root-cause-diagnosis

AgentDebugX is an open-source debugging framework for LLM agents that organizes failure debugging as a closed loop of detect, attribute, recover, and rerun, with a core component DeepDebug achieving strong attribution accuracy and repair capability on benchmarks.