The Complete Guide to AI Agent Monitoring (2025)
TL;DR
AI agent monitoring gives you end-to-end visibility into prompts, parameters, tool calls, retrievals, outputs, cost, and latency. It enables faster diagnosis, better explainability, and continuous quality control.
A production-grade setup combines distributed tracing, structured payload logging, automated and human evaluations, real-time alerts, dashboards, and OpenTelemetry-compatible integrations. Explore implementation
