This article explains how Datadog LLM Observability integrates with Google's Agent Development Kit (ADK) to help monitor and optimize agentic applications. It highlights the complexities of these systems and how Datadog's automatic instrumentation can trace agent decisions, monitor performance, and improve response quality without extensive manual setup.