{
  "approach": "Override the `add_phases` method in `AviaryProblem` to automatically invoke internal parameterization even when called without specifying `phase_info_parameterization`, ensuring unit consistency.",
  "files_to_edit": [
    "aviary/interface/methods_for_level2.py"
  ],
  "finish_reason": "stop",
  "hypothesis": "The failing test uses direct addition of phases via `prob.add_phases()` while bypassing parameterization logic, causing misinterpretation of user-provided `time_duration`. The fix involves modifying `methods_for_level2.py` so that when adding phases with no explicit parameterization, it internally applies parameterization logic before construction.",
  "retries": {},
  "usage": {
    "completion": 135,
    "prompt": 22176,
    "reasoning": 0
  }
}