Hermes vs OpenClaw: The Memory Problem Nobody Wants to Solve
While everyone debates whether Hermes Agent or OpenClaw is better, a more fundamental question keeps getting dodged: how should Agent Memory and Context actually be designed?
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A practical framework to ship quality software with AI agents in team environments. From closed-loop engineering for single agents, to parallel multi-agent scaling, to organizational design for human-agent collaboration. Three stages, validated by practitioners.
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Vibe Coding 让开发提速,但 UI 始终是那块硬骨头。要看见、要指哪打哪、要能解决最后一公里——VibeUI 正在重新定义 AI 时代开发界面的方式。
While everyone debates whether Hermes Agent or OpenClaw is better, a more fundamental question keeps getting dodged: how should Agent Memory and Context actually be designed?
Traditional change management relies on friction to control change frequency. AI eliminated that friction. Change management has shifted from a human process problem to a context engineering problem. Sharing our practice and unsolved challenges in structured anchoring within an SDD system.
AI drove code production costs to the floor, but project management costs actually went up. Traditional PM manages whether you finish on time; AI-era PM manages whether you're building the right thing. These require fundamentally different tools.
From prompt engineering to Harness Engineering, AI programming has been doing one thing: humans move further from code while gaining stronger control. OpenAI's 3 engineers guiding Codex to 1M lines of code reveals Harness's decisive role in AI programming reliability.
The best way to learn AI is to skip the learning and solve a real business problem. A $40/month store assistant case shows why starting from problems beats starting from technology.
崔富泽
主业10年地产营销老兵,副业AI圈人称"红发香克斯"的深度AI Coder——虽非程序员出身,已用AI写出100万行代码,主业副业都在研究怎么搞增长。
付权智
AgentZones 创始成员,Agent 资深实践者,工业界与学术界双栖,致力于将 Agent 工程系统化落地。
李雪涛
土木工程+软件开发双重背景,从百年工程管理体系中为软件工程提供跨界视角。13年经历,从全栈工程师到研发副总。
瑞典马工
马驰,Agent 特区发起人,Harness Engineering 一线实践者。二十年软件工程经验。
Morris Liu
连续创业者,Rust 系统构建者与 Agent Runtime 架构师,长期关注 Agent Runtime、AI 基础设施与人机协作范式。
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