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什么是 Vibe Coding

也叫:vibe-coding

一种通过自然语言与AI协作、无需传统编程知识的软件开发范式。

为什么现在值得关注?

最近变化

2026-06-05 · AI Agent使顶级程序员生产力提升20倍,同时加速淘汰无法适应新工具的开发者。

Vibe Coding 被反复提及时,通常意味着它正在影响产品路线、开发者工作流或 AI 产业判断。这个页面把分散材料合并成一个可持续更新的观察入口。

📰 Vibe Coding 最新动态

已收录 19 篇与「Vibe Coding」相关的 AI 资讯和分析。

Simon Willison's Weblog 图标

Vibe coding and agentic engineering are getting closer than I'd like

Simon Willison's Weblog1824 字 (约 8 分钟)
87

The article explores the author's realization that the boundaries between 'vibe coding' and 'agentic engineering' are blurring with AI-assisted programming, raising concerns about code quality and responsibility.

入选理由:vibe coding适用于个人快速原型开发,但不适合生产环境。

FeaturedArticle#AI Programming#Software Engineering#Code Quality#Technical Ethics中文
#563. “什么事都不会发生”结束了:纳瓦尔谈 AI、组织、硬件与不理性的乐观

Naval Ravikant argues AI is reshaping organizational structures from hierarchy to flat, high-density teams; he warns of potential centralization but sees open-source and hardware revival as counterforces; ultimately urging humanity to cultivate 'irrational optimism' for unpredictable futures.

入选理由:Naval 认为 AI 是天然放大器,可直接读取代码/论文/邮件生成报告,无需正式管理系统。

FeaturedPodcast#AI#Organizational Structure#AGI#Hardware Revival#Irrational Optimism中文
E235 与其担心 AI 改变你,不如今天就用它做一件小事

E235 Instead of Worrying About AI Changing You, Do One Small Thing Today with It

知行小酒馆2340 字 (约 10 分钟)
85

Ordinary people should start with small tasks and use AI to improve efficiency, rather than being overly anxious about its impact.

入选理由:用AI完成最不想做的任务,如数据整理或重复性工作。

FeaturedPodcast#AI#Productivity Tools#Podcast#Technology Application中文
From Vibe Coding to Spec-Driven Development

From Vibe Coding to Spec-Driven Development

Towards Data Science3189 字 (约 13 分钟)
85

This article explores the necessity and practical methods of transitioning from vibe coding to spec-driven development, emphasizing the advantages of the latter in team collaboration and project management.

入选理由:Vibe coding 适用于简单项目,但在大型项目中缺乏最佳实践和共享规范。

FeaturedArticle#Software Engineering#AI#Development Process英文
Martin Fowler 图标

Bliki: Vibe Coding

Martin Fowler814 字 (约 4 分钟)
82

Vibe coding builds software applications by completely ignoring the code generated by LLMs, only developing through prompts and feedback, but poses risks in maintainability, correctness, and security. This technique suits non-programmers creating disposable applications but is unsuitable for production environments.

入选理由:Vibe coding指完全不看代码,仅通过提示LLM来构建软件的技术

FeaturedArticle#Vibe Coding#LLM#Software Development#Security英文
#516. Andrej Karpathy 对谈:为什么程序员从未如此落后?

#516. Andrej Karpathy 对谈:为什么程序员从未如此落后?

跨国串门儿计划1442 字 (约 6 分钟)
80

Andrej Karpathy讨论了AI编程的变革,从“vibe coding”到软件3.0时代,如何通过上下文而非传统编码实现功能,强调可验证性在AI自动化中的作用,并提出智能体工程的新视角,同时提醒保持人类判断与立场的重要性。

入选理由:顶尖程序员如Karpathy感受到AI带来的落后感,标志着编程文化的转变。

FeaturedPodcast#AI编程#Vibe Coding#软件3.0#可验证性#智能体工程中文
早报|曝苹果眼镜明年底发布/英伟达首款自研芯片PC本周亮相/特斯拉推出Model Y原厂手动遮阳帘

Apple’s smart glasses project (N50) delayed to late 2027, targeting $200–$500 traditional eyewear market; Samsung-OpenAI custom AI chip project stalled; Apple Music global outage lasted ~8h50m; Su Weijie joins OpenAI; Hu Yanbin launches fan app ‘Yanhuo’ using vibe coding; MiniMax initiates A-share IPO counseling; SAIC-Sichuan new auto brand to launch June; AI compute power consumption expected to rise >100TWh/year by 2030; NY Fed Chair says economist roles remain secure.

入选理由:苹果智能眼镜N50原计划今年底发布,现推迟至明年底,定价200–500美元,对标依视路、Warby Parker等传统眼镜品牌。

FeaturedArticle#Apple#AI Chip#Apple Music#OpenAI#Compute Power中文
E237 出发吧,扔掉旧地图,去 AI 时代的新世界尽情探索

E237 Set Off: Ditch the Old Map and Explore the New World of the AI Era

知行小酒馆2679 字 (约 11 分钟)
78

AI has created a stark perceptual divide: frontline users leverage Agents to replace 2–3 people’s work with one, while most remain unaware; guest Cage argues the public overestimates AI’s short-term disruption but underestimates its long-term structural impact, stressing human agency and irreplaceable humanistic values in human-AI collaboration.

入选理由:Coding Agent(如Claude Code、Codex)已能通过自然语言指令自主完成编程全流程,推动‘Vibe coding’实践普及

FeaturedPodcast#AI#Agent#Human-AI Collaboration#Socio-Technical Impact中文
Is Vibe Coding Actually Like This?

Is Vibe Coding Actually Like This?

Tina Huang701 字 (约 3 分钟)
75

Tina Huang humorously reveals the real face of 'Vibe Coding': not seamless flow, but a chaotic mix of interruptions and debugging.

入选理由:Vibe Coding 实际是频繁打断与上下文切换的混合体,而非流畅创作。

FeaturedVideo#AI Programming#Developer Experience#Vibe Coding#Productivity Tools中文
Simon Willison's Weblog 图标

We need RSS for sharing abundant vibe-coded apps

Simon Willison's Weblog291 字 (约 2 分钟)
70

文章提出需要一个类似RSS的机制来分享大量通过‘vibe-coding’快速开发的应用,强调随着AI辅助编程加速应用生成,应用变得更为个性化和频繁,提议为这些工具和应用提供带有“安装”按钮的RSS订阅。

入选理由:Vibe-coding加速了应用开发,使得应用更个人化、情境化且发布更加频繁。

FeaturedArticle#RSS#Vibe-coding#Web Development#AI#Atom Feed中文
we are not far from everyone building their own hyper-personalized mobile apps.

i just vibe coded m...

We Are Not Far From Everyone Building Their Own Hyper-Personalized Mobile Apps

Patrick Loeber(@patloeber)101 字 (约 1 分钟)
65

Non-Android developers can now build and run personalized mobile apps via Vibe Coding in Google AI Studio with zero experience, signaling AI-assisted development is drastically lowering customization barriers.

入选理由:Patrick Loeber用Google AI Studio零Android经验开发出可运行的Todo与健身追踪App。

FeaturedTweet#Vibe Coding#Google AI Studio#AI-Assisted Development#Mobile Apps英文
How Lovable self-improves every hour — Benjamin Verbeek, Lovable

How Lovable self-improves every hour — Benjamin Verbeek, Lovable

AI Engineer4645 字 (约 19 分钟)
65

Lovable achieves hourly self-improvement through continuous learning, but lacks specific technical details. The platform uses vibe coding mode, processing over 200,000 projects daily with high user engagement but no reusable engineering practices.

入选理由:Lovable每天创建200,000+项目,占互联网网站创建量的显著比例

FeaturedVideo#AI Engineering#Continuous Learning#Vibe Coding英文
前年 Vibe Coding的第一个网站,粘贴或上传 HTML、Markdown、SVG、Mermaid 生成可分享的链接。  

还能给链接加上密码,比如写稿件给人审核时用。  

解决AI生成内容...

Vibe Coding 提供一个网站,支持粘贴或上传 HTML、Markdown、SVG、Mermaid 生成可分享链接,并支持密码保护,方便审核和测试大模型效果。

入选理由:Vibe Coding 支持多种格式内容生成可分享链接。

FeaturedTweet#Vibe Coding#HTML#Markdown#Cloudflare中文
iOS App 发展这么多年,Vibe Coding 让每个人都能做 App,但这些年,我最喜欢的 App 都来自十几年前的 Windows Phone

图一: 贴纸天气
图二: 627 AM

U...

The author nostalgically recalls the elegant UI/UX of Windows Phone-era apps like Sticker Weather and 627 AM, contrasting them with today’s iOS ecosystem—where tools like Vibe Coding democratize app development but fail to produce the same depth of design excellence; their frustration with Microsoft stems from platform abandonment, not technical shortcomings.

入选理由:Windows Phone时代涌现大量高设计感个人App,如贴纸天气、627 AM,UI/UX被形容为‘打开即享受’

FeaturedTweet#iOS#Windows Phone#UI/UX#Independent Developer#App Ecosystem中文
所以 agent 并不会替代所有程序员,只会让顶级的程序员生产力翻 20 倍,并淘汰其他程序员,且,集体主义 >>> 个人英雄主义。

-- 太难得且美好无比的经历了,这句话尤其深有...

AI Agents won't replace all programmers but will boost top developers' productivity by 20x while eliminating inefficient ones; Kimi Code's team validated that collective collaboration outperforms individual heroism through intensive refactoring.

入选理由:AI Agent使顶级程序员生产力提升20倍,同时加速淘汰无法适应新工具的开发者。

FeaturedTweet#AI Agent#Kimi Code#Vibe Coding#Software Engineering中文
什么!你说胡彦斌也在苦修Vibe Coding

What! Did Hu Yabin Also Study Vibe Coding?

量子位2285 字 (约 10 分钟)
45

The article reports on the rise of Vibe Coding through entertainment figures but lacks technical depth or practical value.

入选理由:余华和胡彦斌等公众人物开始关注并尝试Vibe Coding

FeaturedArticle#AI#VibeCoding#Entertainment#Tech Trend#Innovation中文
Today we are rolling out edit mode in AI Studio Vibe Coding ✏️, select components to quickly edit th...

Google AI Studio 团队宣布上线 Vibe Coding 的编辑模式,支持组件选择编辑、UI 直接手写批注、图像资产替换(含 Nano Banana 工具)及内容上传。

入选理由:Vibe Coding 新增交互式编辑模式,聚焦低代码 UI 迭代

FeaturedTweet#AI Studio#Vibe Coding#Nano Banana#low-code#UI editing中英混合
we are cooking the worlds best vibe coding app on Android and iOS, it’s going to be so cool :)

Logan Kilpatrick: Building the World's Best Vibe Coding Mobile App

Logan Kilpatrick(@OfficialLoganK)98 字 (约 1 分钟)
20

This tweet is merely a hype-driven teaser for a mobile vibe coding app, lacking technical details, architecture, or engineering value.

入选理由:Logan Kilpatrick宣布正在开发Android/iOS端Vibe Coding应用,但未披露任何技术栈或功能规格。

FeaturedTweet#Vibe Coding#Mobile Dev#AI Programming英文

与「Vibe Coding」经常一起出现的 AI 术语。

💡 想追踪「Vibe Coding」的长期趋势?去 实体雷达 · Vibe Coding 查看详细分析和跨材料问答。

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