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科技爱好者周刊(第 382 期):独立软件的黄昏

2026-01-23 · 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 巫山县城建在山坡上,为了方便居民和促进观光,在中轴线上建设了神女大扶梯,总长905米,高240余米,相当于80层楼,全程需要20分钟。(via) 独立软件的黄昏 软件可以分成两种:一种是公司开发的,另一种是个人开发的。后...

AI native Workspace 也许是智能体的下一阶段

2026-01-22 · 阮一峰的网络日志

一、智能体的形态 我问大家一个问题,什么是 AI 的产品形态? 大模型只是底层的处理引擎,你总是需要一个应用层产品,对接用户的需求。这种 AI 的应用层,就称为"智能体"(agent)。 那么,问题就变成了,"智能体"应该是什么样? 早期的智能体只是对话应用(上图),后面加入了推理,可以思考复杂问题。 后来,向专业领域发展,演变出编程智能体(coding agent)、图像智能体、视频智能体等等,...

科技爱好者周刊(第 381 期):中国 AI 大模型领导者在想什么

2026-01-16 · 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 刚刚运营的北京通州站位于地下,为了充分利用自然光,屋顶采用了透光的膜结构,上方还有一个风帆形状的保护架。(via) 中国 AI 大模型领导者在想什么 上周六(1月10日),北京有一场"AGI-Next 前沿峰会",由清华...

2025 第四季度书影音总结

2026-01-15 · 天仙子

书籍 显而易见,博主已经是大字不识一个的文盲了。这个季度除了 paper 以外一个字没读。 电影 推荐作 秋日奏鸣曲 Höstsonaten (1978) 导演「英格玛·伯格曼 」。

科技爱好者周刊(第 380 期):为什么人们拥抱"不对称收益"

2026-01-09 · 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 中法合作的一个艺术项目《挑战第841次》,让路过的行人在黄浦江边的一个玻璃亭子里,弹奏法国作曲家的一个钢琴作品。(via) 为什么人们拥抱"不对称收益" 前两周,我跟大家说,美国现在最流行"预测市场"。我当时没有统计数字...

科技爱好者周刊(第 379 期):《硅谷钢铁侠》摘录

2025-12-25 · 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。([通知] 下周元旦假期,周刊休息。) 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 哈尔滨19米大雪人,完工之前的样子。(via cgtn@instagram) 《硅谷钢铁侠》摘录 最近,我读了一本十年前的马斯克传记《硅谷钢铁侠》(中信出版社,2016)。 按理说,...

我如何用 AI 处理历史遗留代码:MiniMax M2.1 升级体验

2025-12-23 · 阮一峰的网络日志

一、 最近,我写了好几篇 AI 教程,就收到留言,要我谈谈我自己的 AI 编程。 今天就来分享我的 AI 编程,也就是大家说的"氛围编程"(vibe coding)。 声明一下,我只是 AI 初级用户,不是高手。除了不想藏私,更多是为了抛砖引玉,跟大家交流。 二、 平时,我很少用 AI 生成新项目。因为每次看 AI 产出的代码,我总觉得那是别人的代码,不是我的。 如果整个项目都用 AI 生成,潜意...

2025 第三季度书影音总结

2025-12-19 · 天仙子

先更新第三季度的,第二季度还没整理完…… 书籍 推荐作 柠檬 | れもん 作者「[日]梶井基次郎 」,译者「高詹灿 」。

北京漫步 | 西海公园

2025-12-14 · 天仙子

银杏 今天早上去资料馆看电影,出门抬头开到了高远澄澈的蓝天,心里痒痒的,很想散步。好像我每一次特别想散步的时候,都是白天在资料馆昏暗的影院里看完电影出来的那一刻。早上看的是两部意大利四十年代的和二战相关的现实主义电影。踏出资料馆的那一刻时间往后拨了八十年,文慧园路路口是小西天的标志牌匾「太平盛世」。

北京漫步 | 虎坊桥

2025-12-08 · 天仙子

奥森公园 早晨去了奥林匹克森林公园,上次来的时候还在念大学,回来后一次也没去过,甚至忘了北京还有这么个森林公园。这里比我想象中的要安静许多。大概也是因为来得很早,只有些老头老太,而他们只会沿着健身步道走路,只要稍微偏进小路了四处就望不到人了。在北京挤惯了,到这里像是陡然被解开,心也随着湖风吹向了天际。景观没有什么特别值得说的,这也无所谓。我从小就很喜欢在无人的森林里散步,边走边想、再边想边让自己的...

北京漫步 | 西兴隆街

2025-12-01 · 天仙子

东交民巷 今天散步的起始地是很有名的东交民巷,小红书是这么推的。但实际到了以后感觉很无聊,远不如上海那些西式建筑,何况教堂还进不去,那还不如去西什库那边。从地铁下来后竟然是一家医院,因为道路很窄,所以堵成一片汪洋大海。

存档点

2025-11-21 · 天仙子

最近非常疲倦,睡了将近十个小时,梦中不知道梦到什么不详的或者困惑的东西,意识停留在半梦半醒之间,醒来的时候拉开窗帘,外面的阳光洒进来,一切又都烟消云散。我还是在这里,我的牙疼还没有好,我的肠胃还是有些不适。但太阳带来的炫目又让我忽视了这种种不适。似乎身体陷入沉眠,而灵魂想要外出寻得其所。

关系

2025-11-20 · 天仙子

早上听了关于 EVA 的播客(之前在博客里有写过,见「Komm, süsser Tod 」),晚上听了吴琪与项飙的对谈(吴琪对话项飙:我们在过一种精神植物人的生活吗? ),觉得他们讲的都是同一主题,即在当代的生活里,我们怎么样处理与他人的关系。真希波这位来源完全不详的似乎完全没有必要出场的角色,一定程度上充当了真实世界介入的影象,即在这个世界系的动画中(完全由个人内心投影显化出来的世界),有什么外...

冬日暖阳

2025-11-19 · 天仙子

早上虽然早起工作,但是边听报告的时候边大脑放空,看着窗外洒进来的冬日暖阳,身体有些倦怠。提不起精神来想一些尖锐的东西,不过这样正好,我也很累了,接收了各种各样本来可以不用接收的东西,每日都泡在饱和的叙事之中。现在只想早点熬完下午的工作然后晚上回家休息,虽然到家也不知道该做点什么,毕竟不想再接受新的叙事了,无论是不是娱乐性的。

Roo Code + GPT-Load / gemini-balance + Gemini 工作流

2025-09-07 · Coolzr's Blog

用 GPT-Load 与 gemini-balance 聚合多项目 API Key,扩容 Gemini 速率,并配置 Roo Code 工作流

图库2.0

2025-06-29 · Coolzr's Blog

迁移图库至cloudflareR2存储

alist的webdav备份cherry_studio发生错误

2025-03-25 · Coolzr's Blog

Cherry Studio 通过 alist进行 webdav 备份到OneDrive时报错

基于Obsidian的工作流

2025-02-12 · Coolzr's Blog

实现从Obsidian写作到部署的工作流

图床解决方案:Obsidian通过PicList与图床的整合

2025-02-12 · Coolzr's Blog

基于Obsidian和PicList实现写作与图床的解决方案

微星万图师2060s矿卡清灰换硅脂

2025-01-27 · Coolzr's Blog

闲来给矿卡翻新一下

cloudflare_temp_email

2024-11-18 · Coolzr's Blog

部署cloudflare_temp_email项目过程

Hugo PaperMod 主题搭建与配置完全指南

2024-10-03 · Coolzr's Blog

如何在 Hugo 中安装和配置 PaperMod主题,包括主题安装、基础设置和个性化配置,以及对hugo的具体设置

官方博客

Route leak incident on January 22, 2026

2026-01-23 · Cloudflare Blog

An automated routing policy configuration error caused us to leak some Border Gateway Protocol prefixes unintentionally from a router at our Miami data center. We discuss the impact and the changes we...

Build an agent into any app with the GitHub Copilot SDK

2026-01-22 · GitHub Blog

Now in technical preview, the GitHub Copilot SDK can plan, invoke tools, edit files, and run commands as a programmable layer you can use in any application. The post Build an agent into any app with ...

A cheat sheet to slash commands in GitHub Copilot CLI

2026-01-21 · GitHub Blog

Run tests, fix code, and get support—right in your workflow. Stay focused and let Copilot handle the busywork. The post A cheat sheet to slash commands in GitHub Copilot CLI appeared first on The GitH...

AI-supported vulnerability triage with the GitHub Security Lab Taskflow Agent

2026-01-20 · GitHub Blog

Learn how we are using the newly released GitHub Security Lab Taskflow Agent to triage categories of vulnerabilities in GitHub Actions and JavaScript projects. The post AI-supported vulnerability tria...

Context windows, Plan agent, and TDD: What I learned building a countdown app with GitHub Copilot

2026-01-20 · GitHub Blog

Learn how I managed context to keep Copilot focused, used the Plan agent to sharpen vague requirements, and required Test Driven Development practices to catch bugs before users. The post Context wind...

How we mitigated a vulnerability in Cloudflare’s ACME validation logic

2026-01-19 · Cloudflare Blog

A vulnerability was recently identified in Cloudflare’s automation of certificate validation. Here we explain the vulnerability and outline the steps we’ve taken to mitigate it.

Astro is joining Cloudflare

2026-01-16 · Cloudflare Blog

The Astro Technology Company team — the creators of the Astro web framework — is joining Cloudflare. We’re doubling down on making Astro the best framework for content-driven websites, today and in th...

Building an agentic memory system for GitHub Copilot

2026-01-15 · GitHub Blog

Copilot’s cross-agent memory system lets agents learn and improve across your development workflow, starting with coding agent, CLI, and code review. The post Building an agentic memory system for Git...

When protections outlive their purpose: A lesson on managing defense systems at scale

2026-01-15 · GitHub Blog

User feedback led us to clean up outdated mitigations. See why observability and lifecycle management are critical for defense systems. The post When protections outlive their purpose: A lesson on man...

Human Native is joining Cloudflare

2026-01-15 · Cloudflare Blog

Cloudflare acquires Human Native, an AI data marketplace specialising in transforming content into searchable and useful data, to accelerate work building new economic models for the Internet.

GitHub Availability Report: December 2025

2026-01-14 · GitHub Blog

In December, we experienced five incidents that resulted in degraded performance across GitHub services. The post GitHub Availability Report: December 2025 appeared first on The GitHub Blog.

Community-powered security with AI: an open source framework for security research

2026-01-14 · GitHub Blog

Announcing GitHub Security Lab Taskflow Agent, an open source and collaborative framework for security research with AI. The post Community-powered security with AI: an open source framework for secur...

What came first: the CNAME or the A record?

2026-01-14 · Cloudflare Blog

A recent change to 1.1.1.1 accidentally altered the order of CNAME records in DNS responses, breaking resolution for some clients. This post explores the technical root cause, examines the source code...

What we know about Iran’s Internet shutdown

2026-01-13 · Cloudflare Blog

Cloudflare Radar data shows Internet traffic from Iran has effectively dropped to zero since January 8, signaling a complete shutdown in the country and disconnection from the global Internet.

A closer look at a BGP anomaly in Venezuela

2026-01-06 · Cloudflare Blog

There has been speculation about the cause of a BGP anomaly observed in Venezuela on January 2. We take a look at BGP route leaks, and dive into what the data suggests caused the anomaly in question.

How Workers powers our internal maintenance scheduling pipeline

2025-12-22 · Cloudflare Blog

Physical data center maintenance is risky on a global network. We built a maintenance scheduler on Workers to safely plan disruptive operations, while solving scaling challenges by viewing the state o...

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update: 2026-01-24 | from: git

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