Unverified60% confidenceFactExact time
An agent is essentially a large model plus tools plus a loop (Agent Loop) and is a special type of workflow; a workflow is a more foundational concept that supports mechanisms such as parallel, serial, conditional branching, and Map-Reduce.
2
Sources
60%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAgentic Workflow refers to a model autonomously decomposing goals as the executing agent, invoking tools, processing intermediate results, and iterating in a loop until the task is complete.79% similarVerifiedIn workflow-type agents, the execution path is pre-designed by humans, whereas an Agent Loop lets the model autonomously plan what to do next.77% similarUnverifiedLoop Engineering is essentially Agent automated orchestration combined with Workflow concepts.77% similarVerifiedThe Agent Harness does not replace the reasoning capability of the core model, but instead builds a runtime management shell around the model, responsible for cross-cutting concerns such as tool invocation, state management, and error recovery.75% similarUnverifiedThe Agent Loop architecture is the core design pattern of current coding agents and the fundamental paradigm of frameworks such as LangChain and CrewAI.75% similar
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