AgentOrch: How Close Can Global Orchestration Come to Step-by-Step Interaction?

arXiv:2610.33375v2 Announce Type: replace Abstract: Enterprise workflow agents typically rely on step-by-step interaction (Step-by-Step): the agent executes an action, observes its result, and invokes a large language model (LLM) again to decide the next step.