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English(EN) Create Real-World Projects Using AI : Vibe Coding Course in Telugu

Vibe Coding 演进：AI 编码和规范驱动开发解决局限性

作者 PulseAugur 编辑部 · [19 个来源] ·

安德烈·卡帕西（Andrej Karpathy）推广的“vibe coding”概念描述了一种工作流程，开发者使用自然语言提示 AI 生成代码，通常用于新项目。虽然 Lovable 和 Replit Agent 等工具在快速创建 MVP 方面表现出色，但它们在处理现有代码库时遇到困难。“AI 编码”被提出作为一种更全面的方法，可以处理现有项目中的修改、错误修复和功能添加，这需要 AI 理解上下文、架构和团队约定。诸如“规范驱动开发”之类的新兴模式旨在通过强调结构化规范和持久的项目知识来解决纯粹 vibe coding 的局限性，以提高 AI 的理解能力并减少重复解释。 AI

影响 讨论强调了从简单的代码生成到更复杂的 AI 辅助软件工程的转变，突出了上下文、项目历史和决策在 AI 编码工作流程中的日益增长的重要性。

排序理由 该集群讨论了 AI 编码工作流程（特别是“vibe coding”）的演进和局限性，并介绍了“AI 编码”和“规范驱动开发”等新兴模式，反映了对行业趋势的分析，而不是特定事件。

在 Medium — AI coding tag 阅读 →

AI 生成摘要 · Google Gemini · 来自 19 个来源。 我们如何撰写摘要 →

Vibe Coding 演进：AI 编码和规范驱动开发解决局限性

报道来源 [19]

  1. dev.to — Claude Code tag TIER_1 English(EN) · Karl Wirth ·

    Vibe Coding vs AI Coding: 有何区别？

    <h2> Everyone Is Talking About Vibe Coding. The Bigger Shift Is AI Coding. </h2> <p>Andrej Karpathy coined "vibe coding" in early 2025 to describe a new way of building software: you describe what you want in plain English, an AI writes the code, and you accept what looks right. …

  2. Medium — AI coding tag TIER_1 English(EN) · Ascent24 Technologies ·

    Vibe编码中不该做的事：常见陷阱及规避方法 — Ascent24 Technologies

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@ascent24T/what-not-to-do-in-vibe-coding-common-pitfalls-and-how-to-avoid-them-ascent24-technologies-813ef4a63d0c?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/1024…

  3. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    我在Reddit上就#AI编程发表了一篇较长的回复。并非所有AI都是垃圾。‘氛围编码者’应该对自己和他人诚实。https://www.reddit.c

    I wrote a long-ish reply on Reddit about # coding with # AI . Not all AI is slop. Vibe coders should be honest with themselves and others. https://www. reddit.com/r/rss/s/zFIsmHDhYb

  4. dev.to — MCP tag TIER_1 English(EN) · EvanLin | Contorium ·

    最佳氛围编码工作流并非编写代码最多的工作流

    <p>When people talk about Vibe Coding, they usually focus on speed.</p> <p>Generate a feature.</p> <p>Refactor a module.</p> <p>Fix a bug.</p> <p>Everything happens faster.</p> <p>But speed isn’t the metric I care about most anymore.</p> <p>The best AI workflow is the one that re…

  5. dev.to — MCP tag TIER_1 English(EN) · EvanLin | Contorium ·

    Vibe Coding 并不消除软件工程

    <p>Watching Vibe Coding become mainstream has been fascinating.</p> <p>Some people believe software engineering is becoming less important because AI writes more code.</p> <p>I actually think the opposite is happening.</p> <p>The easier it becomes to generate code, the more valua…

  6. dev.to — MCP tag TIER_1 English(EN) · EvanLin | Contorium ·

    Vibe Coding 之后的下一个瓶颈将不是代码

    <p>A year ago, writing code was the expensive part.</p> <p>Today, AI can generate hundreds of lines in seconds.</p> <p>Tomorrow, that probably won’t be the challenge either.</p> <p>After using AI daily, I think the next bottleneck looks different.</p> <p>It’s continuity.</p> <p>E…

  7. Medium — MCP tag TIER_1 English(EN) · Aditya Raj ·

    停止氛围式编码：Claude代码与Agentic开发完全入门指南

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@adityarajavi05/stop-vibe-coding-a-complete-beginners-guide-to-claude-code-and-agentic-development-d502228aa525?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1376/1*dLmjO…

  8. Medium — AI coding tag TIER_1 English(EN) · Jhavtech Studios ·

    AI 编程新体验：开发者的新超能力

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://jhavtech.medium.com/vibe-coding-with-ai-the-new-developer-superpower-9945fcf80f0e?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/2160/1*-O2xXPhKTFEUX8qiS5g73A.png" width="2160"…

  9. Medium — AI coding tag TIER_1 English(EN) · Diptendu Das ·

    Spec-Driven Development：取代“感觉式编码”的新模式

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://diptendud.medium.com/spec-driven-development-the-pattern-replacing-vibe-coding-2e16d918f627?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/1548/1*dPA4PJX88uJF8a1IrGUX-Q.png" wi…

  10. Medium — Claude tag TIER_1 English(EN) · Priti Gupta ·

    Vibe Coding Works Until It Doesn’t: Teaching Your AI Assistant to Build in Layers

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@pritigupta.ds/vibe-coding-works-until-it-doesnt-teaching-your-ai-assistant-to-build-in-layers-2d4fd39dfbc6?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1024/1*6tp2DD…

  11. Medium — Claude tag TIER_1 English(EN) · Panos Sakalakis ·

    如何不抓狂地为复杂应用程序进行vibe-code

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@sakalakis/how-to-vibe-code-a-complex-app-without-losing-your-mind-a48f9b74c919?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/2356/1*wAfkz7Pg2GocCrD8Mbi5Ww.png" width=…

  12. Medium — AI coding tag TIER_1 English(EN) · Niranjanmegham ·

    Vibe 编码课程：面向初学者和专业人士的泰卢固语课程

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@niranjanmegham/vibe-coding-course-in-telugu-for-freshers-and-professionals-c008027dfb40?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/1734/1*f2Tyfdp4o7P5GGQUfaf4EA…

  13. Medium — AI coding tag TIER_1 English(EN) · Abinay ·

    使用 AI 创建真实世界项目：Telugu 中的 Vibe 编码课程

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@abinay1845/create-real-world-projects-using-ai-vibe-coding-course-in-telugu-fb485b60cda1?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/1536/1*mJSgD76HsuKzR1-USlHuc…

  14. Medium — AI coding tag TIER_1 English(EN) · Bindu ·

    Vibe Coding 的未来：基于愿望而非语法开发应用和网站

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/ai-insights-journal/the-future-of-vibe-coding-develop-apps-and-sites-out-of-desires-not-syntax-bf185db4ad0f?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/1920/1*JLG…

  15. Medium — AI coding tag TIER_1 English(EN) · VibecodeUI ·

    从想法到应用：Vibe Coding 到底意味着什么（新手友好指南）

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://vibecodeui.medium.com/from-idea-to-app-what-vibe-coding-really-means-a-beginner-friendly-guide-e4976f4a33ee?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/1731/1*fyTKdLwAv_5SBM…

  16. Towards AI TIER_1 English(EN) · Hamza Boulahia ·

    Git for Vibe Coding and Agentic Engineering

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/git-for-vibe-coding-and-agentic-engineering-43eff72fc0d7?source=rss----98111c9905da---4"><img src="https://cdn-images-1.medium.com/max/1280/1*2jwmjaBsqBpXSsR_RW87pg.png" width="1280" /><…

  17. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    “Vibe coding” 起初是关于不看 diff 的玩笑，现在却一本正经地成为生产实践。代码并不能让我担心，但它却...

    “Vibe coding” started as a joke about not reading the diff. It’s becoming a production practice with a straight face. The code isn’t what worries me. It’s that the architecture, tradeoffs, and reasoning often exist only in a chat window. Six months later, the code is still there.…

  18. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    今日挑战：看那些“氛围编程”的工程师们，在我建议他们真正学会编程或拿出原创设计时失控。# AI # vibecod

    Today's challenge: Watch vibe-coding 'engineers' lose their shit when I suggest they actually learn how to code or come up with original designs. # AI # vibecoding # AIslop # AIwars # softwaredevelopment

  19. Mastodon — mastodon.social TIER_1 日本語(JA) · [email protected] ·

    超越纯粹的氛围编码 - 结合经典原则与人工智能驱动的开发

    『動くだけ』のその先へ — AI駆動開発で品質と速度を両取りする温故知新な新手法 / Beyond Just Vibe Coding - Combining Classic Principles with AI-Driven Development https:// fed.brid.gy/r/https://speakerd eck.com/itohiro73/beyond-just-vibe-coding-combining-classic-principles-with-ai-driven-development

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