working in the generative AI (GenAI) space over the past eighteen months. Greater accessibility is welcome, but also creates challenges. While data science teams are very familiar with the paradigm of continuous evaluation and experimentation, traditional software engineers might not be. “The strength of an organization’s observability tooling thus becomes that much more important,” comments Datadog’s VP of Engineering, Sajid Mehmood.