Observability and Monitoring for Front-End: A Holistic Approach to Logging, Tracing, and Metrics with the Advent of AI

Abstract—This paper explores the concept of observability in the context of front-end applications, examining traditional methods like logging, tracing, and metrics, and how AI is revolutionizing this field. It discusses the challenges and limitations of using AI for front-end observability and monitoring, and the future trends and potential of AI in this domain. It also includes an architecture workflow for an Observability and Monitoring system. Index Terms—Observability, monitoring, frontend, logging, tracing, metrics, AI