Rails engine that provides real-time monitoring for LLM usage. Cost tracking, throughput metrics, error rates, response times. Alert channels (Slack, email, webhook). Works with any ask-rb provider via ask-instrumentation events.

Adds OpenTelemetry tracing to ask-rb LLM operations. Subscribes to ask-instrumentation events and creates spans for chat completions, embeddings, tool calls, and more.