Monitoring AI applications presents unique challenges compared to traditional software. This article explores how Prometheus, a leading open-source monitoring system, can be leveraged to gain deep insights into your AI models and infrastructure. We’ll cover everything from instrumenting your code to configuring Prometheus and visualizing metrics with Grafana, ensuring your AI systems run optimally and reliably.