零依赖CLI为Claude Code等编码代理添加持久化项目记忆层，让AI记住需求与约束。
A persistent, file-based memory layer for coding agents — give Claude Code, Codex & others a project brain (durable decisions, requirements, constrain…
AI代理跨平台同步难题的实用解法！基于S3的持久化文件系统，支持Python/TS/CLI，一键挂载任意设备。
I run AI agents on my laptop and cloud. Often I wish to synchronize the memory markdowns created on multiple platforms. So I built a S3 based durable …
别追逐最新AI模型，先解决工程基础——持久化工作流和编排税才是团队真正痛点
The real upgrade is your workflow contract: permissions, durability, and handoffs. The Hook: the bottleneck moved, and most teams missed it The fastes…
让Claude Code编程助手会话随身走，任何设备都能接着干，远程协作神器。
Hey HN, I built woltspace as a way to interact with my coding agents when I'm away from the computer. It's fully containerized, so you can give them f…
为ChatGPT、Claude等AI大模型提供私有记忆，保护隐私的同时提升对话连贯性。
Article URL: https://memoriq.me/ Comments URL: https://news.ycombinator.com/item?id=48504064 Points: 2 # Comments: 0
为AI代理赋予持久化记忆的开源SDK，让智能体不再“失忆”，值得开发者关注。
Article URL: https://github.com/gharibyan/agent-memory Comments URL: https://news.ycombinator.com/item?id=48494184 Points: 2 # Comments: 0
终端原生的AI编程助手，能读写代码、执行命令、管理Git，具备持久化记忆与自我进化能力，限免MiMo-V2.5中
MiMoCode 是一个终端原生的 AI 编程助手，基于 OpenCode fork 构建，能读写代码、执行命令、管理 Git，通过持久化记忆系统，在多次会话间保持对你项目的深度理解，并自我进化。@Appinn 上面的内容不重要，重要的是 MiMoCode 内置了一个可以直接使用的免费 MiMo A
六层容错机制让大模型编码代理写入更可靠，不再默默失败
arXiv:2604.10842v3 Announce Type: replace-cross Abstract: LLM-powered coding agents increasingly rely on tool-use protocols such as the Model Context …
用 Rust 构建的持久化异步 LLM 工作流引擎，支持在线/批处理无缝切换，专为简化开发而生。
I built this over the weekend to scratch a personal itch. Might be useful to others. Supports transparently switching live to batch without code chang…
微软开源pg_durable，将持久化执行模式嵌入PostgreSQL数据库，无需额外服务基础设施即可实现可靠工作流。
Article URL: https://github.com/microsoft/pg_durable Comments URL: https://news.ycombinator.com/item?id=48414367 Points: 189 # Comments: 42
让AI记住你的项目脉胳：轻量级知识地图，秒速注入千行上下文，告别重复解释。
Article URL: https://github.com/OoneBreath/claude-code-project-brain Comments URL: https://news.ycombinator.com/item?id=48377526 Points: 1 # Comments:…
从客户一句话到落地原型，AI Agent持久化内存的实战经验与教训
Article URL: https://www.pingcap.com/blog/how-we-built-mem9-agent-memory-product/ Comments URL: https://news.ycombinator.com/item?id=48332053 Points: …
揭秘针对大型语言模型代理的“潜伏者攻击”：植入、持久化、触发三阶段，AI安全新威胁！
arXiv:2605.28201v1 Announce Type: new Abstract: Large Language Model (LLM) agents remain vulnerable to safety threats from the external environment, w…
厌倦了臃肿的提醒App？这位开发者用Java 17和Swing亲手打造了一个轻量级本地持久化提醒工具，简单高效。
I got tired of bloated reminder apps, so I built my own I only wanted this: “Remind me about X at time Y.” Not a full planning system. Not 20 screens.…
AI agent也会“衰老”——部署后性能持续退化，传统基准测试无法评估，首份Agent寿命工程研究敲响警钟。
arXiv:2605.26302v1 Announce Type: new Abstract: Long-lived AI agents are increasingly deployed as persistent operational systems, yet they are still e…
AI代理为何缺乏跨会话记忆？技术难题还是优先级问题？HN热议引发思考。
ChatGPT has “memory” but it’s basically a notepad. Claude’s CLAUDE.md is manual. No agent actually learns from past interaction. What am I missing? Is…
指出上下文窗口并非AI记忆良方，并介绍持久化记忆工具Second Brain，实现跨会话连续上下文。
Article URL: https://www.thesecondbrain.dev Comments URL: https://news.ycombinator.com/item?id=48243091 Points: 2 # Comments: 0
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…
揭秘LLM智能体记忆系统的隐藏威胁：攻击者如何植入休眠载荷跨会话窃取用户数据。
arXiv:2605.01970v3 Announce Type: replace-cross Abstract: Memory systems enable otherwise-stateless LLM agents to persist user information across sess…
为Codex、Claude等AI模型提供持久化记忆，让Agent更懂你。
#1 Persistent memory for Codex, Hermes, OpenClaw, Claude ++ Discussion | Link