DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems

Ming Ma, Jue Zhang, Fangkai Yang +4

Large language model (LLM)-based multi-agent systems are challenging to debug because failures often arise from long, branching interaction traces. The prevailing practice is to le…