most citedDelivery, consistency, and determinism: rethinking guarantees in distributed stream processing

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cs.AI2026

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…