Datadog recently announced that its LLM Observability platform now provides automatic instrumentation for applications built with Google's Agent Development Kit (ADK), offering deeper visibility into

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Datadog's LLM Observability platform now automatically instruments applications built with Google's Agent Development Kit (ADK), providing visibility into AI agent behavior, performance, costs, and safety. The integration traces agent decision paths, tool calls, token usage, and latency without manual setup, helping teams diagnose issues like incorrect tool selection or inefficient retry loops. This addresses a gap in production monitoring for AI agents, where non-deterministic behavior makes it difficult to predict outputs and control costs. Other observability vendors like New Relic and Splunk are also evolving their platforms to support AI workload monitoring, though with different approaches based on their core strengths.

Datadog Integrates Google Agent Development Kit into LLM Observability Tools