Arthur Vitui

LLM Agents for AIOps in Kubernetes: An Industrial Experience Report with Red Hat OpenShift

An industry experience report conducted on Red Hat OpenShift to explore how LLMs can be operationalized in real-world Kubernetes-based environments and integrates predictive machine learning models with LLM agents through tool-augmented reasoning, highlighting novel methods to automate IT tasks, enhance observability, and reduce operator burden.