[
  {
    "event": "task",
    "question": "For pull request #415, inspect its diff and CI status. In at most three sentences, explain why CI fails and which changed constant conflicts with the test. Use the supplied read-only tools; do not change files or CI.",
    "policy": {
      "lesson_id": "build-a-graph-agent-with-tools",
      "model": "gemini-3.8-flash",
      "max_model_calls": 3,
      "max_output_tokens": 4096,
      "thinking_level": "low",
      "timeout_seconds": 45,
      "max_retries": 0,
      "vertexai": false
    }
  },
  {
    "event": "model_request",
    "ordinal": 1,
    "policy": {
      "lesson_id": "build-a-graph-agent-with-tools",
      "model": "gemini-3.8-flash",
      "max_model_calls": 3,
      "max_output_tokens": 4096,
      "thinking_level": "low",
      "timeout_seconds": 45,
      "max_retries": 0,
      "vertexai": false
    }
  },
  {
    "event": "model_response",
    "ordinal": 1,
    "message": {
      "type": "ai",
      "text": "",
      "tool_calls": [
        {
          "name": "get_diff",
          "args": {
            "number": 415
          },
          "id": "call_23483"
        },
        {
          "name": "get_ci_status",
          "args": {
            "number": 415
          },
          "id": "call_23484"
        }
      ],
      "usage": {
        "input_tokens": 243,
        "output_tokens": 34,
        "total_tokens": 277,
        "input_token_details": {
          "cache_read": 0
        }
      },
      "finish_reason": "STOP"
    }
  },
  {
    "event": "graph_step",
    "node": "agent",
    "messages": [
      {
        "type": "ai",
        "text": "",
        "tool_calls": [
          {
            "name": "get_diff",
            "args": {
              "number": 415
            },
            "id": "call_23483"
          },
          {
            "name": "get_ci_status",
            "args": {
              "number": 415
            },
            "id": "call_23484"
          }
        ],
        "usage": {
          "input_tokens": 243,
          "output_tokens": 34,
          "total_tokens": 277,
          "input_token_details": {
            "cache_read": 0
          }
        },
        "finish_reason": "STOP"
      }
    ]
  },
  {
    "event": "graph_step",
    "node": "tools",
    "messages": [
      {
        "type": "tool",
        "text": "client/http.py: DEFAULT_TIMEOUT = 10 -> DEFAULT_TIMEOUT = 30",
        "name": "get_diff",
        "tool_call_id": "call_23483",
        "status": "success"
      },
      {
        "type": "tool",
        "text": "failed: tests/test_client.py::test_default_timeout expected 10, got 30",
        "name": "get_ci_status",
        "tool_call_id": "call_23484",
        "status": "success"
      }
    ]
  },
  {
    "event": "model_request",
    "ordinal": 2,
    "policy": {
      "lesson_id": "build-a-graph-agent-with-tools",
      "model": "gemini-3.8-flash",
      "max_model_calls": 3,
      "max_output_tokens": 4096,
      "thinking_level": "low",
      "timeout_seconds": 45,
      "max_retries": 0,
      "vertexai": false
    }
  },
  {
    "event": "model_response",
    "ordinal": 2,
    "message": {
      "type": "ai",
      "text": "In pull request #415, CI fails because the test `tests/test_client.py::test_default_timeout` expects a timeout value of 10 but received 30. This failure is caused by changing the `DEFAULT_TIMEOUT` constant in `client/http.py` from 10 to 30.",
      "tool_calls": [],
      "usage": {
        "input_tokens": 348,
        "output_tokens": 72,
        "total_tokens": 420,
        "input_token_details": {
          "cache_read": 0
        }
      },
      "finish_reason": "STOP"
    }
  },
  {
    "event": "graph_step",
    "node": "agent",
    "messages": [
      {
        "type": "ai",
        "text": "In pull request #415, CI fails because the test `tests/test_client.py::test_default_timeout` expects a timeout value of 10 but received 30. This failure is caused by changing the `DEFAULT_TIMEOUT` constant in `client/http.py` from 10 to 30.",
        "tool_calls": [],
        "usage": {
          "input_tokens": 348,
          "output_tokens": 72,
          "total_tokens": 420,
          "input_token_details": {
            "cache_read": 0
          }
        },
        "finish_reason": "STOP"
      }
    ]
  },
  {
    "event": "completion",
    "status": "completed_requires_semantic_review",
    "model_calls": 2,
    "answer": "In pull request #415, CI fails because the test `tests/test_client.py::test_default_timeout` expects a timeout value of 10 but received 30. This failure is caused by changing the `DEFAULT_TIMEOUT` constant in `client/http.py` from 10 to 30.",
    "literal_checks": {
      "names_pr": true,
      "names_constant": true,
      "names_expected_value": true,
      "names_changed_value": true,
      "names_test": true
    },
    "tools": [
      "get_ci_status",
      "get_diff"
    ]
  }
]
