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JEV 这段时间风头正劲,可真要说把它用在刀刃上的,还得数 Beacon——总算有人愿意踏实做事,不是围着概念打转。

JEV 这段时间风头正劲,可真要说把它用在刀刃上的,还得数 Beacon——总算有人愿意踏实做事,不是围着概念打转。 @asymptotelabs 把 Beacon 开源了,这是个能自我进化的 agent 记忆层。…

This is a dev post classified by AGK Intelligence as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

JEV 这段时间风头正劲,可真要说把它用在刀刃上的,还得数 Beacon——总算有人愿意踏实做事,不是围着概念打转。 @asymptotelabs 把 Beacon 开源了,这是个能自我进化的 agent 记忆层。 它解决的事很具体:你在 Cursor、Claude Code、Codex、OpenCode 等 20 多个工具里留下的会话,它全给你连起来,再用 Jev 以低成本挑出真正有价值的运行,变成能反复用的技能。 agent 跑起来往往又乱又费,Beacon 先把这些都收着,由 Jev 判断哪些该留、哪些该丢,现在已经从跨 5 个框架里翻出 579 个会话。 每跑成一次,后面的 agent 就更聪明一些。顺手给个 star: 🔗 https://github.com/Asymptote-Labs/agent-beacon

Posted by lumxss (33k followers) 1 days ago · 104 likes · 6.9k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: agent-beacon.

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Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.2k posts from 5k X accounts over the last 21 days, 8.8k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-10-30 20:27 UTC. Full method.