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English(EN) Prompt Engineering vs Loop Engineering vs Graph Engineering: What Changes at Each Layer

AI工程演进:Prompt、Loop和Graph控制层级详解

AI工程领域正在演进,出现了Loop Engineering和Graph Engineering等新术语,与Prompt Engineering并存。Prompt Engineering专注于控制单个模型的响应,而Loop Engineering管理代理的行为周期,Graph Engineering则协调多个代理。这些概念代表了不同的控制层级,Prompt Engineering是基础,其次是Context、Harness和Loop Engineering,最终是用于多代理系统的Graph Engineering。文章阐明,这些并非相互竞争的技术,而是堆叠的控制单元,每一层都建立在前一层的基础上。 AI

影响 阐明了AI工程中不断演变的术语和分层控制结构,区分了Prompt、Loop和Graph Engineering。

排序理由 文章解释了AI工程中不断演变的术语和概念,但没有宣布新产品、研究突破或政策变化。

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AI工程演进:Prompt、Loop和Graph控制层级详解

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  1. MarkTechPost TIER_1 English(EN) · Asif Razzaq ·

    Prompt Engineering vs Loop Engineering vs Graph Engineering: What Changes at Each Layer

    <p>Three terms now compete for the same line in AI engineering job descriptions. Prompt engineering is the established one. Loop engineering entered the AI vocabulary in late 2025 and dominated developer discussion through June 2026. Graph engineering followed roughly six weeks l…