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收藏代码作为产物：LLM时代编程语言的命运
Agentic LLM正在改变"代码"的定义——代码不再是软件工程的终点，而是可以被按需重新生成的产物，真正的"代码"变成了提示词和上下文。但传统编程语言不会消失，因为它们的核心价值是减少自然语言的歧义。除非你能接受规范在时间维度上的解释漂移，否则编程语言仍有不可替代的作用。 
AI 生成的代码注释越来越让人受不了
AI agent 给代码加注释时经常写"意图"但实际没实现，导致后续 agent 读到矛盾注释。作者准备写 lint 规则禁止 AI 写注释来应对。
LLM's overuse of certain words
LLM’s overuse certain words in their conversations, each model has its favourite, but claude’s favourite one is “load-bearing”. It is as if it wants to be taken seriously or has “pondered” the problem...
LLMs - The confident bullshitter
LLMs are confident bullshitters. They speak “things” with a quite confident voice. But “things” are mostly word salad with looks quite like the answer but not entirely. In order to coax them to be use...
Memory and Intelligence in LLM
Intelligence as shown by LLMs is interesting. Here by memory I mean “context window size” though they are not equivalent. And by “Intelligence” I don’t mean human intelligence which jumps into metaphy...
Agentic Scratch Memory Using Pensieve
Agentic coding is a phenomenal experience. I’ve been working with AI coding agents for a year now, primarily using Claude Code after trying a variety of models. But there’s one well-known problem — th...
TodoMVC using HTMX, Hyperscript and Python Flask
This post evaluates HTMX, a simple framework that uses attributes to enhance HTML with SPA behaviours. Instead of a full-blown javascript framework, it progressively enhances plain HTML to build capab...
Bitcoin is not like a traditional investment
What is the yield you can expect in your Bitcoin investment? Is there a consistent rate of return? Will it outperform other markets? Better than stock market returns? Gold? Will it beat inflation? All...
Web 3.0 dashed hopes
Nice review of the state of Web 3.0. One thing that has always felt strange to me about the cryptocurrency world is the lack of attention to the client/server interface. When people talk about blockch...
I see you, Bitcoin
For decades now, the present-day western economic systems have never been challenged. Fuelled by credit and unhinged from sound money, the system is frothing with bubbles and capital misallocation. Th...
Bitcoin Is Efficient
Engineers like to optimise things. It is one of the ways they express their identity. So, for example, if you give one a coffee machine, they would grumble about how much of the coffee bean pulp is wa...
Intrinsic Value of Bitcoin compared to Gold
There is an ongoing debate between gold bugs and bitcoiners about the "intrinsic" value of either money? Goldbugs fervently argue that only gold has intrinsic value, and Bitcoin does not have "intrins...