Google Data Cloud centralizes agent telemetry and evaluation
Google made several agent-observability controls generally available across BigQuery and Looker: conversation logging into customer-owned tables, audit logging, BigQuery monitoring dashboards and Looker usage dashboards. Custom ADK or LangGraph agents can stream structured execution telemetry through an open-source plugin.
Why it matters: Teams can join agent traces, token use, latency, feedback and data-governance controls in infrastructure they already operate. That improves diagnosis and cost review while creating a sensitive telemetry store that must be scoped like production data.