Community debate over technical definition of agentic workflows
September 25, 2026
A discussion explores whether agentic behavior refers to a single LLM API query or more complex autonomous loops. The inquiry centers on distinguishing between standard stateless inference and systems capable of iterative reasoning and tool use.
HOW THIS AFFECTS YOU
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builderClarifying this distinction is critical for choosing between simple prompting and complex orchestration frameworks.
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researcherThe lack of a standardized definition complicates the benchmarking of agentic capabilities.