AI agent developers need to automatically select reasoning modes based on task type to optimize agent behavior.
Developers may rely on default settings or manually switch modes, lacking systematic routing strategies.
Manually adjusting reasoning modes is time-consuming and imprecise, affecting agent performance and task success.