When Tool Calls Succeed but Workflows Fail: Anomalies at the Agent-Tool Boundary

Artem Trofimov, Boris Novikov

AI agents increasingly execute long-running workflows that externalize effects through independently supplied tools. Under retries, speculative execution, concurrency, and partial…