𝓧𝓲𝓷 𝓛𝓲

朋友们，你们中学的时候，政治课没有讲过西方发达国家的工业革命？福特他们那一代的管理工作，很重要的内容之一就是选择最有效率的员工，提炼他们的工作模式，在企业内推广。 想什么呢还挨个员工提炼skill，不可能大家的工作都那么有价值好嘛，每个岗位能挑出几个值得提炼的就不错了ε-(´∀｀; )

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昨天刷到一个新闻，说anthropic研究证明vibe coding时间久了，编程能力会退步。 这根本就不是个事儿，那不是有了vibe coding，随便找个没有任何编程经验的人就能做的比专业程序员更专业么？那么就找一些完全没有编程背景的人替换这些退化的开发人员呗。

所有在计算机上的操作实际上都是重复劳动。软件工程解决的问题是：如何在无限的用户需求和有限的系统/开发资源中取得平衡，在有限的成本下完成维护。 没有什么是AI做不了的。这个论调不是今年才有的，从有软件这一天这就是软件工程的终极目标。但就算有了AI，仍然需要解决这些平衡问题和维护成本问题

Quote: accessible是比affordable更尊贵但还不够尊贵的意思吗？

It’s about time. C++ is going to be rebranded ++C (starting with the ++C26 standard) to discourage unnecessary use of the post increment operator.

FFmpeg is moving to Rust 🦀 Our use of C and Assembly in FFmpeg has been an unacceptable violation of safety. FFmpeg will be running 10x slower - but we're doing it for your safety. All your videos will appear green - safety first, working software later.

看到一句话，袁世凯是第一个死于个性化推荐算法的人… 这句话包含了所有我对LLM的担忧。

海天酱油，英文是Haitian Soy Sauce 再翻译成中文 就变成了海地酱油

受不了了，g老师最近味太冲了😅

李昌钰博士逝世，享寿八十七岁 newhaven.edu/news/releases/…

UNIX was built in one month. Ken Thompson's wife took their son on vacation. He had 3 weeks alone. He wrote the kernel in week 1, the shell in week 2, the editor in week 3. Modern dev teams spend 3 weeks in sprint planning.

Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: goo.gle/4bsq2qI

有哪些惊艳到你的教育方式？ 网友：我父母从十岁起再没打过我，说是要保护男孩那脆弱的自尊心。取而代之的是，一犯错就写检讨。 十岁我才上小学三年级，期末作文要求不过三百字，检讨却要写八百——写不完不准出门，写不深刻重写。 更让我不解的是，每次交上去，我爸不光改错别字，还循循善诱：“这块为什么不这样写？说明是无心之失，更能激发我们的理解。”或者“这里不煽情我们怎么原谅你？多写点心理矛盾，才能感动人……” 这不就是诱供么？ 到了四年级，语文老师突然发现班里出了个作文奇才——虽然这位奇才拼音不好、字极丑，但写起作文来笔走龙蛇。推荐去参加市里作文竞赛，发现此人简直为竞赛而生：两小时八百字，他常一小时写完一千字，然后在考场用草稿纸画飞机大战。而且套路鲜明，尤擅心理白描，回学校关个窗户都能写得跌宕起伏。 从四年级起，全省作文竞赛，两次一等奖、一次二等奖。整个小学成绩虽忽上忽下，但凭着“作文好”也算风云人物。 初中检讨涨到三千字，我已在小城市日报发表小说；高中检讨飙到五千字，我能轻松一天爆到八千，顺便用文字跟我爸探讨“学习的意义”之类哲学问题。 上大学后没人逼我写检讨了，但检讨之魂已熊熊燃烧。于是我走上代写情书的创业路，尤其擅长写认错类情书，字字直指人心，让对方一看就觉得这人已从灵魂深处厌弃自己、渴望着拯救与重生。 这大概是我父母对我最成功的一项教育——既保住了我那玻璃般脆弱的自尊心，还顺便教会了我一门手艺。

But by the end of the year we're going to have much more secure code; and we're also going to see which security teams are truly operationally excellent, because those are the ones which will manage to keep up.

Open source security teams are in for a rough year. They're going to be completely overwhelmed and have to do a lot more triage-to-domain-experts rather than handling security issues internally. And getting *correct* fixes out for everything is going to be hard.

I'm going to plant a flag here: 2026 is going to go down in computer security history as the year of a million CVEs. (Maybe literally, but definitely figuratively.) LLMs are producing lots of slop, but they're also finding a heck of a lot of real vulnerabilities.

SystemD has added birth date storage in order to comply with Brazil and California Age Verification laws. Let that sink in. A Linux init system now handles Age Verification. github.com/systemd/system…

Ollama is now an official provider for OpenClaw. openclaw onboard --auth-choice ollama All models from Ollama will work seamlessly with OpenClaw. 🦞 Use it for the tasks you want, all from your chat app. Thank you @steipete for helping and reviewing. 🦞