Large Language Models for Agentic NetOps and AIOps: Architectures, Evaluation, and Safety

ArXi:2605.12729v1 Announce Type: cross Large language models are increasingly being used to network operations (NetOps) and artificial intelligence for IT operations (AIOps), including incident investigation, root-cause analysis, configuration synthesis, and limited self-healing. In both NetOps and AIOps, this shift is changing how tasks are managed. Agent-based operations work as workflows, from gathering evidence to taking action, following permissions, policies, and checks, and providing rollback options when necessary.