{"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.", "recursion_limit": 3, "policy": {"lesson_id": "agent-state-machine", "model": "gemini-3.8-flash", "max_model_calls": 1, "max_output_tokens": 4096, "thinking_level": "low", "timeout_seconds": 45, "max_retries": 0, "vertexai": false}}
{"event": "model_request", "ordinal": 1, "policy": {"lesson_id": "agent-state-machine", "model": "gemini-3.8-flash", "max_model_calls": 1, "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_79959"}, {"name": "get_ci_status", "args": {"number": 415}, "id": "call_79960"}], "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_79959"}, {"name": "get_ci_status", "args": {"number": 415}, "id": "call_79960"}], "usage": {"input_tokens": 243, "output_tokens": 34, "total_tokens": 277, "input_token_details": {"cache_read": 0}}, "finish_reason": "STOP"}]}
{"event": "graph_step", "node": "stop", "messages": [{"type": "ai", "text": "I stopped before answering (step_limit).", "tool_calls": [], "usage": null, "finish_reason": null}]}
{"event": "completion", "status": "completed_native_step_limit", "stop_reason": "step_limit", "model_calls": 1, "path": ["agent", "stop"], "tool_execution_count": 0, "final": "I stopped before answering (step_limit).", "boundary": "The real model proposed tools; RemainingSteps stopped before execution. No answer correctness claim."}
