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Using Jev as a memory layer for 142 agents

The author uses the fast, inexpensive Jev model as an agent memory builder, both for their own agent and for the memory generation of 142 other agents.

jkpelaez
@jkpelaezArchived 2026.09.25Originally posted 2026.09.24

What this article says

作者把 Jev 定位为「agent 记忆构建器」:因为 Jev 推理快、成本低,适合反复调用去做结构化的记忆抽取与整理,而不是让昂贵的大模型承担这类高频小决策。文中称这套机制先用于作者自己的 agent,随后扩展到另外 142 个 agent 的记忆构建,并强调同样的方法也能帮读者搭建自己的记忆系统。核心主张是:记忆层不该由最贵的模型来做,而应由 Jev 这类快速、廉价、输出结构化决策的模型承担,把成本压到可以随时调用的程度。

Jev model is fast and inexpensive, so it became my agent memory builder; it also builds for the other 142 agents. It can help build your memory too.

#Jev #AIAgents #AIMemory #Memory https://x.com/i/article/2102850483966865408

jkpelaez @jkpelaezOriginally posted 2026.09.24
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x.com/jkpelaez/status/2102852203346309552Archived 2026.09.25 10:09