Verified65% confidenceFactExact time
In workflow-type agents, the execution path is pre-designed by humans, whereas an Agent Loop lets the model autonomously plan what to do next.
3
Sources
65%
Confidence
Long-term
Relevance
7/12/2026
First Seen
Sources
Langchain.js Agent Development: A Guide to Deconstructing the OpenClaw Engine Architecture
bilibililangchian项目实战7/9/2026
Related Claims
UnverifiedWorkflows pursue predictable, debuggable, and reproducible execution paths, while Agents pursue autonomy to flexibly handle unknown scenarios.81% similarVerified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79% similarUnverifiedIn testing, the Agent autonomously planned a complete workflow of interview → script → storyboard → generation → iteration → music → editing.78% similarUnverifiedAgents become useful only when the next approved step depends on what the system discovers along the way; scenarios with fixed steps are suited for Workflows, and simple question-and-answer is suited for Chatbots78% similar
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