2. 我用Claude和MCP構建了AI視頻廣告生成器——架構詳解 I Built an AI Video Ad Generator with Claude MCP — Here''s the Architecture (dev.to)
6. Ozigi v2 變更日誌:基於 Next.js、Supabase 和 Playwright 構建模塊化智能內容引擎 Ozigi v2 Changelog: Building a Modular Agentic Content Engine with Next.js, Supabase, and Playwright (dev.to)
10. LoreDrop:眾包本地生存工具包,由Gemini與谷歌搜索提供支持 LoreDrop: Crowdsourced Local Survival Kits, Powered by Gemini & Google Search (dev.to)
11. 週日開發者之旅:穿越開發者社區文章的合成波駕駛體驗 Sunday DEV Drive: A Synthwave Driving Experience Through Your DEV Community Articles (dev.to)
12. DevStretch:為忘記自己擁有身體的開發者量身定製的抗倦怠方案 DevStretch: The Antiburnout Protocol for Devs Who Forgot They Have Bodies (dev.to)
14. 為何我週末為學生們打造了"網絡免疫系統" Why I spent my weekend building a "Cyber-Immune System" for students (dev.to)
15. 當我的AI自我封鎖時:憲政治理在實踐中的真實面貌 When My AI Blocked Itself: What Constitutional Governance Actually Looks Like in Practice (dev.to)
16. 你的圖片壓縮工具已經看過你所有"免費壓縮"過的照片 Your Image Compressor Has Seen Every Photo You''ve Ever "Compressed for Free" (dev.to)
21. 我管理著一支投入生產的AI代理隊列——以下是確保它們誠實運作的架構設計 I Run a Fleet of AI Agents in Production — Here''s the Architecture That Keeps Them Honest (dev.to)
22. 作為開發者最難的部分並非編程,而是悄然消失。 The Hardest Part of Being a Developer Isn’t Coding. It’s Disappearing Quietly. (dev.to)
23. StenoAI - 注重隱私的人工智能會議智能工具。380 GitHub 收藏,1000 下載量 StenoAI - Privacy Focused AI meeting intelligence. 380 GitHub stars, 1000 downloads (dev.to)
26. 一款可為項目訓練專屬手勢模型的應用! An App where you can Train your Own Hand Pose Model for your Project! (dev.to)
30. 我開發了一款人工智能安全防火牆並將其開源,因為生產環境中的應用程序正在向OpenAI洩露社會安全號碼。 I built an AI security Firewall and made it open source because production apps were leaking SSNs to OpenAI (dev.to)
32. 我用Vibe編碼開發了一款內部工具,將我的內容工作流程縮短了4小時 I vibe-coded an internal tool that slashed my content workflow by 4 hours (dev.to)
33. 我讓AI代理運行我的生產服務器7天。看發生了什麼災難。 I Let AI Agents Run My Production Server for 7 Days. Here''s What Burned. (dev.to)
36. 正在進行中:DEV週末挑戰賽!!提交截止時間為3月2日UTC時間上午7:59。 Happening Now: DEV Weekend Challenge!! Submissions due March 2 at 7:59am UTC. (dev.to)
38. Algolia Agent Studio挑戰賽與GitHub CLI挑戰賽獲獎名單公佈延期 Winner Announcement Delayed for Algolia Agent Studio Challenge and GitHub CLI Challenge (dev.to)
40. 在自託管GitLab環境中理解Kubernetes的Gitaly及內核內存消耗 Understanding Gitaly and Kernel Memory Consumption in Kubernetes on Self-Hosted GitLab (dev.to)
41. 如何讓您的API具備代理就緒性:代理化時代的設計原則 How to Make Your API Agent-Ready: Design Principles for the Agentic Era (dev.to)
45. 我們運行了180次AI代理購物會話,覆蓋11個模型和20家商店。以下是我們的發現: We Ran 180 AI Agent Shopping Sessions Across 11 Models and 20 Stores. Here''s What We Found (dev.to)
48. 加入由Major League Hacking(MLH)主辦的"基於Google Gemini構建:寫作挑戰賽",贏取樹莓派AI開發套件! Join the "Built with Google Gemini: Writing Challenge" Presented by Major League Hacking (MLH). Win a Raspberry Pi AI Kit! (dev.to)
52. 別再忽視RFC 2324了。這是你從未實現過卻最重要的協議。 Stop Ignoring RFC 2324. It''s the Most Important Protocol You''ve Never Implemented. (dev.to)
55. 開發者認為人工智能能讓他們效率提升24%。數據卻顯示效率下降了19%。 Developers Think AI Makes Them 24% Faster. The Data Says 19% Slower. (dev.to)
57. 數字主權的幻象:為何供應商更換並非合規策略 The Illusion of Digital Sovereignty: Why Vendor Swapping is Not a Compliance Strategy (dev.to)
59. 構建全天候運行的Claude代碼封裝器?看清每個子進程為何消耗5萬代幣 Building a 24/7 Claude Code Wrapper? Here''s Why Each Subprocess Burns 50K Tokens (dev.to)
62. 首屆開發者週末挑戰賽將於2月26日至3月2日舉行——請提前標記日曆! First DEV Weekend Challenge Launches on Feb 26 - Mar 2. Mark Your Calendar! (dev.to)
63. 我點擊了“Azure門戶”,才意識到自己的世界是多麼渺小 I Clicked ‘Azure Portal’ and Realized How Small My World Was (dev.to)
66. cursor-lint 框架檢測功能已上線——自動檢測您的技術棧並推薦匹配的規則預設。不同配置對應不同規則。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)
67. 經過大規模測試,我目前對.cursorrules的所有了解 Everything I''ve learned so far about .cursorrules after mass testing them (dev.to)
68. 我開發了一款將發票PDF轉換為Excel的工具——以下是我意想不到的發現 I Built a Tool to Convert Invoice PDFs into Excel - Here’s What Surprised Me (dev.to)
70. 免費減壓妙招(React三纖維AI超級火箭炮) How to Reduce Stress for Free (Mega Bazooka with React Three Fiber AI) (dev.to)
73. 使用 React 和 XState 構建生產級表格編輯器 Building a Production-Grade Table Editor with React and XState (dev.to)
74. 我讓AI重寫了40%的代碼庫。實際情況是這樣的。 I Let AI Rewrite 40% of My Codebase. Here’s What Actually Happened. (dev.to)
77. 我打造了一個微型MCP,它能理解你的代碼並節省70%代幣 I Built a Tiny MCP That Understands Your Code and Saves 70% Tokens (dev.to)
79. 為何人工智能編程助手的多任務處理會失效(以及我如何修復它) Why Multitasking With AI Coding Agents Breaks Down (And How I Fixed It) (dev.to)
83. 大型語言模型並非確定性系統。要使其可靠需付出高昂代價(無論從負面意義還是正面意義而言)。 LLMs Are Not Deterministic. And Making Them Reliable Is Expensive (In Both the Bad Way and the Good Way) (dev.to)
84. 我晚上8點就離開了人生第一次黑客馬拉松——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)
87. 教機器人玩幼兒遊戲:VLAs、Gemini 3 Flash 和 First Orchard Teaching a Robot to Play a Toddler Game: VLAs, Gemini 3 Flash, and First Orchard (dev.to)
88. 我開發了一個光標插件,用於從IDE中追蹤團隊的AI支出 I Built a Cursor Plugin to Track My Team''s AI Spend From the IDE (dev.to)
101. 未來屬於那些能夠反駁人工智能的人,而不僅僅是利用人工智能進行創作的人。 The future belongs to those who can refute AI, not just generate with AI (dev.to)
103. 我指導過37位初級開發者。以下是他們普遍犯的錯誤(以及為什麼這並非他們的過錯) I’ve Mentored 37 Junior Developers. Here’s What They All Get Wrong (And Why It’s Not Their Fault) (dev.to)
108. 恭喜"新年新氣象"作品集挑戰賽的優勝者與入圍者! Congrats to the "New Year, New You" Portfolio Challenge Winners and Runner-Ups! (dev.to)
109. 你的Swagger文檔不僅是文檔——它還是一個即將誕生的測試套件 Your Swagger Doc Is More Than Documentation — It''s a Test Suite Waiting to Happen (dev.to)
110. 如果寫作依然重要,如何正確寫作並避免人工智能的懷疑? If Writing still Matters, How to Do it Right and Avoid AI Suspicion? (dev.to)
113. 用盡光標令牌後切換至GitHub Copilot:並行操作 Ran out of Cursor tokens and switched to GitHub Copilot: Side-by-Side (dev.to)
115. 軟件的未來將湧現更多建設者。他們需要一個歸屬之地。 The Future of Software Has a Lot More Builders. They’re Going to Need a Home. (dev.to)
116. 新篇章開啟:DEV與Major League Hacking(MLH)攜手合作 A New Chapter: DEV is Joining Forces with Major League Hacking (MLH) (dev.to)
117. 若在IT面試中看到這些危險信號——趕緊逃(真實案例) If You See These Red Flags in an IT Interview — Run (Real Stories) (dev.to)
122. 2026年最寶貴的技能不是編寫代碼,而是刪除代碼。 The most valuable skill in 2026 isn''t writing code. It is deleting it. (dev.to)
123. 隆重推出我們的下一期開發者教育課程:"使用ADK構建多智能體系統" Introducing Our Next DEV Education Track: "Build Multi-Agent Systems with ADK" (dev.to)
126. 經過兩年人工智能輔助編程的實踐,我最終實現了真正能提升代碼質量的自動化:人工智能結對編程。 After 2 years of AI-assisted coding, I automated the one thing that actually improved quality: AI Pair Programming (dev.to)
127. 網頁開發遠不止前端和後端(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)
130. 構建Vero:如何利用GitHub Copilot CLI的超級上下文功能創建高級可視化調試器 Building Vero: How I Used Super Context with GitHub Copilot CLI to Create a Premium Visual Debugger (dev.to)
131. EnvHub:基於GitHub Copilot CLI構建的零知識密碼管理器 EnvHub: A Zero-Knowledge Secret Manager Built with GitHub Copilot CLI (dev.to)
136. 你開發工具鏈中最關鍵的工具,恰恰是你從未聽聞過的那個 The Most Important Tool in Your Dev Stack Is One You''ve Never Heard Of (dev.to)
137. 擔保:米切爾·橋本重塑開源信任的實踐 Vouch: Mitchell Hashimoto’s Experiment in Restoring Trust to Open Source (dev.to)
138. 我打造了一個讓Rust代碼檢查如魔法般神奇的TUI I Built a TUI That Makes Rust Code Inspection Feel Like Magic (dev.to)
140. Google Analytics、SaaS還是自託管?我如何選擇分析技術棧 Google Analytics, SaaS, or self-hosted? How I chose my analytics stack (dev.to)
141. Python的秘密生活:使用while和reverse循環實現手動列表迭代 The Secret Life of Python: Manual List Iteration with While and Reverse Loops (dev.to)
142. 守門人恐慌:人工智能在軟件開發中真正的威脅 The Gatekeeping Panic: What AI Actually Threatens in Software Development (dev.to)
146. Symfony AI:是火箭,是校車,還是介於兩者之間? Symfony AI: A Rocket, a School Bus, or Something In Between? (dev.to)
148. 編程幻覺:為何下一個比爾·蓋茨不會只是"提示" The Vibe Coding Delusion: Why the Next Bill Gates Won’t Just "Prompt" (dev.to)
149. 僅懂編程就夠了嗎?我在取證工程領域的一年實踐。 Is "Knowing How to Code" Enough? My 1-Year Experiment in Forensic Engineering. (dev.to)
150. 我用Elm、Elixir和Copilot在一天內打造了一款適合口吃者的應用 I built a Stutter-Friendly App in 1 Day with Elm, Elixir, and Copilot (dev.to)
151. Git 誣陷我,CSS 欺騙我,Node 冷落我,React 重渲染我的創傷 Git Blamed Me, CSS Gaslit Me, Node Ghosted Me, React Re-rendered My Trauma (dev.to)
154. 金屬鳥觀察:Copilot命令行工具讓我無需抬頭就能觀測飛機 Metal Birds Watch: Copilot CLI Helped Me Watch Planes Without Looking Up (dev.to)
157. 在遷移至Next.js、GraphQL和單倉庫架構的過程中,我們如何管理600多個遺留Angular組件 How We’re Surviving 600 Legacy Angular Components While Migrating to Next.js, GraphQL, and a Monorepo (dev.to)
159. Claude全棧開發指南:真正需要的三大要素 Claude Code for Fullstack Development: The 3 Things You Actually Need (dev.to)
162. 打造了一款Vibe Coded應用,讓你隨心為任何圖片添加風格!:D Built a Vibe Coded App where you can Style any Image you like! :D (dev.to)
171. 你的"稍後閱讀"列表已成墳場。是時候停止囤積了。 Your "Read Later" list is a graveyard. It is time to stop hoarding. (dev.to)
172. 我不再試圖學習每一種DevOps工具:轉而開始構建一個平臺 I Stopped Trying to Learn Every DevOps Tool: And Started Building a Platform Instead (dev.to)
176. 雲端並非你的電腦:為何Go和Rust開發者暗自懷念單體架構 The Cloud Is Not Your Computer: Why Go and Rust Developers Secretly Miss the Monolith (dev.to)
178. 為何學習基礎機器人技術讓我在人工智能時代成為更優秀的軟件工程師 Why Learning Basic Robotics Made Me a Better Software Engineer in the Age of AI (dev.to)
180. 我們該如何看待《JavaScript現狀報告》及其他開發者調查的可信度? How Seriously Should We Take State of JS and Other Developer Surveys? (dev.to)
181. Claude全棧開發指南:真正需要的三大要素 Claude Code for Fullstack Development: The 3 Things You Actually Need (dev.to)
183. 適者生存:2026年軟件工程領域的突破之路 Only The Strong Survive: Breaking Into Software Engineering in 2026 (dev.to)
184. ContractCompass:真正懂得人話的人工智能合同分析師 ContractCompass: Your AI Contract Analyst That Actually Speaks Human (dev.to)
185. 新增功能:我的作品集主題會根據節日自動變換(因為這樣很有趣) Implemented a Feature where the Theme on my Portfolio changes based on the Holiday (Because it''s fun) (dev.to)
186. dev.to如何成為我在網絡世界中的舒適角落(以及我的新年決心) How dev.to became my comfortable corner of the internet (and my New Year resolution) (dev.to)
187. 一個荒誕的主意:在航站樓裡用GitHub Copilot CLI上演《星球大戰》光劍對決 A Silly Idea: A Star Wars Lightsaber Duel in the Terminal with GitHub Copilot CLI (dev.to)
190. Fishjam.io如何利用Gemini Live構建多語音AI遊戲 How Fishjam.io Built a Multi-Speaker AI Game using Gemini Live (dev.to)
196. 超越RAG:利用知識圖譜構建具備"深度記憶"的人工智能伴侶 Beyond RAG: Building an AI Companion with "Deep Memory" using Knowledge Graphs (dev.to)
203. PortSwigger 2025年十大網絡入侵技術深度解析 PortSwigger''s Top 10 Web Hacking Techniques of 2025 — A Deep Dive (dev.to)
205. 我厭倦了當單槍匹馬的開發團隊(於是造了這個東西) I Got Tired of Being a One-Man Dev Team (So I Built This Thing) (dev.to)
206. 構建DevPulse:80分鐘內使用GitHub Copilot CLI創建項目健康檢查器 Building DevPulse: A Project Health Checker in 80 Minutes with GitHub Copilot CLI (dev.to)
209. Laravel 與 Storyblok:開啟實時可視化編輯器 Laravel & Storyblok: Enabling the Real-Time Visual Editor (dev.to)
211. 280 漏洞技能:OpenClaw 與 ClawHub 如何暴露 API 密鑰和個人身份信息 280 Leaky Skills: How OpenClaw & ClawHub Are Exposing API Keys and PII (dev.to)
212. 我讓克勞德AI代理創造了自己的語言。這使令牌成本降低了63%。 I Made My Claude AI Agents Invent Their Own Language. It Cut Token Costs by 63%. (dev.to)
216. 《Python的秘密生活:安全網(''try''和''except'')》 The Secret Life of Python: The Safety Net (''try'' and ''except'') (dev.to)
217. MindsEye Algolia Agent Studio:將搜索轉化為結構化、賬本優先的購物旅程 MindsEye Algolia Agent Studio: Turning Search Into a Structured, Ledger-First Shopping Journey (dev.to)
218. 如何避免每次更換LLM服務商時都要重寫代碼 How I Stopped Rewriting My Code Every Time I Switched LLM Providers (dev.to)
222. 歡迎來到基金會:守護開發者知識的公共家園 Welcome to The Foundation: Preserving Developer Knowledge in Public (dev.to)
227. 鄧寧-克魯格效應與冒名頂替綜合徵:開發者鮮少提及的隱性警示。 Dunning-Kruger Effect and Imposter Syndrome: Developer''s Hidden Caveat that is Rarely Spoken Off. (dev.to)
229. 對Gemini CLI有疑問?Google團隊將在全新直播系列中解答DEV社區的問題! Got Gemini CLI questions? The Google team will answer DEV''s questions in their new livestream series! (dev.to)
231. 我知道這會讓某些開發者不爽,但 Tailwind Shadcn/ui Shadow DOM 痛苦 I Know This Will Upset Some Devs, but Tailwind Shadcn/ui Shadow DOM Pain (dev.to)
234. Postman終結了免費團隊協作——最佳替代方案推薦 Postman Killed Free Team Collaboration — Here Are the Best Postman Alternatives (dev.to)
235. 服務器發送事件在95%的實時應用中勝過WebSockets(原因如下) Server-Sent Events Beat WebSockets for 95% of Real-Time Apps (Here''s Why) (dev.to)
238. 停止安裝庫:10個已解決你問題的瀏覽器API Stop Installing Libraries: 10 Browser APIs That Already Solve Your Problems (dev.to)
241. 在AWS Lambda上構建MCP服務器:完整的無服務器架構指南 Building an MCP Server on AWS Lambda: Complete Serverless Architecture Guide (dev.to)
247. 對應分析:什麼是對應分析?如何用Python實現?以《火影忍者》為例 Análise de correspondência, o que é e como fazer com Python, usando Naruto como exemplo (dev.to)
249. 對於99%的應用而言,Kubernetes是過度設計(我們每天在Docker Compose上運行50萬條日誌) Kubernetes Is Overkill for 99% of Apps (We Run 500k Logs/Day on Docker Compose) (dev.to)
252. 讓我們瞬間成為百萬富翁(黃金噴泉搭配React三纖) Let’s Become a Millionaire in a Second (Gold Fountain with React Three Fiber) (dev.to)
253. DigitalOcean在Dev.to:面向開發者的實用人工智能洞察 DigitalOcean on Dev.to: Practical AI Insights for Builders (dev.to)
254. 在線社區的衰落及其與DEV的不同之處(至少有一點不同,我希望如此) Online Community Demise and why DEV is Different (at least a little bit, I hope) (dev.to)
256. 編譯器從不使用諷刺:為何神經多樣性程序員對人工智能感到不安 The Compiler Never Used Sarcasm: Why AI Feels Unsafe to the Neurodivergent Coder (dev.to)
259. 從本地SQLite腳本到基於GitHub Copilot CLI的雲平臺 From Local SQLite Scripts to a Cloud Platform with GitHub Copilot CLI (dev.to)
265. 初級開發者還應該硬著頭皮學JavaScript嗎? Should Junior Developers Still Learn JavaScript the Hard Way? (dev.to)
268. Logtide 0.5.0:讓可觀測性更簡單、更強大 Logtide 0.5.0: Making Observability Simpler and More Powerful (dev.to)
271. 頁面生命週期功能:固定頁面、運行事務以及在SQLite中實現持久化 Pager Lifecycle Functions: Pinning Pages, Running Transactions, and Making Them Stick in SQLite (dev.to)
277. 我為克勞德·科德打造了一個大腦,因為它總是忘東忘西 I built a brain for Claude Code because it keeps forgetting everything (dev.to)
281. 不討喜的觀點:我停止了週末編程,職業生涯反而更順了。 Unpopular Opinion: I stopped coding on weekends and my career got better. (dev.to)
285. GitHub Copilot CLI挑戰徽章現已上線 28次贏取獎品的機會! GitHub Copilot CLI Challenge Badges Are Here 28 Chances to Win a Prize! (dev.to)
286. Bifrost的MCP網關與代碼模式如何賦能生產級LLM網關 How Bifrost’s MCP Gateway and Code Mode Power Production-Grade LLM Gateways (dev.to)
294. 我花了一年時間開發一款PWA應用,用於追蹤150家咖啡館的工作空間。人工智能真的幫上忙了嗎?還是說它只是給我弄了個"咖啡版Tinder"? I spent a year building a PWA to track 150 cafe workspaces. Did AI actually help, or did it just give me a "Tinder for Coffee"? (dev.to)
296. 讓我們共同構築神經多樣性的未來。誠邀創意、痛點與開發者加入。為多動症、自閉症及閱讀障礙群體打造解決方案。 Let’s Architect the Future of Neurodiversity. Open Call for Ideas, Pain Points, and Devs. Building for ADHD, Autism, & Dyslexia. (dev.to)
297. 作為開發者,我如何實際運用AI(以及它仍存在哪些缺陷) How I Actually Use AI as a Developer (And Where It Still Breaks) (dev.to)
298. Symfony AI:當一輛塗成火箭的校車假裝要飛向軌道時 Symfony AI: When a School Bus Painted as a Rocket Pretends to Go to Orbit (dev.to)