Using Evaluation Frameworks with Agent Observability

Datadog Agent Observability enables AI teams to operationalize LLM evaluations by natively supporting existing open-source frameworks, such as DeepEval and Pydantic Evals, within its monitoring infrastructure. This integration allows for large-scale experimentation and regression tracking by directly linking evaluation scores to production traces, latency, and cost metrics.