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Amazon Quick 智能体原语分类:When、What、Who、How

Taxonomy of agentic primitives in Amazon Quick

Why we picked it

AWS 团队把做 Amazon Quick 智能体的经验拆成四类原语和四个问题,写智能体的可以照着这个框架理思路。

Amazon Quick 团队在构建过程中发现,其智能体从回答问题进化到执行操作,同样的原语被反复以不同名称重建。团队最终收敛出一套包含 triggers、agents、capabilities、learned context 四类的分类体系。这套分类对应四个基本问题:When、What、Who 和 How。

Image · AWS Machine Learning Blog
Original · AWS Machine Learning Blog

Taxonomy of agentic primitives in Amazon Quick

As we built Amazon Quick, its agents grew from answering questions to taking actions, and the same primitives kept getting rebuilt under different names. This post shares the taxonomy we converged on — triggers, agents, capabilities, and learned context — found by decomposing agentic work into four plain questions: When, What, Who, and How.