.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-14T21:47:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0042\", \"amount\": 236.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-15T08:54:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0043\", \"amount\": 253.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-16T09:01:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0044\", \"amount\": 123.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-17T10:08:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0045\", \"amount\": 288.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-18T11:15:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0046\", \"amount\": 310.0, \"currency\": \"EUR\", \"status\": \"failed\", \"timestamp\": \"2024-11-19T12:22:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0047\", \"amount\": 323.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-20T13:29:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0048\", \"amount\": 340.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-21T14:36:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0049\", \"amount\": 357.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-22T15:43:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0050\", \"amount\": 375.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-23T16:50:00Z\", \"merchant\": \"Amazon\"}]"
          }
        ],
        "files": {},
        "discovery_mode": false,
        "expectations": [
          {
            "check": "stdout_contains:847.5",
            "weight": 1.0
          },
          {
            "check": "exit_code:0",
            "weight": 1.0
          }
        ]
      },
      "trace": {
        "messages": [
          {
            "role": "user",
            "content": [
              {
                "type": "text",
                "text": "Use the get_transactions tool to retrieve all transactions. Find the total amount of all transactions where status is \"failed\" AND currency is \"USD\". Print the total amount."
              }
            ]
          },
          {
            "role": "assistant",
            "content": [
              {
                "type": "tool_use",
                "id": "call_ubCn59zb2IR2sZkRL55GhVe3",
                "name": "get_transactions",
                "input": {}
              }
            ]
          },
          {
            "role": "tool_result",
            "content": [
              {
                "type": "tool_result",
                "tool_use_id": "call_ubCn59zb2IR2sZkRL55GhVe3",
                "content": "[{\"id\": \"TXN-0001\", \"amount\": 27.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-02T09:07:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0002\", \"amount\": 44.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-03T10:14:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0003\", \"amount\": 61.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-04T11:21:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0004\", \"amount\": 79.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-05T12:28:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0005\", \"amount\": 150.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-06T13:35:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0006\", \"amount\": 113.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-07T14:42:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0007\", \"amount\": 131.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-08T15:49:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0008\", \"amount\": 55.0, \"currency\": \"EUR\", \"status\": \"failed\", \"timestamp\": \"2024-11-09T16:56:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0009\", \"amount\": 165.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-10T17:03:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0010\", \"amount\": 183.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-11T18:10:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0011\", \"amount\": 200.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-12T19:17:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0012\", \"amount\": 275.5, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-13T20:24:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0013\", \"amount\": 234.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-14T21:31:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0014\", \"amount\": 252.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-15T08:38:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0015\", \"amount\": 269.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-16T09:45:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0016\", \"amount\": 286.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-17T10:52:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0017\", \"amount\": 304.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-18T11:59:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0018\", \"amount\": 321.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-19T12:06:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0019\", \"amount\": 180.0, \"currency\": \"GBP\", \"status\": \"failed\", \"timestamp\": \"2024-11-20T13:13:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0020\", \"amount\": 356.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-21T14:20:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0021\", \"amount\": 373.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-22T15:27:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0022\", \"amount\": 390.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-23T16:34:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0023\", \"amount\": 99.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-24T17:41:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0024\", \"amount\": 425.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-25T18:48:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0025\", \"amount\": 442.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-26T19:55:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0026\", \"amount\": 459.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-27T20:02:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0027\", \"amount\": 477.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-28T21:09:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0028\", \"amount\": 494.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-01T08:16:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0029\", \"amount\": 11.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-02T09:23:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0030\", \"amount\": 29.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-03T10:30:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0031\", \"amount\": 92.5, \"currency\": \"CAD\", \"status\": \"failed\", \"timestamp\": \"2024-11-04T11:37:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0032\", \"amount\": 63.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-05T12:44:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0033\", \"amount\": 80.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-06T13:51:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0034\", \"amount\": 98.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-07T14:58:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0035\", \"amount\": 115.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-08T15:05:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0036\", \"amount\": 132.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-09T16:12:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0037\", \"amount\": 200.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-10T17:19:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0038\", \"amount\": 167.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-11T18:26:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0039\", \"amount\": 184.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-12T19:33:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0040\", \"amount\": 202.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-13T20:40:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0041\", \"amount\": 219.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-14T21:47:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0042\", \"amount\": 236.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-15T08:54:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0043\", \"amount\": 253.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-16T09:01:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0044\", \"amount\": 123.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-17T10:08:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0045\", \"amount\": 288.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-18T11:15:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0046\", \"amount\": 310.0, \"currency\": \"EUR\", \"status\": \"failed\", \"timestamp\": \"2024-11-19T12:22:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0047\", \"amount\": 323.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-20T13:29:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0048\", \"amount\": 340.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-21T14:36:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0049\", \"amount\": 357.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-22T15:43:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0050\", \"amount\": 375.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-23T16:50:00Z\", \"merchant\": \"Amazon\"}]",
                "is_error": false
              }
            ]
          },
          {
            "role": "assistant",
            "content": [
              {
                "type": "text",
                "text": "847.0"
              }
            ]
          }
        ],
        "tool_calls": [
          {
            "tool_name": "get_transactions",
            "input": {},
            "output": "[{\"id\": \"TXN-0001\", \"amount\": 27.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-02T09:07:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0002\", \"amount\": 44.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-03T10:14:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0003\", \"amount\": 61.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-04T11:21:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0004\", \"amount\": 79.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-05T12:28:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0005\", \"amount\": 150.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-06T13:35:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0006\", \"amount\": 113.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-07T14:42:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0007\", \"amount\": 131.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-08T15:49:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0008\", \"amount\": 55.0, \"currency\": \"EUR\", \"status\": \"failed\", \"timestamp\": \"2024-11-09T16:56:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0009\", \"amount\": 165.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-10T17:03:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0010\", \"amount\": 183.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-11T18:10:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0011\", \"amount\": 200.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-12T19:17:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0012\", \"amount\": 275.5, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-13T20:24:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0013\", \"amount\": 234.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-14T21:31:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0014\", \"amount\": 252.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-15T08:38:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0015\", \"amount\": 269.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-16T09:45:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0016\", \"amount\": 286.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-17T10:52:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0017\", \"amount\": 304.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-18T11:59:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0018\", \"amount\": 321.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-19T12:06:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0019\", \"amount\": 180.0, \"currency\": \"GBP\", \"status\": \"failed\", \"timestamp\": \"2024-11-20T13:13:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0020\", \"amount\": 356.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-21T14:20:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0021\", \"amount\": 373.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-22T15:27:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0022\", \"amount\": 390.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-23T16:34:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0023\", \"amount\": 99.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-24T17:41:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0024\", \"amount\": 425.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-25T18:48:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0025\", \"amount\": 442.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-26T19:55:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0026\", \"amount\": 459.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-27T20:02:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0027\", \"amount\": 477.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-28T21:09:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0028\", \"amount\": 494.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-01T08:16:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0029\", \"amount\": 11.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-02T09:23:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0030\", \"amount\": 29.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-03T10:30:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0031\", \"amount\": 92.5, \"currency\": \"CAD\", \"status\": \"failed\", \"timestamp\": \"2024-11-04T11:37:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0032\", \"amount\": 63.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-05T12:44:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0033\", \"amount\": 80.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-06T13:51:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0034\", \"amount\": 98.2, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-07T14:58:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0035\", \"amount\": 115.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-08T15:05:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0036\", \"amount\": 132.8, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-09T16:12:00Z\", \"merchant\": \"Starbucks\"}, {\"id\": \"TXN-0037\", \"amount\": 200.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-10T17:19:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0038\", \"amount\": 167.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-11T18:26:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0039\", \"amount\": 184.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-12T19:33:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0040\", \"amount\": 202.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-13T20:40:00Z\", \"merchant\": \"Amazon\"}, {\"id\": \"TXN-0041\", \"amount\": 219.3, \"currency\": \"EUR\", \"status\": \"completed\", \"timestamp\": \"2024-11-14T21:47:00Z\", \"merchant\": \"Walmart\"}, {\"id\": \"TXN-0042\", \"amount\": 236.6, \"currency\": \"GBP\", \"status\": \"pending\", \"timestamp\": \"2024-11-15T08:54:00Z\", \"merchant\": \"Target\"}, {\"id\": \"TXN-0043\", \"amount\": 253.9, \"currency\": \"CAD\", \"status\": \"completed\", \"timestamp\": \"2024-11-16T09:01:00Z\", \"merchant\": \"BestBuy\"}, {\"id\": \"TXN-0044\", \"amount\": 123.0, \"currency\": \"USD\", \"status\": \"failed\", \"timestamp\": \"2024-11-17T10:08:00Z\", \"merchant\": \"Costco\"}, {\"id\": \"TXN-0045\", \"amount\": 288.5, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-18T11:15:00Z\", \"merchant\": \"HomeDepot\"}, {\"id\": \"TXN-0046\", \"amount\": 310.0, \"currency\": \"EUR\", \"status\": \"failed\", \"timestamp\": \"2024-11-19T12:22:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0047\", \"amount\": 323.1, \"currency\": \"USD\", \"status\": \"pending\", \"timestamp\": \"2024-11-20T13:29:00Z\", \"merchant\": \"McDonalds\"}, {\"id\": \"TXN-0048\", \"amount\": 340.4, \"currency\": \"GBP\", \"status\": \"completed\", \"timestamp\": \"2024-11-21T14:36:00Z\", \"merchant\": \"Netflix\"}, {\"id\": \"TXN-0049\", \"amount\": 357.7, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-22T15:43:00Z\", \"merchant\": \"Spotify\"}, {\"id\": \"TXN-0050\", \"amount\": 375.0, \"currency\": \"USD\", \"status\": \"completed\", \"timestamp\": \"2024-11-23T16:50:00Z\", \"merchant\": \"Amazon\"}]",
            "exit_code": 0
          }
        ],
        "tool_call_count": 1,
        "turns": 2,
        "natural_stop": true,
        "total_input_tokens": 3239,
        "total_output_tokens": 19,
        "duration_ms": 2414,
        "baseline": true,
        "raw_tool_output_bytes": 6907,
        "tool_output_sent_bytes": 6907
      },
      "score": {
        "task_id": "lo-large-json-array",
        "results": [
          {
            "check": "stdout_contains:847.5",
            "passed": false,
            "detail": "'847.5' not found in any tool output",
            "weight": 1.0
          },
          {
            "check": "exit_code:0",
            "passed": true,
            "detail": "expected 0, got 0",
            "weight": 1.0
          }
        ],
        "score": 1.0,
        "max_score": 2.0
      }
    },
    {
      "task": {
        "id": "lo-verbose-logs",
        "category": "large_output",
        "description": "Extract and count ERROR lines from verbose log output of ~100 lines",
        "system": null,
        "prompt": "Use the fetch_logs tool to retrieve application logs. Extract all lines with ERROR level. Print each ERROR line, then print the total count of ERROR lines.",
        "tools": [
          {
            "name": "fetch_logs",
            "description": "Fetch recent application log entries. Returns a multi-line text string with log entries, each line formatted as: TIMESTAMP [LEVEL] [SERVICE] MESSAGE",
            "schema": {
              "properties": {},
              "type": "object"
            },
            "tags": [],
            "category": null,
            "mock": "2024-12-15T08:00:00.000Z [INFO] [api-gateway] Request processed successfully\n2024-12-15T08:05:07.137Z [INFO] [auth-service] Health check passed\n2024-12-15T08:10:14.274Z [INFO] [payment-service] Connection pool refreshed\n2024-12-15T08:16:21.411Z [WARN] [user-service] High memory usage detected: 87% utilized\n2024-12-15T08:21:28.548Z [INFO] [notification-service] Background job completed\n2024-12-15T08:26:35.685Z [INFO] [cache-service] Metrics exported to monitoring\n2024-12-15T08:32:42.822Z [INFO] [scheduler] TLS handshake completed\n2024-12-15T08:37:49.959Z [ERROR] [api-gateway] Connection refused to database host db-primary.internal:5432\n2024-12-15T08:42:56.096Z [INFO] [auth-service] Graceful shutdown initiated\n2024-12-15T08:48:03.233Z [INFO] [payment-service] New worker thread spawned\n2024-12-15T08:53:10.370Z [INFO] [user-service] Configuration reloaded from disk\n2024-12-15T08:58:17.507Z [WARN] [notification-service] Slow query detected: SELECT * FROM orders took 3200ms\n2024-12-15T09:04:24.644Z [INFO] [cache-service] Database migration applied: v2.3.1\n2024-12-15T09:09:31.781Z [INFO] [scheduler] Session token validated for user_1234\n2024-12-15T09:14:38.918Z [INFO] [api-gateway] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T09:20:45.055Z [ERROR] [auth-service] OutOfMemoryError: heap space exhausted after allocating 2.1GB\n2024-12-15T09:25:52.192Z [INFO] [payment-service] Health check passed\n2024-12-15T09:30:59.329Z [INFO] [user-service] Connection pool refreshed\n2024-12-15T09:36:06.466Z [INFO] [notification-service] Cache hit for key session_abc\n2024-12-15T09:41:13.603Z [INFO] [cache-service] Background job completed\n2024-12-15T09:46:20.740Z [INFO] [scheduler] Metrics exported to monitoring\n2024-12-15T09:52:27.877Z [INFO] [api-gateway] TLS handshake completed\n2024-12-15T09:57:34.014Z [WARN] [auth-service] Connection pool near capacity: 48/50 active\n2024-12-15T09:02:41.151Z [INFO] [payment-service] Graceful shutdown initiated\n2024-12-15T10:08:48.288Z [INFO] [user-service] New worker thread spawned\n2024-12-15T10:13:55.425Z [INFO] [notification-service] Configuration reloaded from disk\n2024-12-15T10:18:02.562Z [INFO] [cache-service] Upstream response received in 45ms\n2024-12-15T10:24:09.699Z [INFO] [scheduler] Database migration applied: v2.3.1\n2024-12-15T10:29:16.836Z [ERROR] [api-gateway] TLS certificate verification failed for upstream payments.provider.com\n2024-12-15T10:34:23.973Z [INFO] [auth-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T10:40:30.110Z [INFO] [payment-service] Request processed successfully\n2024-12-15T10:45:37.247Z [INFO] [user-service] Health check passed\n2024-12-15T10:50:44.384Z [INFO] [notification-service] Connection pool refreshed\n2024-12-15T10:56:51.521Z [INFO] [cache-service] Cache hit for key session_abc\n2024-12-15T10:01:58.658Z [WARN] [scheduler] Deprecated API endpoint /v1/users called by client sdk-2.1\n2024-12-15T10:06:05.795Z [INFO] [api-gateway] Metrics exported to monitoring\n2024-12-15T11:12:12.932Z [INFO] [auth-service] TLS handshake completed\n2024-12-15T11:17:19.069Z [INFO] [payment-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T11:22:26.206Z [INFO] [user-service] Graceful shutdown initiated\n2024-12-15T11:28:33.343Z [INFO] [notification-service] New worker thread spawned\n2024-12-15T11:33:40.480Z [INFO] [cache-service] Configuration reloaded from disk\n2024-12-15T11:38:47.617Z [ERROR] [scheduler] Unhandled exception in request handler: NullPointerException at UserService.java:142\n2024-12-15T11:44:54.754Z [INFO] [api-gateway] Database migration applied: v2.3.1\n2024-12-15T11:49:01.891Z [INFO] [auth-service] Session token validated for user_1234\n2024-12-15T11:54:08.028Z [INFO] [payment-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T11:00:15.165Z [INFO] [user-service] Request processed successfully\n2024-12-15T11:05:22.302Z [INFO] [notification-service] Health check passed\n2024-12-15T11:10:29.439Z [WARN] [cache-service] Retry attempt 2/3 for upstream request\n2024-12-15T12:16:36.576Z [INFO] [scheduler] Cache hit for key session_abc\n2024-12-15T12:21:43.713Z [INFO] [api-gateway] Background job completed\n2024-12-15T12:26:50.850Z [INFO] [auth-service] Metrics exported to monitoring\n2024-12-15T12:32:57.987Z [INFO] [payment-service] TLS handshake completed\n2024-12-15T12:37:04.124Z [INFO] [user-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T12:42:11.261Z [INFO] [notification-service] Graceful shutdown initiated\n2024-12-15T12:48:18.398Z [INFO] [cache-service] New worker thread spawned\n2024-12-15T12:53:25.535Z [ERROR] [scheduler] Disk write failed: /var/log/audit.log (No space left on device)\n2024-12-15T12:58:32.672Z [INFO] [api-gateway] Upstream response received in 45ms\n2024-12-15T12:04:39.809Z [INFO] [auth-service] Database migration applied: v2.3.1\n2024-12-15T12:09:46.946Z [WARN] [payment-service] Disk usage above 80% threshold on /var/data\n2024-12-15T12:14:53.083Z [INFO] [user-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T13:20:00.220Z [INFO] [notification-service] Request processed successfully\n2024-12-15T13:25:07.357Z [INFO] [cache-service] Health check passed\n2024-12-15T13:30:14.494Z [INFO] [scheduler] Connection pool refreshed\n2024-12-15T13:36:21.631Z [WARN] [api-gateway] Request rate approaching limit: 950/1000 rpm\n2024-12-15T13:41:28.768Z [INFO] [auth-service] Background job completed\n2024-12-15T13:46:35.905Z [INFO] [payment-service] Metrics exported to monitoring\n2024-12-15T13:52:42.042Z [INFO] [user-service] TLS handshake completed\n2024-12-15T13:57:49.179Z [INFO] [notification-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T13:02:56.316Z [INFO] [cache-service] Graceful shutdown initiated\n2024-12-15T13:08:03.453Z [INFO] [scheduler] New worker thread spawned\n2024-12-15T13:13:10.590Z [INFO] [api-gateway] Configuration reloaded from disk\n2024-12-15T13:18:17.727Z [INFO] [auth-service] Upstream response received in 45ms\n2024-12-15T14:24:24.864Z [ERROR] [payment-service] Authentication token expired for service-account-prod, rejecting request\n2024-12-15T14:29:31.001Z [INFO] [user-service] Session token validated for user_1234\n2024-12-15T14:34:38.138Z [INFO] [notification-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T14:40:45.275Z [INFO] [cache-service] Request processed successfully\n2024-12-15T14:45:52.412Z [WARN] [scheduler] Certificate expires in 14 days for *.api.example.com\n2024-12-15T14:50:59.549Z [INFO] [api-gateway] Connection pool refreshed\n2024-12-15T14:56:06.686Z [INFO] [auth-service] Cache hit for key session_abc\n2024-12-15T14:01:13.823Z [INFO] [payment-service] Background job completed\n2024-12-15T14:06:20.960Z [INFO] [user-service] Metrics exported to monitoring\n2024-12-15T14:12:27.097Z [WARN] [notification-service] Garbage collection pause exceeded 200ms\n2024-12-15T14:17:34.234Z [INFO] [cache-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T14:22:41.371Z [INFO] [scheduler] Graceful shutdown initiated\n2024-12-15T15:28:48.508Z [INFO] [api-gateway] New worker thread spawned\n2024-12-15T15:33:55.645Z [INFO] [auth-service] Configuration reloaded from disk\n2024-12-15T15:38:02.782Z [INFO] [payment-service] Upstream response received in 45ms\n2024-12-15T15:44:09.919Z [INFO] [user-service] Database migration applied: v2.3.1\n2024-12-15T15:49:16.056Z [INFO] [notification-service] Session token validated for user_1234\n2024-12-15T15:54:23.193Z [ERROR] [cache-service] Circuit breaker OPEN for payment-service after 5 consecutive failures\n2024-12-15T15:00:30.330Z [INFO] [scheduler] Request processed successfully\n2024-12-15T15:05:37.467Z [INFO] [api-gateway] Health check passed\n2024-12-15T15:10:44.604Z [INFO] [auth-service] Connection pool refreshed\n2024-12-15T15:16:51.741Z [INFO] [payment-service] Cache hit for key session_abc\n2024-12-15T15:21:58.878Z [INFO] [user-service] Background job completed\n2024-12-15T15:26:05.015Z [WARN] [notification-service] Stale cache entry evicted for key product_catalog\n2024-12-15T16:32:12.152Z [INFO] [cache-service] TLS handshake completed\n2024-12-15T16:37:19.289Z [INFO] [scheduler] Rate limiter reset for client 10.0.0.5\n2024-12-15T16:42:26.426Z [INFO] [api-gateway] Graceful shutdown initiated\n2024-12-15T16:48:33.563Z [INFO] [auth-service] New worker thread spawned"
          }
        ],
        "files": {},
        "discovery_mode": false,
        "expectations": [
          {
            "check": "stdout_contains:7",
            "weight": 1.0
          },
          {
            "check": "stdout_contains:Connection refused",
            "weight": 1.0
          },
          {
            "check": "stdout_contains:OutOfMemoryError",
            "weight": 1.0
          },
          {
            "check": "stdout_contains:Circuit breaker",
            "weight": 1.0
          },
          {
            "check": "exit_code:0",
            "weight": 1.0
          }
        ]
      },
      "trace": {
        "messages": [
          {
            "role": "user",
            "content": [
              {
                "type": "text",
                "text": "Use the fetch_logs tool to retrieve application logs. Extract all lines with ERROR level. Print each ERROR line, then print the total count of ERROR lines."
              }
            ]
          },
          {
            "role": "assistant",
            "content": [
              {
                "type": "tool_use",
                "id": "call_8vcXSDPEieAP8TjyMhesnSAg",
                "name": "fetch_logs",
                "input": {}
              }
            ]
          },
          {
            "role": "tool_result",
            "content": [
              {
                "type": "tool_result",
                "tool_use_id": "call_8vcXSDPEieAP8TjyMhesnSAg",
                "content": "2024-12-15T08:00:00.000Z [INFO] [api-gateway] Request processed successfully\n2024-12-15T08:05:07.137Z [INFO] [auth-service] Health check passed\n2024-12-15T08:10:14.274Z [INFO] [payment-service] Connection pool refreshed\n2024-12-15T08:16:21.411Z [WARN] [user-service] High memory usage detected: 87% utilized\n2024-12-15T08:21:28.548Z [INFO] [notification-service] Background job completed\n2024-12-15T08:26:35.685Z [INFO] [cache-service] Metrics exported to monitoring\n2024-12-15T08:32:42.822Z [INFO] [scheduler] TLS handshake completed\n2024-12-15T08:37:49.959Z [ERROR] [api-gateway] Connection refused to database host db-primary.internal:5432\n2024-12-15T08:42:56.096Z [INFO] [auth-service] Graceful shutdown initiated\n2024-12-15T08:48:03.233Z [INFO] [payment-service] New worker thread spawned\n2024-12-15T08:53:10.370Z [INFO] [user-service] Configuration reloaded from disk\n2024-12-15T08:58:17.507Z [WARN] [notification-service] Slow query detected: SELECT * FROM orders took 3200ms\n2024-12-15T09:04:24.644Z [INFO] [cache-service] Database migration applied: v2.3.1\n2024-12-15T09:09:31.781Z [INFO] [scheduler] Session token validated for user_1234\n2024-12-15T09:14:38.918Z [INFO] [api-gateway] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T09:20:45.055Z [ERROR] [auth-service] OutOfMemoryError: heap space exhausted after allocating 2.1GB\n2024-12-15T09:25:52.192Z [INFO] [payment-service] Health check passed\n2024-12-15T09:30:59.329Z [INFO] [user-service] Connection pool refreshed\n2024-12-15T09:36:06.466Z [INFO] [notification-service] Cache hit for key session_abc\n2024-12-15T09:41:13.603Z [INFO] [cache-service] Background job completed\n2024-12-15T09:46:20.740Z [INFO] [scheduler] Metrics exported to monitoring\n2024-12-15T09:52:27.877Z [INFO] [api-gateway] TLS handshake completed\n2024-12-15T09:57:34.014Z [WARN] [auth-service] Connection pool near capacity: 48/50 active\n2024-12-15T09:02:41.151Z [INFO] [payment-service] Graceful shutdown initiated\n2024-12-15T10:08:48.288Z [INFO] [user-service] New worker thread spawned\n2024-12-15T10:13:55.425Z [INFO] [notification-service] Configuration reloaded from disk\n2024-12-15T10:18:02.562Z [INFO] [cache-service] Upstream response received in 45ms\n2024-12-15T10:24:09.699Z [INFO] [scheduler] Database migration applied: v2.3.1\n2024-12-15T10:29:16.836Z [ERROR] [api-gateway] TLS certificate verification failed for upstream payments.provider.com\n2024-12-15T10:34:23.973Z [INFO] [auth-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T10:40:30.110Z [INFO] [payment-service] Request processed successfully\n2024-12-15T10:45:37.247Z [INFO] [user-service] Health check passed\n2024-12-15T10:50:44.384Z [INFO] [notification-service] Connection pool refreshed\n2024-12-15T10:56:51.521Z [INFO] [cache-service] Cache hit for key session_abc\n2024-12-15T10:01:58.658Z [WARN] [scheduler] Deprecated API endpoint /v1/users called by client sdk-2.1\n2024-12-15T10:06:05.795Z [INFO] [api-gateway] Metrics exported to monitoring\n2024-12-15T11:12:12.932Z [INFO] [auth-service] TLS handshake completed\n2024-12-15T11:17:19.069Z [INFO] [payment-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T11:22:26.206Z [INFO] [user-service] Graceful shutdown initiated\n2024-12-15T11:28:33.343Z [INFO] [notification-service] New worker thread spawned\n2024-12-15T11:33:40.480Z [INFO] [cache-service] Configuration reloaded from disk\n2024-12-15T11:38:47.617Z [ERROR] [scheduler] Unhandled exception in request handler: NullPointerException at UserService.java:142\n2024-12-15T11:44:54.754Z [INFO] [api-gateway] Database migration applied: v2.3.1\n2024-12-15T11:49:01.891Z [INFO] [auth-service] Session token validated for user_1234\n2024-12-15T11:54:08.028Z [INFO] [payment-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T11:00:15.165Z [INFO] [user-service] Request processed successfully\n2024-12-15T11:05:22.302Z [INFO] [notification-service] Health check passed\n2024-12-15T11:10:29.439Z [WARN] [cache-service] Retry attempt 2/3 for upstream request\n2024-12-15T12:16:36.576Z [INFO] [scheduler] Cache hit for key session_abc\n2024-12-15T12:21:43.713Z [INFO] [api-gateway] Background job completed\n2024-12-15T12:26:50.850Z [INFO] [auth-service] Metrics exported to monitoring\n2024-12-15T12:32:57.987Z [INFO] [payment-service] TLS handshake completed\n2024-12-15T12:37:04.124Z [INFO] [user-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T12:42:11.261Z [INFO] [notification-service] Graceful shutdown initiated\n2024-12-15T12:48:18.398Z [INFO] [cache-service] New worker thread spawned\n2024-12-15T12:53:25.535Z [ERROR] [scheduler] Disk write failed: /var/log/audit.log (No space left on device)\n2024-12-15T12:58:32.672Z [INFO] [api-gateway] Upstream response received in 45ms\n2024-12-15T12:04:39.809Z [INFO] [auth-service] Database migration applied: v2.3.1\n2024-12-15T12:09:46.946Z [WARN] [payment-service] Disk usage above 80% threshold on /var/data\n2024-12-15T12:14:53.083Z [INFO] [user-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T13:20:00.220Z [INFO] [notification-service] Request processed successfully\n2024-12-15T13:25:07.357Z [INFO] [cache-service] Health check passed\n2024-12-15T13:30:14.494Z [INFO] [scheduler] Connection pool refreshed\n2024-12-15T13:36:21.631Z [WARN] [api-gateway] Request rate approaching limit: 950/1000 rpm\n2024-12-15T13:41:28.768Z [INFO] [auth-service] Background job completed\n2024-12-15T13:46:35.905Z [INFO] [payment-service] Metrics exported to monitoring\n2024-12-15T13:52:42.042Z [INFO] [user-service] TLS handshake completed\n2024-12-15T13:57:49.179Z [INFO] [notification-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T13:02:56.316Z [INFO] [cache-service] Graceful shutdown initiated\n2024-12-15T13:08:03.453Z [INFO] [scheduler] New worker thread spawned\n2024-12-15T13:13:10.590Z [INFO] [api-gateway] Configuration reloaded from disk\n2024-12-15T13:18:17.727Z [INFO] [auth-service] Upstream response received in 45ms\n2024-12-15T14:24:24.864Z [ERROR] [payment-service] Authentication token expired for service-account-prod, rejecting request\n2024-12-15T14:29:31.001Z [INFO] [user-service] Session token validated for user_1234\n2024-12-15T14:34:38.138Z [INFO] [notification-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T14:40:45.275Z [INFO] [cache-service] Request processed successfully\n2024-12-15T14:45:52.412Z [WARN] [scheduler] Certificate expires in 14 days for *.api.example.com\n2024-12-15T14:50:59.549Z [INFO] [api-gateway] Connection pool refreshed\n2024-12-15T14:56:06.686Z [INFO] [auth-service] Cache hit for key session_abc\n2024-12-15T14:01:13.823Z [INFO] [payment-service] Background job completed\n2024-12-15T14:06:20.960Z [INFO] [user-service] Metrics exported to monitoring\n2024-12-15T14:12:27.097Z [WARN] [notification-service] Garbage collection pause exceeded 200ms\n2024-12-15T14:17:34.234Z [INFO] [cache-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T14:22:41.371Z [INFO] [scheduler] Graceful shutdown initiated\n2024-12-15T15:28:48.508Z [INFO] [api-gateway] New worker thread spawned\n2024-12-15T15:33:55.645Z [INFO] [auth-service] Configuration reloaded from disk\n2024-12-15T15:38:02.782Z [INFO] [payment-service] Upstream response received in 45ms\n2024-12-15T15:44:09.919Z [INFO] [user-service] Database migration applied: v2.3.1\n2024-12-15T15:49:16.056Z [INFO] [notification-service] Session token validated for user_1234\n2024-12-15T15:54:23.193Z [ERROR] [cache-service] Circuit breaker OPEN for payment-service after 5 consecutive failures\n2024-12-15T15:00:30.330Z [INFO] [scheduler] Request processed successfully\n2024-12-15T15:05:37.467Z [INFO] [api-gateway] Health check passed\n2024-12-15T15:10:44.604Z [INFO] [auth-service] Connection pool refreshed\n2024-12-15T15:16:51.741Z [INFO] [payment-service] Cache hit for key session_abc\n2024-12-15T15:21:58.878Z [INFO] [user-service] Background job completed\n2024-12-15T15:26:05.015Z [WARN] [notification-service] Stale cache entry evicted for key product_catalog\n2024-12-15T16:32:12.152Z [INFO] [cache-service] TLS handshake completed\n2024-12-15T16:37:19.289Z [INFO] [scheduler] Rate limiter reset for client 10.0.0.5\n2024-12-15T16:42:26.426Z [INFO] [api-gateway] Graceful shutdown initiated\n2024-12-15T16:48:33.563Z [INFO] [auth-service] New worker thread spawned",
                "is_error": false
              }
            ]
          },
          {
            "role": "assistant",
            "content": [
              {
                "type": "text",
                "text": "2024-12-15T08:37:49.959Z [ERROR] [api-gateway] Connection refused to database host db-primary.internal:5432\n2024-12-15T09:20:45.055Z [ERROR] [auth-service] OutOfMemoryError: heap space exhausted after allocating 2.1GB\n2024-12-15T10:29:16.836Z [ERROR] [api-gateway] TLS certificate verification failed for upstream payments.provider.com\n2024-12-15T11:38:47.617Z [ERROR] [scheduler] Unhandled exception in request handler: NullPointerException at UserService.java:142\n2024-12-15T12:53:25.535Z [ERROR] [scheduler] Disk write failed: /var/log/audit.log (No space left on device)\n2024-12-15T14:24:24.864Z [ERROR] [payment-service] Authentication token expired for service-account-prod, rejecting request\n2024-12-15T15:54:23.193Z [ERROR] [cache-service] Circuit breaker OPEN for payment-service after 5 consecutive failures\n\nTotal ERROR lines: 7"
              }
            ]
          }
        ],
        "tool_calls": [
          {
            "tool_name": "fetch_logs",
            "input": {},
            "output": "2024-12-15T08:00:00.000Z [INFO] [api-gateway] Request processed successfully\n2024-12-15T08:05:07.137Z [INFO] [auth-service] Health check passed\n2024-12-15T08:10:14.274Z [INFO] [payment-service] Connection pool refreshed\n2024-12-15T08:16:21.411Z [WARN] [user-service] High memory usage detected: 87% utilized\n2024-12-15T08:21:28.548Z [INFO] [notification-service] Background job completed\n2024-12-15T08:26:35.685Z [INFO] [cache-service] Metrics exported to monitoring\n2024-12-15T08:32:42.822Z [INFO] [scheduler] TLS handshake completed\n2024-12-15T08:37:49.959Z [ERROR] [api-gateway] Connection refused to database host db-primary.internal:5432\n2024-12-15T08:42:56.096Z [INFO] [auth-service] Graceful shutdown initiated\n2024-12-15T08:48:03.233Z [INFO] [payment-service] New worker thread spawned\n2024-12-15T08:53:10.370Z [INFO] [user-service] Configuration reloaded from disk\n2024-12-15T08:58:17.507Z [WARN] [notification-service] Slow query detected: SELECT * FROM orders took 3200ms\n2024-12-15T09:04:24.644Z [INFO] [cache-service] Database migration applied: v2.3.1\n2024-12-15T09:09:31.781Z [INFO] [scheduler] Session token validated for user_1234\n2024-12-15T09:14:38.918Z [INFO] [api-gateway] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T09:20:45.055Z [ERROR] [auth-service] OutOfMemoryError: heap space exhausted after allocating 2.1GB\n2024-12-15T09:25:52.192Z [INFO] [payment-service] Health check passed\n2024-12-15T09:30:59.329Z [INFO] [user-service] Connection pool refreshed\n2024-12-15T09:36:06.466Z [INFO] [notification-service] Cache hit for key session_abc\n2024-12-15T09:41:13.603Z [INFO] [cache-service] Background job completed\n2024-12-15T09:46:20.740Z [INFO] [scheduler] Metrics exported to monitoring\n2024-12-15T09:52:27.877Z [INFO] [api-gateway] TLS handshake completed\n2024-12-15T09:57:34.014Z [WARN] [auth-service] Connection pool near capacity: 48/50 active\n2024-12-15T09:02:41.151Z [INFO] [payment-service] Graceful shutdown initiated\n2024-12-15T10:08:48.288Z [INFO] [user-service] New worker thread spawned\n2024-12-15T10:13:55.425Z [INFO] [notification-service] Configuration reloaded from disk\n2024-12-15T10:18:02.562Z [INFO] [cache-service] Upstream response received in 45ms\n2024-12-15T10:24:09.699Z [INFO] [scheduler] Database migration applied: v2.3.1\n2024-12-15T10:29:16.836Z [ERROR] [api-gateway] TLS certificate verification failed for upstream payments.provider.com\n2024-12-15T10:34:23.973Z [INFO] [auth-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T10:40:30.110Z [INFO] [payment-service] Request processed successfully\n2024-12-15T10:45:37.247Z [INFO] [user-service] Health check passed\n2024-12-15T10:50:44.384Z [INFO] [notification-service] Connection pool refreshed\n2024-12-15T10:56:51.521Z [INFO] [cache-service] Cache hit for key session_abc\n2024-12-15T10:01:58.658Z [WARN] [scheduler] Deprecated API endpoint /v1/users called by client sdk-2.1\n2024-12-15T10:06:05.795Z [INFO] [api-gateway] Metrics exported to monitoring\n2024-12-15T11:12:12.932Z [INFO] [auth-service] TLS handshake completed\n2024-12-15T11:17:19.069Z [INFO] [payment-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T11:22:26.206Z [INFO] [user-service] Graceful shutdown initiated\n2024-12-15T11:28:33.343Z [INFO] [notification-service] New worker thread spawned\n2024-12-15T11:33:40.480Z [INFO] [cache-service] Configuration reloaded from disk\n2024-12-15T11:38:47.617Z [ERROR] [scheduler] Unhandled exception in request handler: NullPointerException at UserService.java:142\n2024-12-15T11:44:54.754Z [INFO] [api-gateway] Database migration applied: v2.3.1\n2024-12-15T11:49:01.891Z [INFO] [auth-service] Session token validated for user_1234\n2024-12-15T11:54:08.028Z [INFO] [payment-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T11:00:15.165Z [INFO] [user-service] Request processed successfully\n2024-12-15T11:05:22.302Z [INFO] [notification-service] Health check passed\n2024-12-15T11:10:29.439Z [WARN] [cache-service] Retry attempt 2/3 for upstream request\n2024-12-15T12:16:36.576Z [INFO] [scheduler] Cache hit for key session_abc\n2024-12-15T12:21:43.713Z [INFO] [api-gateway] Background job completed\n2024-12-15T12:26:50.850Z [INFO] [auth-service] Metrics exported to monitoring\n2024-12-15T12:32:57.987Z [INFO] [payment-service] TLS handshake completed\n2024-12-15T12:37:04.124Z [INFO] [user-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T12:42:11.261Z [INFO] [notification-service] Graceful shutdown initiated\n2024-12-15T12:48:18.398Z [INFO] [cache-service] New worker thread spawned\n2024-12-15T12:53:25.535Z [ERROR] [scheduler] Disk write failed: /var/log/audit.log (No space left on device)\n2024-12-15T12:58:32.672Z [INFO] [api-gateway] Upstream response received in 45ms\n2024-12-15T12:04:39.809Z [INFO] [auth-service] Database migration applied: v2.3.1\n2024-12-15T12:09:46.946Z [WARN] [payment-service] Disk usage above 80% threshold on /var/data\n2024-12-15T12:14:53.083Z [INFO] [user-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T13:20:00.220Z [INFO] [notification-service] Request processed successfully\n2024-12-15T13:25:07.357Z [INFO] [cache-service] Health check passed\n2024-12-15T13:30:14.494Z [INFO] [scheduler] Connection pool refreshed\n2024-12-15T13:36:21.631Z [WARN] [api-gateway] Request rate approaching limit: 950/1000 rpm\n2024-12-15T13:41:28.768Z [INFO] [auth-service] Background job completed\n2024-12-15T13:46:35.905Z [INFO] [payment-service] Metrics exported to monitoring\n2024-12-15T13:52:42.042Z [INFO] [user-service] TLS handshake completed\n2024-12-15T13:57:49.179Z [INFO] [notification-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T13:02:56.316Z [INFO] [cache-service] Graceful shutdown initiated\n2024-12-15T13:08:03.453Z [INFO] [scheduler] New worker thread spawned\n2024-12-15T13:13:10.590Z [INFO] [api-gateway] Configuration reloaded from disk\n2024-12-15T13:18:17.727Z [INFO] [auth-service] Upstream response received in 45ms\n2024-12-15T14:24:24.864Z [ERROR] [payment-service] Authentication token expired for service-account-prod, rejecting request\n2024-12-15T14:29:31.001Z [INFO] [user-service] Session token validated for user_1234\n2024-12-15T14:34:38.138Z [INFO] [notification-service] Outbound webhook delivered to https://hooks.example.com/notify\n2024-12-15T14:40:45.275Z [INFO] [cache-service] Request processed successfully\n2024-12-15T14:45:52.412Z [WARN] [scheduler] Certificate expires in 14 days for *.api.example.com\n2024-12-15T14:50:59.549Z [INFO] [api-gateway] Connection pool refreshed\n2024-12-15T14:56:06.686Z [INFO] [auth-service] Cache hit for key session_abc\n2024-12-15T14:01:13.823Z [INFO] [payment-service] Background job completed\n2024-12-15T14:06:20.960Z [INFO] [user-service] Metrics exported to monitoring\n2024-12-15T14:12:27.097Z [WARN] [notification-service] Garbage collection pause exceeded 200ms\n2024-12-15T14:17:34.234Z [INFO] [cache-service] Rate limiter reset for client 10.0.0.5\n2024-12-15T14:22:41.371Z [INFO] [scheduler] Graceful shutdown initiated\n2024-12-15T15:28:48.508Z [INFO] [api-gateway] New worker thread spawned\n2024-12-15T15:33:55.645Z [INFO] [auth-service] Configuration reloaded from disk\n2024-12-15T15:38:02.782Z [INFO] [payment-service] Upstream response received in 45ms\n2024-12-15T15:44:09.919Z [INFO] [user-service] Database migration applied: v2.3.1\n2024-12-15T15:49:16.056Z [INFO] [notification-service] Session token validated for user_1234\n2024-12-15T15:54:23.193Z [ERROR] [cache-service] Circuit breaker OPEN for payment-service after 5 consecutive failures\n2024-12-15T15:00:30.330Z [INFO] [scheduler] Request processed successfully\n2024-12-15T15:05:37.467Z [INFO] [api-gateway] Health check passed\n2024-12-15T15:10:44.604Z [INFO] [auth-service] Connection pool refreshed\n2024-12-15T15:16:51.741Z [INFO] [payment-service] Cache hit for key session_abc\n2024-12-15T15:21:58.878Z [INFO] [user-service] Background job completed\n2024-12-15T15:26:05.015Z [WARN] [notification-service] Stale cache entry evicted for key product_catalog\n2024-12-15T16:32:12.152Z [INFO] [cache-service] TLS handshake completed\n2024-12-15T16:37:19.289Z [INFO] [scheduler] Rate limiter reset for client 10.0.0.5\n2024-12-15T16:42:26.426Z [INFO] [api-gateway] Graceful shutdown initiated\n2024-12-15T16:48:33.563Z [INFO] [auth-service] New worker thread spawned",
            "exit_code": 0
          }
        ],
        "tool_call_count": 1,
        "turns": 2,
        "natural_stop": true,
        "total_input_tokens": 3449,
        "total_output_tokens": 271,
        "duration_ms": 4807,
        "baseline": true,
        "raw_tool_output_bytes": 8384,
        "tool_output_sent_bytes": 8384
      },
      "score": {
        "task_id": "lo-verbose-logs",
        "results": [
          {
            "check": "stdout_contains:7",
            "passed": true,
            "detail": "found",
            "weight": 1.0
          },
          {
            "check": "stdout_contains:Connection refused",
            "passed": true,
            "detail": "found",
            "weight": 1.0
          },
          {
            "check": "stdout_contains:OutOfMemoryError",
            "passed": true,
            "detail": "found",
            "weight": 1.0
          },
          {
            "check": "stdout_contains:Circuit breaker",
            "passed": true,
            "detail": "found",
            "weight": 1.0
          },
          {
            "check": "exit_code:0",
            "passed": true,
            "detail": "expected 0, got 0",
            "weight": 1.0
          }
        ],
        "score": 5.0,
        "max_score": 5.0
      }
    },
    {
      "task": {
        "id": "lo-nested-config",
        "category": "large_output",
        "description": "Extract specific values from a deeply nested JSON configuration object",
        "system": null,
        "prompt": "Use the get_config tool to retrieve the application configuration. Find the primary database connection string (it is nested several levels deep under infrastructure) and the max_pool_size setting for the primary database. Print both values.",
        "tools": [
          {
            "name": "get_config",
            "description": "Retrieve the full application configuration. Returns a deeply nested JSON object containing application settings, infrastructure config (database, cache, message queue, monitoring), security settings, and networking configuration.",
            "schema": {
              "properties": {},
              "type": "object"
            },
            "tags": [],
            "category": null,
            "mock": "{\"application\": {\"name\": \"acme-platform\", \"version\": \"3.14.2\", \"environment\": \"production\", \"features\": {\"dark_mode\": true, \"beta_features\": false, \"maintenance_window\": {\"enabled\": false, \"start\": \"02:00\", \"end\": \"04:00\", \"timezone\": \"UTC\"}}, \"logging\": {\"level\": \"warn\", \"format\": \"json\", \"outputs\": [\"stdout\", \"/var/log/acme/app.log\"], \"rotation\": {\"max_size_mb\": 100, \"max_files\": 10, \"compress\": true}}}, \"infrastructure\": {\"services\": {\"database\": {\"primary\": {\"connection_string\": \"postgresql://prod:secret@db.internal:5432/maindb\", \"max_pool_size\": 25, \"min_pool_size\": 5, \"idle_timeout_ms\": 30000, \"ssl\": {\"enabled\": true, \"ca_cert\": \"/etc/ssl/certs/db-ca.pem\", \"verify\": true}}, \"replica\": {\"connection_string\": \"postgresql://prod_ro:secret@db-replica.internal:5432/maindb\", \"max_pool_size\": 10, \"read_only\": true}}, \"cache\": {\"provider\": \"redis\", \"endpoints\": [{\"host\": \"cache-1.internal\", \"port\": 6379}, {\"host\": \"cache-2.internal\", \"port\": 6379}, {\"host\": \"cache-3.internal\", \"port\": 6379}], \"ttl_seconds\": 3600, \"max_memory_mb\": 512, \"eviction_policy\": \"allkeys-lru\"}, \"message_queue\": {\"provider\": \"rabbitmq\", \"host\": \"mq.internal\", \"port\": 5672, \"vhost\": \"/production\", \"prefetch_count\": 10, \"exchanges\": {\"events\": {\"type\": \"topic\", \"durable\": true}, \"commands\": {\"type\": \"direct\", \"durable\": true}, \"dead_letter\": {\"type\": \"fanout\", \"durable\": true}}}}, \"monitoring\": {\"metrics\": {\"provider\": \"prometheus\", \"port\": 9090, \"path\": \"/metrics\", \"scrape_interval_seconds\": 15}, \"tracing\": {\"provider\": \"jaeger\", \"endpoint\": \"https://tracing.internal:14268/api/traces\", \"sample_rate\": 0.1}, \"alerting\": {\"provider\": \"pagerduty\", \"integration_key\": \"REDACTED\", \"escalation_policy\": \"platform-oncall\", \"severity_mapping\": {\"critical\": \"P1\", \"high\": \"P2\", \"medium\": \"P3\", \"low\": \"P4\"}}}, \"networking\": {\"load_balancer\": {\"provider\": \"nginx\", \"upstream_timeout_ms\": 5000, \"health_check_path\": \"/health\", \"rate_limit\": {\"requests_per_second\": 1000, \"burst\": 200}}, \"dns\": {\"provider\": \"route53\", \"ttl\": 300, \"records\": {\"api\": \"api.acme-platform.com\", \"admin\": \"admin.acme-platform.com\", \"status\": \"status.acme-platform.com\"}}}}, \"security\": {\"auth\": {\"provider\": \"oauth2\", \"issuer\": \"https://auth.acme-platform.com\", \"token_expiry_seconds\": 3600, \"refresh_token_expiry_seconds\": 86400, \"allowed_origins\": [\"https://app.acme-platform.com\", \"https://admin.acme-platform.com\"]}, \"encryption\": {\"algorithm\": \"AES-256-GCM\", \"key_rotation_days\": 90, \"kms_provider\": \"aws-kms\", \"key_id\": \"arn:aws:kms:us-east-1:123456789:key/abcd-1234\"}}}"
          }
        ],
        "files": {},
        "discovery_mode": false,
        "expectations": [
          {
            "check": "stdout_contains:postgresql://prod:secret@db.internal:5432/maindb",
            "weight": 1.0
          },
          {
            "check": "stdout_contains:25",
            "weight": 1.0
          },
          {
            "check": "exit_code:0",
            "weight": 1.0
          }
        ]
      },
      "trace": {
        "messages": [
          {
            "role": "user",
            "content": [
              {
                "type": "text",
                "text": "Use the get_config tool to retrieve the application configuration. Find the primary database connection string (it is nested several levels deep under infrastructure) and the max_pool_size setting for the primary database. Print both values."
              }
            ]
          },
          {
            "role": "assistant",
            "content": [
              {
                "type": "tool_use",
                "id": "call_dwYwe7M6rzQLjBOeg95fZVC1",
                "name": "get_config",
                "input": {}
              }
            ]
          },
          {
            "role": "tool_result",
            "content": [
              {
                "type": "tool_result",
                "tool_use_id": "call_dwYwe7M6rzQLjBOeg95fZVC1",
                "content": "{\"application\": {\"name\": \"acme-platform\", \"version\": \"3.14.2\", \"environment\": \"production\", \"features\": {\"dark_mode\": true, \"beta_features\": false, \"maintenance_window\": {\"enabled\": false, \"start\": \"02:00\", \"end\": \"04:00\", \"timezone\": \"UTC\"}}, \"logging\": {\"level\": \"warn\", \"format\": \"json\", \"outputs\": [\"stdout\", \"/var/log/acme/app.log\"], \"rotation\": {\"max_size_mb\": 100, \"max_files\": 10, \"compress\": true}}}, \"infrastructure\": {\"services\": {\"database\": {\"primary\": {\"connection_string\": \"postgresql://prod:secret@db.internal:5432/maindb\", \"max_pool_size\": 25, \"min_pool_size\": 5, \"idle_timeout_ms\": 30000, \"ssl\": {\"enabled\": true, \"ca_cert\": \"/etc/ssl/certs/db-ca.pem\", \"verify\": true}}, \"replica\": {\"connection_string\": \"postgresql://prod_ro:secret@db-replica.internal:5432/maindb\", \"max_pool_size\": 10, \"read_only\": true}}, \"cache\": {\"provider\": \"redis\", \"endpoints\": [{\"host\": \"cache-1.internal\", \"port\": 6379}, {\"host\": \"cache-2.internal\", \"port\": 6379}, {\"host\": \"cache-3.internal\", \"port\": 6379}], \"ttl_seconds\": 3600, \"max_memory_mb\": 512, \"eviction_policy\": \"allkeys-lru\"}, \"message_queue\": {\"provider\": \"rabbitmq\", \"host\": \"mq.internal\", \"port\": 5672, \"vhost\": \"/production\", \"prefetch_count\": 10, \"exchanges\": {\"events\": {\"type\": \"topic\", \"durable\": true}, \"commands\": {\"type\": \"direct\", \"durable\": true}, \"dead_letter\": {\"type\": \"fanout\", \"durable\": true}}}}, \"monitoring\": {\"metrics\": {\"provider\": \"prometheus\", \"port\": 9090, \"path\": \"/metrics\", \"scrape_interval_seconds\": 15}, \"tracing\": {\"provider\": \"jaeger\", \"endpoint\": \"https://tracing.internal:14268/api/traces\", \"sample_rate\": 0.1}, \"alerting\": {\"provider\": \"pagerduty\", \"integration_key\": \"REDACTED\", \"escalation_policy\": \"platform-oncall\", \"severity_mapping\": {\"critical\": \"P1\", \"high\": \"P2\", \"medium\": \"P3\", \"low\": \"P4\"}}}, \"networking\": {\"load_balancer\": {\"provider\": \"nginx\", \"upstream_timeout_ms\": 5000, \"health_check_path\": \"/health\", \"rate_limit\": {\"requests_per_second\": 1000, \"burst\": 200}}, \"dns\": {\"provider\": \"route53\", \"ttl\": 300, \"records\": {\"api\": \"api.acme-platform.com\", \"admin\": \"admin.acme-platform.com\", \"status\": \"status.acme-platform.com\"}}}}, \"security\": {\"auth\": {\"provider\": \"oauth2\", \"issuer\": \"https://auth.acme-platform.com\", \"token_expiry_seconds\": 3600, \"refresh_token_expiry_seconds\": 86400, \"allowed_origins\": [\"https://app.acme-platform.com\", \"https://admin.acme-platform.com\"]}, \"encryption\": {\"algorithm\": \"AES-256-GCM\", \"key_rotation_days\": 90, \"kms_provider\": \"aws-kms\", \"key_id\": \"arn:aws:kms:us-east-1:123456789:key/abcd-1234\"}}}",
                "is_error": false
              }
            ]
          },
          {
            "role": "assistant",
            "content": [
              {
                "type": "text",
                "text": "Primary database connection string: `postgresql://prod:secret@db.internal:5432/maindb`\nMax pool size: `25`"
              }
            ]
          }
        ],
        "tool_calls": [
          {
            "tool_name": "get_config",
            "input": {},
            "output": "{\"application\": {\"name\": \"acme-platform\", \"version\": \"3.14.2\", \"environment\": \"production\", \"features\": {\"dark_mode\": true, \"beta_features\": false, \"maintenance_window\": {\"enabled\": false, \"start\": \"02:00\", \"end\": \"04:00\", \"timezone\": \"UTC\"}}, \"logging\": {\"level\": \"warn\", \"format\": \"json\", \"outputs\": [\"stdout\", \"/var/log/acme/app.log\"], \"rotation\": {\"max_size_mb\": 100, \"max_files\": 10, \"compress\": true}}}, \"infrastructure\": {\"services\": {\"database\": {\"primary\": {\"connection_string\": \"postgresql://prod:secret@db.internal:5432/maindb\", \"max_pool_size\": 25, \"min_pool_size\": 5, \"idle_timeout_ms\": 30000, \"ssl\": {\"enabled\": true, \"ca_cert\": \"/etc/ssl/certs/db-ca.pem\", \"verify\": true}}, \"replica\": {\"connection_string\": \"postgresql://prod_ro:secret@db-replica.internal:5432/maindb\", \"max_pool_size\": 10, \"read_only\": true}}, \"cache\": {\"provider\": \"redis\", \"endpoints\": [{\"host\": \"cache-1.internal\", \"port\": 6379}, {\"host\": \"cache-2.internal\", \"port\": 6379}, {\"host\": \"cache-3.internal\", \"port\": 6379}], \"ttl_seconds\": 3600, \"max_memory_mb\": 512, \"eviction_policy\": \"allkeys-lru\"}, \"message_queue\": {\"provider\": \"rabbitmq\", \"host\": \"mq.internal\", \"port\": 5672, \"vhost\": \"/production\", \"prefetch_count\": 10, \"exchanges\": {\"events\": {\"type\": \"topic\", \"durable\": true}, \"commands\": {\"type\": \"direct\", \"durable\": true}, \"dead_letter\": {\"type\": \"fanout\", \"durable\": true}}}}, \"monitoring\": {\"metrics\": {\"provider\": \"prometheus\", \"port\": 9090, \"path\": \"/metrics\", \"scrape_interval_seconds\": 15}, \"tracing\": {\"provider\": \"jaeger\", \"endpoint\": \"https://tracing.internal:14268/api/traces\", \"sample_rate\": 0.1}, \"alerting\": {\"provider\": \"pagerduty\", \"integration_key\": \"REDACTED\", \"escalation_policy\": \"platform-oncall\", \"severity_mapping\": {\"critical\": \"P1\", \"high\": \"P2\", \"medium\": \"P3\", \"low\": \"P4\"}}}, \"networking\": {\"load_balancer\": {\"provider\": \"nginx\", \"upstream_timeout_ms\": 5000, \"health_check_path\": \"/health\", \"rate_limit\": {\"requests_per_second\": 1000, \"burst\": 200}}, \"dns\": {\"provider\": \"route53\", \"ttl\": 300, \"records\": {\"api\": \"api.acme-platform.com\", \"admin\": \"admin.acme-platform.com\", \"status\": \"status.acme-platform.com\"}}}}, \"security\": {\"auth\": {\"provider\": \"oauth2\", \"issuer\": \"https://auth.acme-platform.com\", \"token_expiry_seconds\": 3600, \"refresh_token_expiry_seconds\": 86400, \"allowed_origins\": [\"https://app.acme-platform.com\", \"https://admin.acme-platform.com\"]}, \"encryption\": {\"algorithm\": \"AES-256-GCM\", \"key_rotation_days\": 90, \"kms_provider\": \"aws-kms\", \"key_id\": \"arn:aws:kms:us-east-1:123456789:key/abcd-1234\"}}}",
            "exit_code": 0
          }
        ],
        "tool_call_count": 1,
        "turns": 2,
        "natural_stop": true,
        "total_input_tokens": 1331,
        "total_output_tokens": 46,
        "duration_ms": 1446,
        "baseline": true,
        "raw_tool_output_bytes": 2539,
        "tool_output_sent_bytes": 2539
      },
      "score": {
        "task_id": "lo-nested-config",
        "results": [
          {
            "check": "stdout_contains:postgresql://prod:secret@db.internal:5432/maindb",
            "passed": true,
            "detail": "found",
            "weight": 1.0
          },
          {
            "check": "stdout_contains:25",
            "passed": true,
            "detail": "found",
            "weight": 1.0
          },
          {
            "check": "exit_code:0",
            "passed": true,
            "detail": "expected 0, got 0",
            "weight": 1.0
          }
        ],
        "score": 3.0,
        "max_score": 3.0
      }
    }
  ],
  "summary": {
    "total_tasks": 3,
    "total_passed": 2,
    "total_score": 9.0,
    "total_max_score": 10.0,
    "overall_rate": 0.9,
    "total_input_tokens": 8019,
    "total_output_tokens": 336,
    "total_turns": 6,
    "total_tool_calls": 3,
    "tool_calls_ok": 3,
    "tool_calls_error": 0,
    "tool_call_success_rate": 1.0,
    "total_duration_ms": 8667,
    "avg_turns_per_task": 2.0,
    "avg_tool_calls_per_task": 1.0,
    "avg_duration_ms": 2889.0,
    "total_raw_tool_output_bytes": 17830,
    "total_tool_output_sent_bytes": 17830,
    "by_category": {
      "large_output": {
        "tasks": 3,
        "passed": 2,
        "score": 9.0,
        "max_score": 10.0,
        "rate": 0.9,
        "avg_turns": 2.0,
        "avg_tool_calls": 1.0,
        "total_raw_output_bytes": 17830
      }
    }
  }
}