FlowXpert: Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution
FlowXpert is a troubleshooting workflow orchestration framework that uses LLMs to build an incident-aware knowledge base and applies reinforcement learning with AI feedback to improve workflow generation. Evaluated on OpsFlowBench and deployed in Huawei Cloud’s datacenter, it demonstrated effectiveness in supporting engineers and AI agents.
May 1, 2025
