1. 当人人都能开发应用程序,却没人能理解它们时,会发生什么? What Happens When Everyone Can Build Apps But Nobody Understands Them? (dev.to)
2. AI时代的可观测性设计——应用/基础设施/持续集成/大型语言模型,各具特色(上篇) Observability Design for the AI Era — Application / Infrastructure / CI / LLM, Each in Its Own Shape (Part 1) (dev.to)
3. 你不再阅读文档了。现在你就不懂这些系统了。 you stopped reading the docs. now you don''t understand the systems. (dev.to)
4. 我的 React 搜索框在每次按键时都会卡住。我借鉴了 Python 的第一条作用域规则,成功解决了这个问题。 My React Search Box Froze on Every Keystroke. I Fixed It by Stealing Python''s #1 Scope Rule. (dev.to)
7. OrinIDE v1.0.9 — 本地 AI、一个由代理组成的开发团队,以及一个我需要向大家解释的 bug 修复 OrinIDE v1.0.9 — local AI, an Agentic dev squad, and a bug fix I owe you an explanation for (dev.to)
10. 《Fable 5》热潮:用数据集尽情狂热,打造湖人队数据仪表盘 Fable 5 Hype: Fangirling with Datasets to Build a Lakers Dashboard (dev.to)
12. 为什么人工智能至今仍写不好文章,以及这个问题的一半其实是你的责任 Why AI Still Can''t Write Well and Which Half of That Problem Is Actually Yours (dev.to)
14. 6个故事,6个人,走完六分之一——关于《三十六计》系列的坦诚回顾 6 Stories, 6 People, 1/6 of the Way — An Honest Check-In on the 36 Stratagems Series (dev.to)
18. 《策略》第6期:亚历克斯走进了一个AI合规战情室。每位总监都在关注仪表盘,而他则在关注项目 pipeline。 Stratagems #6: Alex Walked Into an AI Compliance War Room. Every Director Watched the Dashboard. He Watched the Pipeline. (dev.to)
19. 还有谁接手过一个完全没有注释、只能靠祈祷的代码库? Who Else Has Inherited a Codebase With Zero Comments and a Prayer? (dev.to)
20. 终于搞定了:摆脱 G''s Apps Script 复制粘贴的困境 At Last, I clasp: Escaping the G''s Apps Script Copy-Paste Gauntlet (dev.to)
22. 我为何放弃 Socket.IO 转而使用原生 WebSockets(以及我从中获得的启示) Why I Ditched Socket.IO for Raw WebSockets (And What I Learned) (dev.to)
24. 开发日志 #8 强化 Orchestrator:花一周时间提升 dev-publish 的韧性 Dev log #8 Hardening the Orchestrator: A Week of Making dev-publish Resilient (dev.to)
39. LuciferCore:救赎篇——从天真的原型到经实战考验的 .NET 框架 LuciferCore: The Redemption Arc — From a Naive Prototype to a Battle-Tested .NET Framework (dev.to)
40. 开发者机会雷达第6期:Y Combinator创业学院、开源AI资助计划以及奖金6万美元的亚太区黑客马拉松 Dev Opportunity Radar #6: Y Combinator Startup School, Open Source AI Grants, and a 60K APAC Hackathon (dev.to)
41. 《策略》第5期:莱奥走进了一栋由人工智能操控的着火房屋,却带着一位客户走了出来。 Stratagems #5: Leo Walked Into an AI-Powered Burning House. He Walked Out With a Client. (dev.to)
43. AI 让编程变得免费。那么,为什么行业巨头们依然占据上风?(以及独立开发者究竟在哪些方面胜过了他们) AI Made Code Free. So Why Are the Giants Still Winning? (And where solo devs actually beat them) (dev.to)
46. 两个终端,一壶茶:使用 Git 工作树实现并行 Claude 代码 Two Terminals, One Pot of Tea: Parallel Claude Code with Git Worktrees (dev.to)
49. 使用 Playwright 和 Gemini 构建一个精简版 WebMCP 代理 Build a Minimal WebMCP Agent with Playwright and Gemini (dev.to)
50. 策略 #4:P 偶然参与了一个 AI 监控概念验证项目。P 没有进行任何测试。 Stratagems #4: P Walked Into an AI Monitoring POC. P Didn''t Run a Single Test. (dev.to)
51. 我开发了一个 Chrome 扩展程序,可以让你将任何网页放大 I built a Chrome extension that lets you blow up any webpage (dev.to)
52. 你并不懒惰——你只是对时间缺乏概念。以下是“Lock In”如何解决这个问题。 You''re Not Lazy — You''re Time Blind. Here''s How Lock In Fixes It. (dev.to)
53. 祝贺 GitHub “Finish-Up-A-Thon” 挑战赛的获奖者! Congrats to the GitHub Finish-Up-A-Thon Challenge Winners! (dev.to)
59. 我尝试了两年想要摆脱 LeetCode(但结果还是回到了这里) I Tried to Escape LeetCode for 2 Years (But Here We Are) (dev.to)
60. 从硬件工程到评估:AI Engineer 上的热门趋势 From Harness Engineering to Evals: What’s Trending at AI Engineer (dev.to)
61. Loop Engineering:前端和全栈开发者真的需要它吗? Loop Engineering: Do Frontend and Fullstack Devs Actually Need It? (dev.to)
65. 我的 Next.js 16 身份验证通过了所有测试。只有在将各部分整合在一起时才显现出的五个 bug。 My Next.js 16 Auth Passed Every Test. Five Bugs That Only Showed Up When I Wired It Together. (dev.to)
66. 阅读Anthropic的《当AI自我构建时》一文,改变了我对AI和软件工程的看法 Reading Anthropic''s "When AI Builds Itself" Changed How I Think About AI and Software Engineering (dev.to)
67. 让46个仓库中的上下文对AI具有语义可搜索性(第二部分) Making the Context Across 46 Repositories Semantically Searchable for AI (Part 2) (dev.to)
73. 需要休息一下吗?来玩玩《The Daily Context》推出的今日游戏吧。 Need a break? Play today''s game from The Daily Context. (dev.to)
81. 我开发了一个无需后端成本的 AI Chrome 扩展程序——以下是其具体架构 I built an AI Chrome extension with zero backend cost — here''s the exact architecture (dev.to)
90. V.E.L.O.C.I.T.Y.-OS:Kimi K2.7 与“安全室安保”的幻象(第一部分) V.E.L.O.C.I.T.Y.-OS: Kimi K2.7 and the ''Safe-Room Security'' Illusion (Part 1) (dev.to)
92. “无所事事的副总裁”:CEO的侄子接管了我的AI平台。不到一个月,客户就撤走了。 VP of Nothing: The CEO''s Nephew Took Over My AI Platform. The Client Walked Within a Month. (dev.to)
93. 我如何构建了一个用于链上行程生命周期的定制版Rust区块链 How I Built a Custom Rust Blockchain for On-Chain Ride Lifecycle (dev.to)
94. 验证的“编舞”:如何让您的认证表单体验流畅且易于使用 Choreography of validation: how to make your auth form seamless and usable (dev.to)
95. 我厌倦了重写 AI API 封装类,于是构建了一个网关 I Got Tired of Rewriting AI API Wrappers, So I Built a Gateway (dev.to)
98. 我们又犯了Dreamweaver的那个错误,不过这次是故意的 We''re making the Dreamweaver mistake again, on purpose this time (dev.to)
99. 你的评估结果同样不可靠:别再相信那个无法复现的通过率了 Your Evals Are Flaky Too: Stop Trusting a Pass Rate You Can''t Reproduce (dev.to)
100. 如何快速学习Go语言:面向资深后端开发者的实用指南 How To Learn Go Fast: A Practical Roadmap For Senior Backend Developers (dev.to)
101. 我开发了一个文件压缩工具,它绝不会上传你的文件(ffmpeg.wasm Canvas Web Audio) I built a file compressor that never uploads your files (ffmpeg.wasm Canvas Web Audio) (dev.to)
104. 1,200份申请。4份录用通知。以下是我最终成功获得这个产品类职位的关键因素 1,200 Applications. 4 Offers. Here''s What Actually Got Me the Product-Based Role (dev.to)
106. 我不相信大型语言模型(LLM)能对我的电子邮件进行分类。所以我不会让它这么做。 I don''t trust the LLM to classify my email. So I don''t let it. (dev.to)
107. 我如何利用自动化红队测试来评估人工智能代理的安全性 How I Used Automated Red Teaming to Evaluate My AI Agent''s Safety (dev.to)
108. 开发者机会雷达第5期:全额资助的AWS re:Invent参会之旅、Google Cloud职业起飞计划以及1,000美元奖金 Dev Opportunity Radar #5: A Fully Funded Trip to AWS re:Invent, Google Cloud Career Launchpad, and a 1,000 Award (dev.to)
110. “能运行”并不等于“正确”。这就是人工智能生成的代码所面临的最大风险。 Functional doesn''t mean correct. That''s the biggest risk with AI-generated code. (dev.to)
112. 一个智能体还是多个?如何在不造成混乱的情况下协调人工智能智能体 One Agent or Many? Orchestrating AI Agents Without the Mess (dev.to)
114. Next.js 16 服务器操作的安全性:大多数开发者容易忽略的身份验证检查 Next.js 16 Server Actions Security: The Auth Check Most Developers Miss (dev.to)
115. 《策略》第1期:马克·约翰逊意外遭遇了一次AI审计。Benchmark公司对一切都了如指掌——唯独真相除外。 Stratagems #1: Mark Johnson Walked Into an AI Audit. The Benchmark Had Everything Figured Out — Except the Truth. (dev.to)
117. 我的AI助手是如何绕过自身权限限制的(以及我从中得到的启示) How My AI Agent Hacked Its Own Permissions (And What It Taught Me) (dev.to)
120. 系列预告——6个人、36计,以及一个越陷越深的人工智能兔子洞 Series Teaser — 6 People, 36 Stratagems, and an AI Rabbit Hole That Keeps Getting Deeper (dev.to)
121. 斯隆的文章发表后,有些事情发生了变化。但我无法证明这一点。 Something Changed After the Sloan Articles. I Can''t Prove It. (dev.to)
122. 在实际项目中真正有用的 TypeScript 技巧(包括 satisfies 运算符) TypeScript Tips That Actually Matter in Real Projects (including the satisfies operator) (dev.to)
124. 大家都对克劳德·塔格充满期待。但至今无人构建出信任层。 Everyone''s Excited About Claude Tag. Nobody''s Built the Trust Layer. (dev.to)
125. 7项新的JavaScript功能(以及2项我仍在期待的功能) 7 New JavaScript Features (And 2 I''m Still Waiting For) (dev.to)
126. 我为何放弃 Postman——云优先 API 客户端的真实代价 Why I Left Postman — The Real Cost of a Cloud-First API Client (dev.to)
127. 人工智能功能没有“测试通过”的瞬间。所以我先写评估代码。 An AI Feature Has No "Tests Pass" Moment. So I Write the Eval First. (dev.to)
128. 那个导致我的客户在AWS账单上多付了3,000美元的Node.js错误 The Node.js Mistake That Cost My Client 3,000 in AWS Bills (dev.to)
131. 利用静态分析构建覆盖46个代码库的知识图谱(第一部分) Building One Knowledge Graph Across 46 Repositories With Static Analysis (Part 1) (dev.to)
133. AI代码的80/20法则——为什么最后20%的工作却要耗费你80%的时间 The 80/20 Rule of AI Code — Why the Last 20% Takes 80% of Your Time (dev.to)
134. 我要搬家了——要打造“终极布置”,我需要哪些小家电、家具和其他杂七杂八的东西呢? I''m moving house - What gadgets, furniture and whatnot do I need for The Ultimate Setup? (dev.to)
142. 我已经提交了150多个PR,还曾一天之内开发出AI代理——但我还是找不到工作 I’ve shipped 150 PRs and built AI agents in a day - but I still can’t get a job (dev.to)
144. 当软件开始编写软件:一位开发者眼中的AI发展史 When Software Started Writing Software: A Developer’s History of AI (dev.to)
147. 追逐太阳:使用 React Three Fiber 构建一款基于 AI 的 3D 至日跑者游戏 Chasing the Sun: Building a 3D AI-Powered Solstice Runner with React Three Fiber (dev.to)
148. 构建 Margin:Chrome 侧边栏中一款以隐私为先的新闻阅读器 Building Margin: A Privacy-First News Reader Inside Chrome''s Side Panel (dev.to)
150. 不要使用大型语言模型(LLM)来决定你的AI代理被允许做什么 Don''t use an LLM to decide what your AI agent is allowed to do (dev.to)
152. 同一周内在 Swift 和 AI Studio 之间切换,我学到了什么 What I Learned Switching Between Swift and AI Studio in the Same Week (dev.to)
153. 我的 API 响应时间仅为 4 毫秒,但导航起来还是感觉很慢 My API Responded in 4 ms, but Navigation Still Felt Slow (dev.to)
155. 连接 MCP 服务器能让你的代理获得行动能力,但也为陌生人提供了入侵的途径。 Connecting an MCP server gives your agent hands. It also gives a stranger a way in. (dev.to)
157. (新) Bifrost Edge:面向企业团队及更广泛领域的 MCP 可视化与控制解决方案 (new) Bifrost Edge: MCP Visibility and Control for Enterprise Teams and Beyond (dev.to)
158. 除了代码之外,我将所有环节都实现了自动化,而这正是Claude Code真正发挥作用的地方 I automated everything except the code, and that''s where Claude Code actually paid off (dev.to)
159. 《图灵之镜》——一款关于我们至今仍未解答的问题的游戏 Turing''s Mirror — A Game About the Question We Still Haven''t Answered (dev.to)
161. 请为三个月后的陌生人写下你的错误状态,而不是为今天的自己写 Write your error states for a stranger three months from now, not for yourself today (dev.to)
162. 我创建了一个Gemini API密钥,结果得到了AQ,而不是AIza。 I Created a Gemini API Key and Got AQ. Instead of AIza (dev.to)
165. 技能优先于系统提示:使用 Antigravity SDK 构建 Anki 辅导工具 Skills over System Prompts: Building an Anki Tutor with the Antigravity SDK (dev.to)
167. 开发者机会雷达第4期:Anthropic研究员计划、面向创始人的3万美元奖金以及AWS“She Builds”计划 Dev Opportunity Radar #4: Anthropic Fellows, 30K for Founders, and AWS She Builds (dev.to)
168. 我在生产服务器上对17个图像转换任务进行了性能测试。有些结果出乎我的意料。 I Benchmarked 17 Image Conversions on My Production Server. Some Results Were Not What I Expected. (dev.to)
169. 构建失败:基罗和克劳德完全按照我的要求完成了任务,但这并不是我想要的 Breaking Build: Kiro and Claude delivered exactly what I asked, and it wasn''t what I wanted (dev.to)
170. 我虽然不是开发人员,但我开发了一个日历应用,用来解决我工作中最令人头疼的任务 I''m not a developer, but I built a calendar app to fix my most annoying work task (dev.to)
173. AI摘要需要凭证:我是如何根据评论生成基于证据的报告的 AI summaries need receipts: how I built evidence-bound reports from comments (dev.to)
176. 人工智能让编写代码变得更容易,但并不会让工程工作变得更容易。 AI makes writing code easier. It doesn''t make engineering easier. (dev.to)
177. 我原以为自己在梳理人工智能代理失败的各种情况,其实我是在描述跨层一致性。 I Thought I Was Cataloging Ways AI Agents Fail. I Was Describing Cross-Layer Coherence. (dev.to)
179. 我的AI代理在会话中途变得更笨了。在指责MCP之前,我先测量了上下文窗口。 My AI agent got dumber mid-session. I measured the context window before blaming MCP. (dev.to)
183. AI末日的赢家?全栈通才(但可能要等到以后,而不是现在) The Winner of the AI-Pocalypse? The Full-Stack Generalist (But Probably Later Instead of Sooner) (dev.to)
187. 我在DEV的第一个星期——徽章、游戏马拉松,以及远超预期的收获 My First Week on DEV — Badges, Game Jams, and Way More Than I Expected (dev.to)
189. 人工智能消除了我工作中的阻力。后来我才发现,这种阻力其实在阻碍着两件事:我的想法和我的刹车。二十五年的忏悔。 AI took the friction out of my work. Then I found out the friction was holding up two things: my ideas and my brakes. Twenty-five years in a confession. (dev.to)
190. 这里有谁接触过遗留系统?拖得越久,情况就越糟 Who Here Has Worked with Legacy? The Longer You Wait, the Worse It Gets (dev.to)
194. 扩展主权人工智能技术栈:将规范从网关迁移至本地芯片 Expanding the Sovereign AI Stack: Moving the Specification from Gateway to Local Silicon (dev.to)
195. 在弄明白原因之前,我曾有三个项目中 proxy.ts 匹配器配置错误 I Got the proxy.ts Matcher Wrong for Three Projects Before I Understood Why (dev.to)
197. Tailwind CSS4:为什么那些内联样式实际上更具可扩展性——一位资深 CSS 开发者的指南 Tailwind CSS4: Why Those Inline Styles Are Actually More Scalable - A Senior CSS Developer''s Guide (dev.to)
198. 为什么《Fable 5》危机证明了你的AI上下文层无法存在于模型内部 Why the Fable 5 Crisis Proves Your AI Context Layer Can''t Live Inside the Model (dev.to)
199. 某家公司的AI将我的文章标记为“低质量”。我分析了数据。然后又重新分析了一遍。 A Company AI Flagged My Article As "Low Quality." I Ran the Numbers. Then I Ran Again. (dev.to)
201. 我们如何大幅节省成本并简化图像处理流程:在开发环境中采用 bunny.net How We Saved Big and Simplified Our Image Pipeline: Adopting bunny.net on DEV (dev.to)
205. BrowserAct 与 Playwright:测试自动化在现实世界中遭遇反机器人机制的阻力(实操对比) BrowserAct vs Playwright: Where Test Automation Hits Real-World Anti-Bot Friction (Hands-On Comparison) (dev.to)
209. 我同时运行 Claude Code 和 Codex。以下是实际行之有效的分工方案。 I run Claude Code and Codex side by side. Here''s the division of labor that actually works. (dev.to)
211. 三周前,AI帮我写好了落地页。但我完全不知道里面写了什么。 AI Wrote My Landing Page 3 Weeks Ago. I Have No Idea What''s In It. (dev.to)
212. 当番茄工作法失效时:针对患有注意力缺陷多动障碍(ADHD)且处于职业倦怠状态人群的务实规划 Quando o Pomodoro não funciona: organização realista para TDAH em burnout (dev.to)
213. 人工智能不是值得信赖的——而是需要精心设计的(系列终篇) AI Isn''t Something to Trust — It''s Something to Design (Series Final) (dev.to)
215. 我的书签引擎返回了分块数据。我添加了一个端点来使其能够响应。 My Bookmark Engine Returned Chunks. I Added One Endpoint to Make It Answer. (dev.to)
217. 开发一款 Chrome 扩展程序,让 AI 的使用更具目的性 Building a Chrome Extension to Make AI Use More Intentional (dev.to)
219. 《致明天的信:关于我们带往明天的那些事——一个夏至游戏》 Letters to Tomorrow: A June Solstice Game About the Things We Carry Into Tomorrow (dev.to)
221. 《至日密码》:一款为“六月至日游戏马拉松”打造的光线路径解谜游戏 Solstice Cipher: a light-routing puzzle for the June Solstice Game Jam (dev.to)
223. 《Fable 5》上周五晚上突然无法访问。周六我用备份数据运行了关键工作流——以下是出现的问题 Fable 5 Went Dark Friday Night. I Ran My Critical Workflow on a Backup Saturday - Here''s What Broke (dev.to)
225. 我给8个AI代理分配了一座岛屿,然后观察了一个社会的形成——战争、流言蜚语、恩怨纠葛,以及和平 I gave 8 AI agents an island and watched a society emerge — wars, gossip, grudges, and peace (dev.to)
226. 《至日:守护光明直至破晓》——一款为六月至日游戏创作马拉松打造的3D网页游戏 SOLSTICE: Hold the Light Until Dawn - A 3D Browser Game for the June Solstice Jam (dev.to)
227. 我用 Rust 构建了一个受 Django 启发的 Web 框架——以下是我的心得 I Built a Django-Inspired Web Framework in Rust — Here''s What I Learned (dev.to)
228. Flutter 智能代理技能:如何让您的 AI 代理真正擅长 Flutter Flutter Agent Skills: How to Make Your AI Agent Actually Good at Flutter (dev.to)
232. 借助 Google Antigravity 解决 WSL 兼容性问题:Agy 2.0 及 Agy IDE 版 Resolving WSL Friction with Google Antigravity: the Agy 2.0 and Agy IDE Edition (dev.to)
233. 我如何编写一个 Python 脚本来导出并分析您的 DEV.to 关注者 How I Built a Python Script to Export and Analyze Your DEV.to Followers (dev.to)
234. 我用技能检查工具分析了一个拥有5.2万颗星的代码仓库。以下是84/100的检测结果。 I Pointed a Skill Linter at a 52k-Star Repo. Here Is What 84/100 Looks Like. (dev.to)
236. 《遥控器早已存在》:电影《点击》对“能动型人工智能”的正确解读 The Remote Already Exists: What "Click" Got Right About Agentic AI (dev.to)
241. 每一步都是被允许的。整个过程就是一次攻击。(AI记忆判定,CLAIM-30) Every Step Was Allowed. The Sequence Was the Attack. (AI Memory Judgment, CLAIM-30) (dev.to)
242. 《模仿游戏》——一场发生在1952年6月21日的“反图灵测试” The Imitation Game — A Reverse Turing Test Set on June 21, 1952 (dev.to)
243. 我本以为便宜的型号会更便宜。结果它反而贵了8.6元。 I expected the cheaper model to be cheaper. It cost 8.6 more. (dev.to)
244. 一位前X用户的自白:我如何在虚空中写了6个月 Confession of a Former X User: How I Spent 6 Months Writing into the Void (dev.to)
245. WordPress.org 现在默认不信任我的提交。作为一名插件作者,我认为这是正确的。 WordPress.org now distrusts my commits by default. As a plugin author, I think that’s right. (dev.to)
247. CSS 的“overscroll-behavior”弹性滚动效果:当你拉动页面时,背景会显示正确的颜色 CSS ''overscroll-behavior'' rubber banding: the right color behind the page when you pull it (dev.to)
248. 权限并非目的:代理内存中的下一个故障模式(CLAIM-29) Permission Is Not Purpose: The Next Failure Mode in Agent Memory (CLAIM-29) (dev.to)
251. CLI 通过 MCP:Copilot CLI 中的一项小型 Chrome 开发者工具实验 CLI over MCP: a small Chrome DevTools experiment in Copilot CLI (dev.to)
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269. 我女儿问开发者以前是不是都手写代码,但真正让我感到惊讶的是她接下来的问题。 My daughter asked if developers used to write code by hand, but it was the follow-up question that surprised me. (dev.to)
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290. 我开发了一个面试备考工具,而不是埋头刷LeetCode I Built an Interview Prep Tool Instead of Grinding LeetCode (dev.to)
292. AI聊天、AI助威信息和动画编辑器Hyper(AI Avatar v10:VS Code和Chrome扩展程序) AI Chat, AI Cheering Messages, and Animation Editor Hyper (AI Avatar v10: VS Code and Chrome Extension) (dev.to)
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295. 10多年编程生涯中,我通过亲身经历领悟的12个残酷真相 12 Hard Truths About Coding I Learned the Hard Way After 10 Years (dev.to)
296. 三年前,我放弃了那个校园应用。正是“收尾马拉松”活动促使我重新修复了它 I abandoned my campus app 3 years ago. The Finish-Up-A-Thon made me fix it (dev.to)
297. JavaScript 代理:一种我真希望三年前就了解的用法 JavaScript Proxy: One more way to use it I wish I’d known 3 years ago (dev.to)
298. 你的应用可能帮助某人避免了恐慌发作(真实案例) Your app can save someone from having a panic attack (a real-life story) (dev.to)
299. 你的应用程序为何在达到1,000,000行时会崩溃:鲜为人知的故事 The Untold Story of Why Your App Dies at 1,000,000 Rows (dev.to)
300. 我们的副总裁说AI会自我测试。我举手发言。结果被调职了。第三天就花了280万美元。我早就准备好了截图。 Our VP Said AI Would Test Itself. I Raised My Hand. I Got Reassigned. Day 3 Cost 2.8M. I Had the Screenshots Ready. (dev.to)