The wire format, configuration, and delivery layer behind ActiveAgents telemetry. Install an adapter for whatever your app calls the model through — activeagents-telemetry-ruby_llm for apps built on RubyLLM — and traces land in the ActiveAgents platform or any self-hosted ActiveAgent dashboard (POST /v1/traces). Nothing beyond stdlib.