The document discusses the integration of Flink with Prometheus for monitoring purposes, detailing the setup and configuration of a metrics reporting system. It outlines the use of Prometheus for scraping Flink metrics, using the PromQL query language for alerting, and configuring Prometheus to pull metrics from job and task managers. Additionally, it provides a code example for implementing custom metrics in Flink jobs.