AI RESEARCH

AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction

arXiv CS.CL

ArXi:2602.05353v3 Announce Type: replace-cross Large Language Models have shown strong capabilities in complex problem solving, yet many agentic systems remain difficult to interpret and control due to opaque internal workflows. While some frameworks offer explicit architectures for collaboration, many deployed agentic systems operate as black boxes to users. We address this by