One surprising challenge teams face when building LLM monitoring dashboards is not the technical setup itself but defining what "good" looks like. In our experience, many assume more tokens processed means better performance, but this can lead to inefficient models and higher costs. We recommend establishing clear performance metrics that align with the specific goals of your application, such as response accuracy or latency, before focusing on token counts. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)