Unverified50% confidenceDecision RuleExact time
The criterion for distinguishing an Agent from a Workflow is whether the execution path is determined at runtime; a workflow's path is hardcoded in advance, while an Agent's next step is dynamically determined by the system based on current observations.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
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Verified工作流（Workflow）是确定性的，预先定义节点顺序；Agent模式是自主性的，由大模型自主决定调用工具和步骤78% similarUnverifiedThe operating logic of the data-driven evaluation flywheel is: Agent runs generate trajectories → valuable scenarios are identified → abstracted and annotated as evaluation tasks → used to evaluate and improve the next-generation Agent77% similarUnverifiedA Workflow's control flow is predetermined by code with a fixed execution path, whereas an Agent's every step is autonomously decided by an LLM, giving it dynamic planning capability76% similarUnverifiedIn the Agent's execution loop, whether a task is complete is judged by the Agent itself, rather than being hardcoded by programmers in the code.75% similar
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