Understanding Observability

Observability plays a crucial role in managing large language models, especially when traditional debugging methods fall short. As users interact with these models in unpredictable ways, it becomes essential to gather insights on both upstream decision-making and downstream outputs. By understanding the factors influencing user input and model responses, developers can improve the system over time, even when direct changes to the model are not feasible.