Definition
An observability platform that provides specialized monitoring for AI applications, capturing distributed traces, token usage, and latency across RAG orchestration layers; it trades a minor instrumentation latency overhead for granular visibility into non-deterministic LLM behaviors and cost management.
In the AI context, it refers specifically to 'LLM Monitoring' (AIM) rather than general server-side APM.
"A flight data recorder for an AI agent that logs every internal 'thought' and 'fuel' (token) consumption during a complex mission."
Conceptual Overview
An observability platform that provides specialized monitoring for AI applications, capturing distributed traces, token usage, and latency across RAG orchestration layers; it trades a minor instrumentation latency overhead for granular visibility into non-deterministic LLM behaviors and cost management.
Disambiguation
In the AI context, it refers specifically to 'LLM Monitoring' (AIM) rather than general server-side APM.
Visual Analog
A flight data recorder for an AI agent that logs every internal 'thought' and 'fuel' (token) consumption during a complex mission.