Unverified60% confidenceTradeoffExact time
The execution path of a traditional workflow is fully determined at design time, whereas an Agent can dynamically adjust subsequent action strategies based on intermediate results.
2
Sources
60%
Confidence
Long-term
Relevance
7/13/2026
First Seen
Sources
技能包驱动AI智能体：告别繁琐工作流的高效方案
bilibili全域智能体7/11/2026
Related Claims
UnverifiedA 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% similarVerifiedCode-execution-type agents have a complete "perception–planning–execution–feedback" loop capability, enabling them to read data, autonomously formulate experimental plans, execute code, and dynamically adjust strategy based on results.76% similarUnverifiedContext engineering is the construction of the entire runtime environment surrounding the model, determining what state the agent can see at each step.75% similarUnverifiedAgent systems often adopt a combination of "pre-retrieval in the planning phase + on-demand retrieval in the execution phase"; the former ensures the overall direction is correct, while the latter supplements context in specific sub-steps.75% similarUnverifiedThe 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.75% similar
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