Beyond Uptime: Why AI Agents Require a New Standard of Observability

Traditional infrastructure monitoring is insufficient for the unpredictable outputs of LLM-based agentic workflows. Implementing deep observability through real-time tracing and performance evaluation is now critical for maintaining AI safety, accuracy, and cost-efficiency in production environments.