Pay for the Fault, Not the Flow: Label-Free In-Flow Multi-Agent Workflow Optimization

Xuehang Guo, Haoyu Wang, Shengyu Chen +4

Large language models (LLMs) increasingly construct multi-agent workflows that decompose a complex task and assign specialist agents from a pool. However, building such a workflow…