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个人博客

科技爱好者周刊(第 391 期):AI 的贫富分化

2026-04-03 · 阮一峰的网络日志

这里记录每周值得分享的科技内容,周五发布。 本杂志开源,欢迎投稿。另有《谁在招人》服务,发布程序员招聘信息。合作请邮件联系(yifeng.ruan@gmail.com)。 封面图 上海某餐厅的墙壁装饰。(via monana3838@Threads) AI 的贫富分化 我越来越觉得,AI 跟其他技术不一样,不仅带来技术变革,还会带来社会变革。 简单说,AI 会带来贫富分化。 其他技术实际上会消灭贫...

科技爱好者周刊(第 390 期):没有语料,大模型就是智障

2026-03-26 · 阮一峰的网络日志

这里记录每周值得分享的科技内容,周五发布。 本杂志开源,欢迎投稿。另有《谁在招人》服务,发布程序员招聘信息。合作请邮件联系(yifeng.ruan@gmail.com)。 封面图 山东日照某住宅小区的彩色风雨连廊,入口处树林还设了咖啡馆。(via) 没有语料,大模型就是智障 如果现在做一个问卷调查,问大家"你觉得大模型是否具有智能?" 我相信,大多数人会是肯定的回答。 哪怕现在只是 AI 的初级阶...

关于一人公司做独立站的一些思考

2026-03-26 · Coolzr's Blog

记录最近对一人公司做独立站的调研思考。

套壳中国大模型撑起500亿美元估值?扒一扒 Cursor 的"套壳"疑云

2026-03-21 · 阮一峰的网络日志

1、 本周末,有一条最热闹的 AI 新闻,震动了太平洋两岸,连马斯克都关注了。 昨天,AI 编程工具 Cursor 推出了"自己的"模型 Composer 2。 上图是官网截图,现在点进去还写着"自有模型"。 自从2024年10月,Composer 1 发布以来,外界就一直怀疑,它是套壳的中国模型,因为行为很类似,但苦于找不到证据。 现在 Composer 2 来了,很多人就开始研究,它的背后到底...

北京漫步 | 北海初桃

2026-03-21 · 天仙子

今天去北海,听闻山桃花开了。北海的花总是比颐和园和圆明园开得更早一点。 接连好几天都把自己关在房间里写论文直到深夜、没有出门,吃着外卖,有点压力性进食,肠胃亮起了红灯,睡眠也断断续续。昨晚一阵急雨,今早大晴,想着不能再任由惯性这么下去,于是便动身去了北海。

科技爱好者周刊(第 389 期):未来如何招聘程序员

2026-03-19 · 阮一峰的网络日志

这里记录每周值得分享的科技内容,周五发布。 本杂志开源,欢迎投稿。另有《谁在招人》服务,发布程序员招聘信息。合作请邮件联系(yifeng.ruan@gmail.com)。 封面图 唐山河头老街景区的轨道车"大唐云车"。(via) 未来如何招聘程序员 前些天,讨论区有一个帖子,提出一个问题。 如果未来的代码都是 AI 写的,那么我们怎么招聘程序员呢? 程序员负责代码,但代码是 AI 写的,不是程序员...

北京漫步 | 颐和快雪

2026-03-17 · 天仙子

下午下雪,去颐和园散步。昨天的积雪还没有化开。刚去的时候还在下小雪,湖水部分有点铅灰色,如同凛冽的冬将军。我还是蛮喜欢这种暧昧不清、带些灰暗的颜色,思绪辽远,水天一色,坐在湖边的长椅上,似乎幻听到了湖与雪的声音。寂静的声音在天地之间蔓延,或许某片积雪之中正有春雷萌动,或许某片水波正荡起去年春日的记忆,但是每每仔细倾听时,天地只有寂静,仿佛一切都未曾发生。面前的鸳鸯慢悠悠地滑行过水面,声音被远方吞没...

香港纪行

2026-03-17 · 天仙子

初见 刚从机场坐观光巴士出来,从窗户望向这个港口城市,沿途是大量的集装箱、可以描绘轮廓的小山丘,以及建在其上的高耸入云的建筑。低头看到出租车的红色涂装、弥漫在海面上的雾气、渡轮、潮湿的深圳港,好久没有来到南方。这新鲜而令人疲倦的潮气。

科技爱好者周刊(第 388 期):测试是新的护城河

2026-03-12 · 阮一峰的网络日志

这里记录每周值得分享的科技内容,周五发布。 本杂志开源,欢迎投稿。另有《谁在招人》服务,发布程序员招聘信息。合作请邮件联系(yifeng.ruan@gmail.com)。 封面图 重庆涪陵某景区架设了世界首座"巨石索桥",桥面就是一块块巨石,一不小心就会踏空。(via) 测试是新的护城河 Next.js 是目前排名第一的 JS 框架。平时遇到的 JS 全栈应用,我估计,一半用它开发。 两周前,这个...

零安装的"云养虾":ArkClaw 使用指南

2026-03-12 · 阮一峰的网络日志

一、引言 大家这两天,有没有被"龙虾"(OpenClaw)刷屏? 到处是它的新闻,就连两会代表和新华社都在谈论。真让人跌破眼镜,一个 AI 软件竟能引起这么大的反响。 人们的热情高涨,免费的线下安装活动人满为患,网上的"付费安装"生意兴隆。 很多人大概还不知道,现在有一种最简单的龙虾使用方法:ArkClaw。 简单到你根本不需要操心安装,因为这是一个免安装的方案,它直接内置了龙虾,开箱即用。 我也...

河南纪行

2026-03-02 · 天仙子

都说中国里最中国的地方就是河南,而且我也一直想到中国历史的发源地之一去体验一下,于是就有了这次河南之行。说是说旅游,但是因为每天刷博物馆,学到天昏地暗,一沾枕头就睡着了。在河南五天五个城市,除了开封以外主要就是刷博物馆。特别是前三天。第一天在安阳,去了殷墟博物馆和殷墟遗址。第二天到郑州,在河南博物院学了八小时。第三天第四天在洛阳,去了二里头夏都遗址公园和遗址博物馆、古墓博物馆和洛阳博物馆三大馆。后...

天下之中

2026-03-02 · 天仙子

河南博物院 豫博总共有十六个展馆,从上往下逛的话人会少一点。初来豫博,大概每学两个展馆就要休息一下,学到晚上八点钟出去。台阶上椅子上坐满了学一半学不动的人。

宅兹中国

2026-03-02 · 天仙子

殷墟遗址 来河南的第一站,去了安阳。因为之前看过『翦商:殷周之变与华夏新生 』,也读过不少商朝相关的民间故事,等等,一直对商朝的考古发掘非常感兴趣。为此我去的时候还专门请了一位文博背景的导游来讲解。学完的总体感受和我想象的不太一样,因为我对商王朝的想象更多来自于对于矇昧血腥的半神话时期的想象,来自于对神行走在大地上的年代的想象,读过看过的不少文艺作品多少都是基于此种想象而发展的。但实际到了此地,可...

北京漫步 | 北海 | 景山

2026-02-05 · 天仙子

午饭后看到窗外的暖阳,心中有些躁动。即便外边已经到了零下十多度,即便工作还很多,但是自己的身体似乎无法克制住因几个星期没有外出散步而产生的焦躁感,于是左思右想之后还是出门走走,就去相对比较近的北海公园。不过北京这个鬼地方连去最近的大公园都要打车堵上将近半小时,真得不适应生存,我在车上边晕车边这么想。

散步

2026-01-21 · 天仙子

最近和一些朋友的、或者自己出行的散步流水账。 周末,早上起来后打算换家咖啡馆待待。经常需要换换环境,或许会有些新的灵感。于是去了资料馆旁边、北师大南边那个「雕刻时光咖啡馆」。骑车路上闻到香味,拐过去吃了一家骨汤螺狮粉,料是自己打的,汤清、味浓、酸亮、粉黏,一人食最开心的就是在计划外发现什么好吃的。吃完去了咖啡馆,一楼是家花店,二楼是咖啡馆,以为和塔可夫斯基的作品『雕刻时光 』有什么关系,但进店后没...

WSL2 镜像网络模式(Mirrored)配置

2025-11-16 · Coolzr's Blog

在 WSL2 中启用 mirrored networking,改善本地网络连通性与代理行为。

DayDayWeather

2001-01-01 · Coolzr's Blog

将单体天气应用重构为高可用、可扩展的微服务系统(Spring Cloud / Redis)

LLM Agent

2001-01-01 · Coolzr's Blog

多模型 LLM Windows 桌面客户端(.NET 8 / WinForms / SQLite)

XxSportsHall

2001-01-01 · Coolzr's Blog

已上线微信小程序 Mini Program + CloudBase 约课/购课闭环(三端)

MeNav

2001-01-01 · Coolzr's Blog

个人导航站 static site generator(配置化 + 构建期生成 + 纯静态交付)

TeachDo

2001-01-01 · Coolzr's Blog

面向教师的 AI 备课平台(Outline / 教案 / PPT 生成与编辑 / KB-RAG / 导出)

MarksVault

2001-01-01 · Coolzr's Blog

浏览器书签管理扩展:整理 + 自动化任务 + 备份到 GitHub 私有仓库

官方博客

The uphill climb of making diff lines performant

2026-04-03 · GitHub Blog

The path to better performance is often found in simplicity. The post The uphill climb of making diff lines performant appeared first on The GitHub Blog.

Why we're rethinking cache for the AI era

2026-04-02 · Cloudflare Blog

The explosion of AI-bot traffic, representing over 10 billion requests per week, has opened up new challenges and opportunities for cache design. We look at some of the ways AI bot traffic differs fro...

Securing the open source supply chain across GitHub

2026-04-01 · GitHub Blog

Recent attacks on open source focus on exfiltrating secrets; here are the prevention steps you can take today, plus a look at the security capabilities GitHub is working on. The post Securing the open...

Run multiple agents at once with /fleet in Copilot CLI

2026-04-01 · GitHub Blog

/fleet lets Copilot CLI dispatch multiple agents in parallel. Learn how to write prompts that split work across files, declare dependencies, and avoid common pitfalls. The post Run multiple agents at ...

Our ongoing commitment to privacy for the 1.1.1.1 public DNS resolver

2026-04-01 · Cloudflare Blog

Eight years ago, we launched 1.1.1.1 to build a faster, more private Internet. Today, we’re sharing the results of our latest independent examination. The result: our privacy protections are working e...

Introducing EmDash — the spiritual successor to WordPress that solves plugin security

2026-04-01 · Cloudflare Blog

Today we are launching the beta of EmDash, a full-stack serverless JavaScript CMS built on Astro 6.0. It combines the features of a traditional CMS with modern security, running plugins in sandboxed W...

Agent-driven development in Copilot Applied Science

2026-03-31 · GitHub Blog

I used coding agents to build agents that automated part of my job. Here's what I learned about working better with coding agents. The post Agent-driven development in Copilot Applied Science appeared...

Introducing Programmable Flow Protection: custom DDoS mitigation logic for Magic Transit customers

2026-03-31 · Cloudflare Blog

Magic Transit customers can now program their own DDoS mitigation logic and deploy it across Cloudflare’s global network. This enables precise, stateful mitigation for custom and proprietary UDP proto...

GitHub for Beginners: Getting started with GitHub security

2026-03-30 · GitHub Blog

Learn how to secure your projects and keep them safe with GitHub Advanced Security. The post GitHub for Beginners: Getting started with GitHub security appeared first on The GitHub Blog.

Cloudflare Client-Side Security: smarter detection, now open to everyone

2026-03-30 · Cloudflare Blog

We are opening our advanced Client-Side Security tools to all users, featuring a new cascading AI detection system. By combining graph neural networks and LLMs, we've reduced false positives by up to ...

How we use Abstract Syntax Trees (ASTs) to turn Workflows code into visual diagrams

2026-03-27 · Cloudflare Blog

Workflows are now visualized via step diagrams in the dashboard. Here’s how we translate your TypeScript code into a visual representation of the workflow.

What’s coming to our GitHub Actions 2026 security roadmap

2026-03-26 · GitHub Blog

A look at GitHub Actions’ 2026 roadmap, outlining how secure defaults, policy controls, and CI/CD observability harden the software supply chain end to end. The post What’s coming to our GitHub Action...

A year of open source vulnerability trends: CVEs, advisories, and malware

2026-03-26 · GitHub Blog

Reviewed advisories hit a four-year low, malware advisories surged, and CNA publishing grew—here’s what changed and what it means for your triage and response. The post A year of open source vulnerabi...

A one-line Kubernetes fix that saved 600 hours a year

2026-03-26 · Cloudflare Blog

When we investigated why our Atlantis instance took 30 minutes to restart, we discovered a bottleneck in how Kubernetes handles volume permissions. By adjusting the fsGroupChangePolicy, we reduced res...

Updates to GitHub Copilot interaction data usage policy

2026-03-25 · GitHub Blog

From April 24 onward, interaction data—specifically inputs, outputs, code snippets, and associated context—from Copilot Free, Pro, and Pro+ users will be used to train and improve our AI models unless...

Sandboxing AI agents, 100x faster

2026-03-24 · Cloudflare Blog

We’re introducing Dynamic Workers, which allow you to execute AI-generated code in secure, lightweight isolates. This approach is 100 times faster than traditional containers, enabling millisecond sta...

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update: 2026-04-05 | from: git

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