Dynatrace announced on July 2, 2026 that its full-stack observability platform now integrates with the NVIDIA AI-Q Blueprint and the NVIDIA Agent Toolkit (NAT), letting enterprises trace multi-agent workflows, token usage, and GPU infrastructure from a single dashboard. According to Dynatrace’s own blog post, the integration ingests OpenTelemetry traces generated by NAT to visualize agent and model interactions, auto-maps infrastructure running NVIDIA NIM and Nemotron microservices, and exposes Dynatrace telemetry back to AI agents via Model Context Protocol (MCP) so agents can reason over live operational data. For practitioners running agentic AI on GPU infrastructure, the integration targets three recurring pain points: distributed multi-agent tracing, token-level cost visibility, and GPU bottleneck detection. As of this writing, coverage is limited to Dynatrace’s own announcement and NVIDIA’s AI-Q Blueprint documentation, with no independent reporting yet confirming customer adoption or measured results.