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不追求日更,只写能说明问题、给出方法、写清边界的内容。每篇文章尽量关联代码、项目或可以复现的材料。Not a daily feed — only pieces that explain a problem, give a method, and draw its boundaries. Every post links to code, a project, or reproducible material where possible.

02 篇02 posts最近更新 2026-07-22Updated 2026-07-22RSS ↗

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01
AI AgentAI Agent约 18 分钟18 min readWritten in Chinese

Agent Memory 工程范式:从十个开源系统提炼出的分层记忆架构Engineering agent memory: a layered architecture distilled from ten open-source systems

横评 MemoryBank / Letta / ZEP / A-MEM / Mem0 / MemOS / MIRIX / Cognee / agentmemory / supermemory 之后,收敛出一套可落地的记忆范式:四层存储、写入七步、读取六步、全生命周期治理。After comparing MemoryBank, Letta, ZEP, A-MEM, Mem0, MemOS, MIRIX, Cognee, agentmemory and supermemory, a workable paradigm emerges: four storage layers, seven write steps, six read steps and lifecycle governance.

#AI AgentAI Agent#MemoryMemory#知识图谱Knowledge graph#RAGRAG
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