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@rudy555888

Rudy555888

@rudy555888·Hong Kong, China·Joined July 2026

Data first. Crypto next. AI as leverage

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Data first. Crypto next. AI as leverage

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Data first. Crypto next. AI as leverage

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RRudy555888inrudy555888.hashnode.dev·Jul 27 · 6 min read

Graph Engineering 会取代 Prompt Engineering 吗？

相关资源和代码，见文章底部不会。但未来决定 Agent 上限的，可能不再是某一条 Prompt，而是整个系统的结构。最近刷 X，AI 圈里关于 Graph Engineering 的讨论明显多了起来。我最初注意到这个词，是从 Akshay Pachaar 的这条推文开始： https://x.com/akshay_pachaar/status/2081356379026280677

RRudy555888inrudy555888.hashnode.dev·Jul 26 · 4 min read

AI Agent Demos Take 80 Lines. Reliable Agents Take Everything Else

You’ll find the full project repository and all supporting resources at the end of this article. AI agents are easy to demo. They are hard to stop, secure, debug, and afford. A developer recently bu