What Structurally Breaks an Agent? Auditing Difficulty in Stateful Tool-Use Workflows

Shereen Anand, Ju Wang, Yali Du

An aggregate task score does not distinguish failures of scheduling, state retention, and candidate selection. We develop a small executable instrument that varies dependency depth…