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Decisions, dead-ends & dreams
Neonmem为AI助手赋予项目级持久记忆，以类型化方式组织知识，让每个对话都基于完整上下文，告别碎片化遗忘。
Your AI assistant is sharp in the moment and blank by morning. Neonmem gives it a memory that lives with your project — and the interesting part isn't…
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AI agents don't have a memory problem. They have an architecture problem.
AI Agent 的真正短板不是记忆，而是架构缺陷：近四分之一的 token 被结构性浪费，根源在于缺乏持久化上下文。
Every session, the LLM starts fresh. The user re-explains their role, their constraints, their preferences, what they were doing last time. Then the s…