Tech Freedom Circle

Nov 1, 2026 · Artificial Intelligence

Why Industrial Code Agents Choose ReAct Over Plan-Execute, Multi-Agent, CoT, ReWOO, and LLMCompiler

This article analyzes why ReAct is the dominant paradigm for industrial Code Agents, contrasting it with CoT, Plan-and-Execute, Multi-Agent, ReWOO, and LLMCompiler through a Pinduoduo interview case study, explaining how ReAct's think-act-observe loop with tool use and environmental feedback suits code debugging and exploration tasks while other paradigms serve as optional enhancements.