{
 "model": "gemini-3.8-flash",
 "runs": [
  {
   "scenario": "answered",
   "question": "Why is CI failing on pull request 415?",
   "limits": {},
   "outcome": "answered",
   "tokens": 1675,
   "steps": [
    {
     "node": "agent",
     "seconds": 2.5,
     "tokens": 279,
     "reasoning": 83
    },
    {
     "node": "tools",
     "seconds": 0.1,
     "results": [
      "[{\"job_id\": 812, \"name\": \"unit-tests\"}]"
     ]
    },
    {
     "node": "agent",
     "seconds": 1.9,
     "tokens": 390,
     "reasoning": 62
    },
    {
     "node": "tools",
     "seconds": 0.2,
     "results": [
      "FAILED tests/test_client.py::test_default_timeout - AssertionError: expected 10, got 30"
     ]
    },
    {
     "node": "agent",
     "seconds": 4.1,
     "tokens": 1006,
     "reasoning": 496
    }
   ],
   "final": "The failed CI job for pull request 415 is:\n- **unit-tests** (Job ID: 812)\n\nThe `unit-tests` job failed due to an `AssertionError` in `tests/test_client.py::test_default_timeout`. The test expected a default timeout of 10, but received 30 instead."
  },
  {
   "scenario": "slow-tool",
   "question": "Why is CI failing on pull request 421?",
   "limits": {},
   "outcome": "answered",
   "tokens": 1821,
   "steps": [
    {
     "node": "agent",
     "seconds": 2.5,
     "tokens": 278,
     "reasoning": 82
    },
    {
     "node": "tools",
     "seconds": 0.1,
     "results": [
      "[{\"job_id\": 815, \"name\": \"integration\"}]"
     ]
    },
    {
     "node": "agent",
     "seconds": 1.7,
     "tokens": 366,
     "reasoning": 41
    },
    {
     "node": "tools",
     "seconds": 3.0,
     "results": [
      "The tool call did not finish within 3s, so its result is unknown. This says nothing about the CI job itself. Do not retry."
     ]
    },
    {
     "node": "agent",
     "seconds": 6.5,
     "tokens": 1177,
     "reasoning": 719
    }
   ],
   "final": "The only failed CI job for pull request 421 is `integration` (job ID 815). I could not check the log for this job to determine the cause of the failure because fetching the log timed out."
  },
  {
   "scenario": "budget-stopped",
   "question": "Why is CI failing on pull request 415?",
   "limits": {
    "token_budget": 500
   },
   "outcome": "token_budget",
   "tokens": 632,
   "steps": [
    {
     "node": "agent",
     "seconds": 2.2,
     "tokens": 278,
     "reasoning": 82
    },
    {
     "node": "tools",
     "seconds": 0.1,
     "results": [
      "[{\"job_id\": 812, \"name\": \"unit-tests\"}]"
     ]
    },
    {
     "node": "agent",
     "seconds": 2.2,
     "tokens": 354,
     "reasoning": 27
    },
    {
     "node": "stop",
     "seconds": 0.0
    }
   ],
   "final": "Stopped: 632 of 500 tokens used."
  },
  {
   "scenario": "budget-overshoot",
   "question": "Why is CI failing on pull request 415?",
   "limits": {
    "token_budget": 1000
   },
   "outcome": "answered",
   "tokens": 1649,
   "steps": [
    {
     "node": "agent",
     "seconds": 2.4,
     "tokens": 309,
     "reasoning": 113
    },
    {
     "node": "tools",
     "seconds": 0.1,
     "results": [
      "[{\"job_id\": 812, \"name\": \"unit-tests\"}]"
     ]
    },
    {
     "node": "agent",
     "seconds": 1.6,
     "tokens": 389,
     "reasoning": 31
    },
    {
     "node": "tools",
     "seconds": 0.2,
     "results": [
      "FAILED tests/test_client.py::test_default_timeout - AssertionError: expected 10, got 30"
     ]
    },
    {
     "node": "agent",
     "seconds": 3.9,
     "tokens": 951,
     "reasoning": 441
    }
   ],
   "final": "The failed job for pull request 415 is:\n* **unit-tests** (Job ID: 812)\n\nThe `unit-tests` job failed due to an `AssertionError` in `tests/test_client.py::test_default_timeout`. Specifically, the test expected a default timeout value of 10 but received 30 instead."
  },
  {
   "scenario": "slow-model",
   "question": "Why is CI failing on pull request 415?",
   "limits": {
    "model_timeout": 0.5
   },
   "outcome": "model_timeout",
   "tokens": 0,
   "steps": [
    {
     "node": "__error_handler__agent",
     "seconds": 0.5
    }
   ],
   "final": "Stopped: Node 'agent' exceeded its run timeout of 0.500s (elapsed: 0.501s)."
  }
 ]
}