Wuming AI

Dec 10, 2025 · Artificial Intelligence

Workflow vs Agent: Choosing Fixed Pipelines or Dynamic LLM Orchestration

This article explains the fundamental differences between workflow‑style fixed pipelines and agent‑style dynamic LLM orchestration, compares their characteristics, reviews classic workflow patterns, and walks through a concrete implementation using the Kuzi platform with step‑by‑step screenshots.