1. 隆重推出 Colab MCP 服务器:将任何 AI 代理连接到 Google Colab Announcing the Colab MCP Server: Connect Any AI Agent to Google Colab (dev.to)
5. 圆满收官:利用 MCP 为我的 AI 知识图谱打造 Notion 界面 Full Circle: Giving My AI''s Knowledge Graph a Notion Interface using MCP (dev.to)
9. 您的 MCP 服务器正在占用您的上下文窗口。其实还有更简单的方法 Your MCP Server Is Eating Your Context Window. There''s a Simpler Way (dev.to)
10. 我开发了一个开源的“焦点小组模拟器”,它会生成 1,000 名 AI 顾客,对你的创业点子进行犀利点评 I built an open-source "focus group simulator" that spawns 1,000 AI customers to roast your startup idea (dev.to)
15. 阅读障碍会阻碍你在科技领域的发展吗?是的,但原因并非你所想的那样 Does Dyslexia Hold You Back in Tech? Yes, but not for the reason you think (dev.to)
18. 我编写了一个 Bash 脚本,其代码追踪速度比你的 IDE 还快(还能节省 AI 令牌) I Built a Bash Script That Traces Code Faster Than Your IDE (And Saves AI Tokens) (dev.to)
19. 我认为很多开发者都在默默怀念那个旧时代的互联网 I Think a Lot of Developers Are Quietly Grieving the Old Internet (dev.to)
20. 我首次尝试制作生产力工具:极简版“是/否”待办事项清单 My first attempt at building a productivity tool: The "Yes/No"minimal task list (dev.to)
22. 作为一个喜欢MySQL的人,我为什么现在想推荐PostgreSQL Why I, as Someone Who Likes MySQL, Now Want to Recommend PostgreSQL (dev.to)
24. 我们如何利用 Google Gemini 在一周内搭建了一个 AI 漫画工作室 How We Built an AI Manga Studio with Google Gemini in a Week (dev.to)
27. 为什么我们需要一种用于代理工作流的标准语言(以及我为何开发了这样一种语言) Why We Need a Standard Language for Agentic Workflows (And Why I Built One) (dev.to)
28. Tokis:一款以性能为先、原生支持 Token 的 UI 库,用于构建现代设计系统 Tokis: A Performance-First, Token-Native UI Library for Building Modern Design Systems (dev.to)
30. 那些笨重的AI代理框架对我那台树莓派来说运行太慢了。所以我开发了一个不同的框架 Heavy AI agent frameworks were too slow for my Raspberry Pi. So I built a different one (dev.to)
32. 我如何利用零拷贝 C 图引擎绕过 PyTorch 的 OOM 错误 How I bypassed PyTorch OOM errors with a Zero-Copy C Graph Engine (dev.to)
34. Brew:我利用 Gemini Live API 和 Google ADK 打造了一个实时语音 AI 得来速咖啡师 Brew: I Built a Real-Time Voice AI Drive-Thru Barista with Gemini Live API and Google ADK (dev.to)
35. 构建进程调度模拟器:重温 TypeScript 并降低对 AI 的依赖 Building a Process Scheduling Simulator: Relearning TypeScript and Reducing AI Dependence (dev.to)
36. 我使用 Next.js 开发了 75 个基于浏览器的工具,且完全不依赖后端。 I Built 75 Browser-Based Tools With Next.js and Zero Backend. (dev.to)
37. 使用 OpenVPN、Prometheus 和 Grafana 构建生产级私有 EKS 集群 Building a Production-Grade Private EKS Cluster with OpenVPN, Prometheus & Grafana (dev.to)
38. 我在金丝雀码头迷路了30分钟,却发现了SRE的未来 I Got Lost in Canary Wharf for 30 Minutes, But I Found the Future of SRE (dev.to)
39. 90%的代码将由人工智能生成——那我们到底该做什么? 90% of Code Will Be AI-Generated — So What the Hell Do We Actually Do? (dev.to)
44. 一个无人提及的AI代理安全漏洞:你的 .env 文件早已暴露在上下文窗口中 The gap in AI agent security nobody talks about: your .env is already in the context window (dev.to)
45. 我开发了一个利用 Notion 来判断哪些内容值得记住的知识评估器 I Built a Knowledge Evaluator That Uses Notion to Judge What''s Worth Remembering (dev.to)
46. 开发者不喜欢但又无法避免的两种 React 设计选择 Two React Design Choices Developers Don’t Like—But Can’t Avoid (dev.to)
49. 我距离辞职只剩一天——然后我的职业生涯发生了意想不到的转折 I Was One Day Away From Quitting — And Then My Career Took An Unexpected Turn (dev.to)
51. 互联网正变得越来越安静——谁来为下一代人工智能提供数据? The Internet Is Getting Quieter - Who Will Feed the Next Generation of AI? (dev.to)
52. 在 AWS 上使用 GitHub Actions、ECS 和 Terraform 实现 API 的 CI/CD:从提交到部署 Do commit ao deploy: CI/CD de uma API na AWS usando GitHub Actions, ECS e Terraform (dev.to)
53. 过早优化是坏事,但你的应用运行缓慢,其实只是因为你太懒了 Premature Optimization Is Bad, But Your App Is Just Slow Because You''re Lazy (dev.to)
59. 为何我们仍在JavaScript中进行GPU工作?(实时WebGPU基准测试与演示) Why Are We Still Doing GPU Work in JavaScript? (Live WebGPU Benchmark & Demo) (dev.to)
69. TLS证书即将频繁到期。以下是我的应对方案。 TLS Certificates Are About to Expire Way More Often. Here''s How I''m Handling It. (dev.to)
72. DumbQuestion.ai - 自我意识、提示注入、搜索意图...以及黑暗 DumbQuestion.ai - Self-Awareness, Prompt Injection, Search Intent... and darkness (dev.to)
73. 我追踪了我的克劳德代码代币实际流向。其中37%被浪费了。 I tracked where my Claude Code tokens actually go. 37% were wasted. (dev.to)
75. 我的一位资深工程师说的一句话,彻底改变了我对软件的认知。 One Sentence From My Senior Engineer Changed How I Think About Software (dev.to)
77. 双子座2.5闪光版与克劳德3.7十四行诗版:4大生产限制因素助我做出抉择 Gemini 2.5 Flash vs Claude 3.7 Sonnet: 4 Production Constraints That Made the Decision for Me (dev.to)
79. 我厌倦了那些破坏品牌色彩的色彩对比工具,于是自己动手开发了一个。 I got tired of color contrast tools that break brand colors. So I built my own. (dev.to)
84. 我花了10天时间开发出支持56种语言的Telegram机器人,却遭遇了营销瓶颈。随后Telegram官方推出了相同功能。 I built a 56-language Telegram bot in 10 days, hit the marketing wall. Then Telegram shipped the same feature (dev.to)
85. 为何我在智能体循环中用结构化黑板法取代了"自由思考" Why I replaced "think freely" with structured blackboarding in my agent loops (dev.to)
87. 我在OpenCode创建了一条规划管道,看看结果如何 Criei uma pipeline de planejamento no OpenCode e olha no que deu (dev.to)
89. 初级开发者并未消亡——他们只是被困在API之下 The Junior Developer Isn''t Extinct—They''re Stuck Below the API (dev.to)
92. Notion职业同步:通过Notion MCP实现一键式AI职位追踪 Notion Career Sync: 1-Click AI Job Tracker via Notion MCP (dev.to)
93. 导致谷歌忽略我整个网站的Next.js SEO漏洞(以及我如何发现它) The Next.js SEO Bug That Made Google Ignore My Entire Site (And How I Found It) (dev.to)
94. 当你的AI助手开始自我修复:重建Wiz的一周 When Your AI Agent Starts Fixing Itself: A Week of Rebuilding Wiz (dev.to)
102. 如何对AI代理进行端到端(E2E)测试:在Next.js中使用Playwright模拟API响应 How to End-to-end (E2E) Test AI Agents: Mocking API Responses with Playwright in Next.js (dev.to)
103. 若能穿越时空的忠告:2026年的科技与给高中自我的四堂课 Advice I’d Send Back in Time: Technology in 2026 and Four Lessons for My High School Self (dev.to)
104. 我将Notion转化为控制平面,用于管理18个OpenClaw人工智能代理 I Turned Notion Into a Control Plane for my 18 OpenClaw AI Agents (dev.to)
106. 我建造了一个像素艺术村庄,其中的人工智能角色拥有真实情感 I Built a Pixel Art Village Where AI Characters Have Real Emotions (dev.to)
107. 没人会读你的博客文章。他们本来也不会读我的。 Nobody Is Reading Your Blog Post. They Weren''t Going To Read Mine Either. (dev.to)
111. 我审核了Devin 3.0编写的代码库。简直是一场噩梦。 I audited a codebase written by Devin 3.0. It was a nightmare. (dev.to)
112. 如何通过MCP网关扩展Claude代码(运行任意大型语言模型、集中管理工具、控制成本) How to Scale Claude Code with an MCP Gateway (Run Any LLM, Centralize Tools, Control Costs) (dev.to)
115. 加入2026年WeCoded挑战赛,通过写作与前端艺术,共同颂扬科技领域中被忽视的声音! Join the 2026 WeCoded Challenge and Celebrate Underrepresented Voices in Tech Through Writing & Frontend Art ! (dev.to)
118. GitHub Copilot CLI挑战赛获奖名单公布——再度延期 GitHub Copilot CLI Challenge Winner Announcement - Further Delayed (dev.to)
120. 克劳德·科德的秘密生活:技能并非你所想的那样 The Secret Life of Claude Code: Skill Is Not What You Think It Is (dev.to)
121. SQLite作为MCP上下文保存器:停止将原始API数据塞进你的LLM SQLite as an MCP context saver: stop cramming raw API data into your LLM (dev.to)
122. 留存胜于点击:来自浏览器游戏分析的意外启示 Retention Over Clicks: A Surprising Lesson from Browser Game Analytics (dev.to)
123. 编程的真正本领在于调试。其余都是复制粘贴。 The Real Skill in Programming Is Debugging. Everything Else Is Copy-Paste (dev.to)
124. 我如何将"非法"参加伦敦科技展的经历转化为暑期实习机会 How My "Illegal" Visit to Tech Show London Turned Into a Summer Internship Win (dev.to)
127. 我停止代码审查:一位后端开发者与Google Gemini的实验 I Stopped Reviewing Code: A Backend Dev’s Experiment with Google Gemini (dev.to)
129. 我首次使用了Google Gemini。深入剖析我的使用体验! I used Google Gemini for the First Time. A Deep Analysis of my Experience so far! (dev.to)
136. 我创建了一个社交平台,所有内容在24小时后都会消失 i built a social platform where everything vanishes after 24 hours (dev.to)
140. 我用Claude和MCP构建了AI视频广告生成器——架构详解 I Built an AI Video Ad Generator with Claude MCP — Here''s the Architecture (dev.to)
144. Ozigi v2 变更日志:基于 Next.js、Supabase 和 Playwright 构建模块化智能内容引擎 Ozigi v2 Changelog: Building a Modular Agentic Content Engine with Next.js, Supabase, and Playwright (dev.to)
148. LoreDrop:众包本地生存工具包,由Gemini与谷歌搜索提供支持 LoreDrop: Crowdsourced Local Survival Kits, Powered by Gemini & Google Search (dev.to)
149. 周日开发者之旅:穿越开发者社区文章的合成波驾驶体验 Sunday DEV Drive: A Synthwave Driving Experience Through Your DEV Community Articles (dev.to)
150. DevStretch:为忘记自己拥有身体的开发者量身定制的抗倦怠方案 DevStretch: The Antiburnout Protocol for Devs Who Forgot They Have Bodies (dev.to)
152. 为何我周末为学生们打造了"网络免疫系统" Why I spent my weekend building a "Cyber-Immune System" for students (dev.to)
153. 当我的AI自我封锁时:宪政治理在实践中的真实面貌 When My AI Blocked Itself: What Constitutional Governance Actually Looks Like in Practice (dev.to)
154. 你的图片压缩工具已经看过你所有"免费压缩"过的照片 Your Image Compressor Has Seen Every Photo You''ve Ever "Compressed for Free" (dev.to)
159. 我管理着一支投入生产的AI代理队列——以下是确保它们诚实运作的架构设计 I Run a Fleet of AI Agents in Production — Here''s the Architecture That Keeps Them Honest (dev.to)
160. 作为开发者最难的部分并非编程,而是悄然消失。 The Hardest Part of Being a Developer Isn’t Coding. It’s Disappearing Quietly. (dev.to)
161. StenoAI - 注重隐私的人工智能会议智能工具。380 GitHub 收藏,1000 下载量 StenoAI - Privacy Focused AI meeting intelligence. 380 GitHub stars, 1000 downloads (dev.to)
164. 一款可为项目训练专属手势模型的应用! An App where you can Train your Own Hand Pose Model for your Project! (dev.to)
168. 我开发了一款人工智能安全防火墙并将其开源,因为生产环境中的应用程序正在向OpenAI泄露社会安全号码。 I built an AI security Firewall and made it open source because production apps were leaking SSNs to OpenAI (dev.to)
170. 我用Vibe编码开发了一款内部工具,将我的内容工作流程缩短了4小时 I vibe-coded an internal tool that slashed my content workflow by 4 hours (dev.to)
171. 我让AI代理运行我的生产服务器7天。看发生了什么灾难。 I Let AI Agents Run My Production Server for 7 Days. Here''s What Burned. (dev.to)
174. 正在进行中:DEV周末挑战赛!!提交截止时间为3月2日UTC时间上午7:59。 Happening Now: DEV Weekend Challenge!! Submissions due March 2 at 7:59am UTC. (dev.to)
176. Algolia Agent Studio挑战赛与GitHub CLI挑战赛获奖名单公布延期 Winner Announcement Delayed for Algolia Agent Studio Challenge and GitHub CLI Challenge (dev.to)
178. 在自托管GitLab环境中理解Kubernetes的Gitaly及内核内存消耗 Understanding Gitaly and Kernel Memory Consumption in Kubernetes on Self-Hosted GitLab (dev.to)
179. 如何让您的API具备代理就绪性:代理化时代的設計原则 How to Make Your API Agent-Ready: Design Principles for the Agentic Era (dev.to)
183. 我们运行了180次AI代理购物会话,覆盖11个模型和20家商店。以下是我们的发现: We Ran 180 AI Agent Shopping Sessions Across 11 Models and 20 Stores. Here''s What We Found (dev.to)
186. 加入由Major League Hacking(MLH)主办的"基于Google Gemini构建:写作挑战赛",赢取树莓派AI开发套件! Join the "Built with Google Gemini: Writing Challenge" Presented by Major League Hacking (MLH). Win a Raspberry Pi AI Kit! (dev.to)
190. 别再忽视RFC 2324了。这是你从未实现过却最重要的协议。 Stop Ignoring RFC 2324. It''s the Most Important Protocol You''ve Never Implemented. (dev.to)
193. 开发者认为人工智能能让他们效率提升24%。数据却显示效率下降了19%。 Developers Think AI Makes Them 24% Faster. The Data Says 19% Slower. (dev.to)
195. 数字主权的幻象:为何供应商更换并非合规策略 The Illusion of Digital Sovereignty: Why Vendor Swapping is Not a Compliance Strategy (dev.to)
197. 构建全天候运行的Claude代码封装器?看清每个子进程为何消耗5万代币 Building a 24/7 Claude Code Wrapper? Here''s Why Each Subprocess Burns 50K Tokens (dev.to)
200. 首届开发者周末挑战赛将于2月26日至3月2日举行——请提前标记日历! First DEV Weekend Challenge Launches on Feb 26 - Mar 2. Mark Your Calendar! (dev.to)
201. 我点击了“Azure门户”,才意识到自己的世界是多么渺小 I Clicked ‘Azure Portal’ and Realized How Small My World Was (dev.to)
204. cursor-lint 框架检测功能已上线——自动检测您的技术栈并推荐匹配的规则预设。不同配置对应不同规则。https://github.com/nedcodes-ok/cursor-lint Just shipped framework detection in cursor-lint — auto-detects your stack and suggests matching rule presets. Different rules for different setups. https://github.com/nedcodes-ok/cursor-lint (dev.to)
205. 经过大规模测试,我目前对.cursorrules的所有了解 Everything I''ve learned so far about .cursorrules after mass testing them (dev.to)
206. 我开发了一款将发票PDF转换为Excel的工具——以下是我意想不到的发现 I Built a Tool to Convert Invoice PDFs into Excel - Here’s What Surprised Me (dev.to)
208. 免费减压妙招(React三纤维AI超级火箭炮) How to Reduce Stress for Free (Mega Bazooka with React Three Fiber AI) (dev.to)
211. 使用 React 和 XState 构建生产级表格编辑器 Building a Production-Grade Table Editor with React and XState (dev.to)
212. 我让AI重写了40%的代码库。实际情况是这样的。 I Let AI Rewrite 40% of My Codebase. Here’s What Actually Happened. (dev.to)
215. 我打造了一个微型MCP,它能理解你的代码并节省70%代币 I Built a Tiny MCP That Understands Your Code and Saves 70% Tokens (dev.to)
217. 为何人工智能编程助手的多任务处理会失效(以及我如何修复它) Why Multitasking With AI Coding Agents Breaks Down (And How I Fixed It) (dev.to)
221. 大型语言模型并非确定性系统。要使其可靠需付出高昂代价(无论从负面意义还是正面意义而言)。 LLMs Are Not Deterministic. And Making Them Reliable Is Expensive (In Both the Bad Way and the Good Way) (dev.to)
222. 我晚上8点就离开了人生第一次黑客马拉松——但它取得了巨大成功! I Left My First Hackathon at 8 PM — And it Was a Massive Success! (dev.to)
225. 教机器人玩幼儿游戏:VLAs、Gemini 3 Flash 和 First Orchard Teaching a Robot to Play a Toddler Game: VLAs, Gemini 3 Flash, and First Orchard (dev.to)
226. 我开发了一个光标插件,用于从IDE中追踪团队的AI支出 I Built a Cursor Plugin to Track My Team''s AI Spend From the IDE (dev.to)
239. 未来属于那些能够反驳人工智能的人,而不仅仅是利用人工智能进行创作的人。 The future belongs to those who can refute AI, not just generate with AI (dev.to)
241. 我指导过37位初级开发者。以下是他们普遍犯的错误(以及为什么这并非他们的过错) I’ve Mentored 37 Junior Developers. Here’s What They All Get Wrong (And Why It’s Not Their Fault) (dev.to)
246. 恭喜"新年新气象"作品集挑战赛的优胜者与入围者! Congrats to the "New Year, New You" Portfolio Challenge Winners and Runner-Ups! (dev.to)
247. 你的Swagger文档不仅是文档——它还是一个即将诞生的测试套件 Your Swagger Doc Is More Than Documentation — It''s a Test Suite Waiting to Happen (dev.to)
248. 如果写作依然重要,如何正确写作并避免人工智能的怀疑? If Writing still Matters, How to Do it Right and Avoid AI Suspicion? (dev.to)
251. 用尽光标令牌后切换至GitHub Copilot:并行操作 Ran out of Cursor tokens and switched to GitHub Copilot: Side-by-Side (dev.to)
253. 软件的未来将涌现更多建设者。他们需要一个归属之地。 The Future of Software Has a Lot More Builders. They’re Going to Need a Home. (dev.to)
254. 新篇章开启:DEV与Major League Hacking(MLH)携手合作 A New Chapter: DEV is Joining Forces with Major League Hacking (MLH) (dev.to)
255. 若在IT面试中看到这些危险信号——赶紧逃(真实案例) If You See These Red Flags in an IT Interview — Run (Real Stories) (dev.to)
260. 2026年最宝贵的技能不是编写代码,而是删除代码。 The most valuable skill in 2026 isn''t writing code. It is deleting it. (dev.to)
261. 隆重推出我们的下一期开发者教育课程:"使用ADK构建多智能体系统" Introducing Our Next DEV Education Track: "Build Multi-Agent Systems with ADK" (dev.to)
264. 经过两年人工智能辅助编程的实践,我最终实现了真正能提升代码质量的自动化:人工智能结对编程。 After 2 years of AI-assisted coding, I automated the one thing that actually improved quality: AI Pair Programming (dev.to)
265. 网页开发远不止前端和后端(真正重要的核心要素在此) Web Development Is More Than Frontend and Backend (Here’s What Actually Matters) (dev.to)
268. 构建Vero:如何利用GitHub Copilot CLI的超级上下文功能创建高级可视化调试器 Building Vero: How I Used Super Context with GitHub Copilot CLI to Create a Premium Visual Debugger (dev.to)
269. EnvHub:基于GitHub Copilot CLI构建的零知识密码管理器 EnvHub: A Zero-Knowledge Secret Manager Built with GitHub Copilot CLI (dev.to)
274. 你开发工具链中最关键的工具,恰恰是你从未听闻过的那个 The Most Important Tool in Your Dev Stack Is One You''ve Never Heard Of (dev.to)
275. 担保:米切尔·桥本重塑开源信任的实践 Vouch: Mitchell Hashimoto’s Experiment in Restoring Trust to Open Source (dev.to)
276. 我打造了一个让Rust代码检查如魔法般神奇的TUI I Built a TUI That Makes Rust Code Inspection Feel Like Magic (dev.to)
278. Google Analytics、SaaS还是自托管?我如何选择分析技术栈 Google Analytics, SaaS, or self-hosted? How I chose my analytics stack (dev.to)
279. Python的秘密生活:使用while和reverse循环实现手动列表迭代 The Secret Life of Python: Manual List Iteration with While and Reverse Loops (dev.to)
280. 守门人恐慌:人工智能在软件开发中真正的威胁 The Gatekeeping Panic: What AI Actually Threatens in Software Development (dev.to)
284. Symfony AI:是火箭,是校车,还是介于两者之间? Symfony AI: A Rocket, a School Bus, or Something In Between? (dev.to)
286. 编程幻觉:为何下一个比尔·盖茨不会只是"提示" The Vibe Coding Delusion: Why the Next Bill Gates Won’t Just "Prompt" (dev.to)
287. 仅懂编程就够了吗?我在取证工程领域的一年实践。 Is "Knowing How to Code" Enough? My 1-Year Experiment in Forensic Engineering. (dev.to)
288. 我用Elm、Elixir和Copilot在一天内打造了一款适合口吃者的应用 I built a Stutter-Friendly App in 1 Day with Elm, Elixir, and Copilot (dev.to)
289. Git 诬陷我,CSS 欺骗我,Node 冷落我,React 重渲染我的创伤 Git Blamed Me, CSS Gaslit Me, Node Ghosted Me, React Re-rendered My Trauma (dev.to)
292. 金属鸟观察:Copilot命令行工具让我无需抬头就能观测飞机 Metal Birds Watch: Copilot CLI Helped Me Watch Planes Without Looking Up (dev.to)
295. 在迁移至Next.js、GraphQL和单仓库架构的过程中,我们如何管理600多个遗留Angular组件 How We’re Surviving 600 Legacy Angular Components While Migrating to Next.js, GraphQL, and a Monorepo (dev.to)
297. Claude全栈开发指南:真正需要的三大要素 Claude Code for Fullstack Development: The 3 Things You Actually Need (dev.to)
300. 打造了一款Vibe Coded应用,让你随心为任何图片添加风格!:D Built a Vibe Coded App where you can Style any Image you like! :D (dev.to)