1
The Evolving Agent: How Jean2 Learns Across Sessions
不默认带记忆的Agent，按需开启四层跨会话知识，越用越懂你。
I've been coding with AI agents for about two years. Every major one. Cursor, Copilot, Codex, OpenCode. They're good at generating code. They all shar…
2
The Missing Knowledge Layer in Cognitive Architectures for AI Agents
指出主流AI认知架构缺失知识层，导致事实与经验混淆，引发认知错误
arXiv:2604.11364v2 Announce Type: replace Abstract: The two most influential cognitive architecture frameworks for AI agents, CoALA [21] and JEPA [12]…
3
Show HN: AI Boost – an MCP for accessing your everyday patterns
一键保存你的日常经验模式，秒级注入LLM agent，打造专属AI专家层
Hi HN, My number one frustration with LLM agents is that every session starts blank and I have to re-explain my patterns and conventions every time. I…