Dev.to 熱門 Lite

10-23 Why an 80-Year-Old Math Book Fixed My AI Coding Agent (dev.to)

02:28 DEV Pet Corner #3: Show Us Your Pets! (dev.to)

10-23 How to Make RAG Show Its Evidence: Claim Verification at 15M-Document Scale (dev.to)

4. 一個小型、並不太聰明的模型，在以1.15美元的價格解讀房產契約時，準確率從10%提升到了99.6%，而且它會提示“請檢查這一行”，而不是虛張聲勢

00:39 A small, not-so-smart model went from 10% to 99.6% at reading property deeds for 1.15, and it says ''check this line'' instead of bluffing (dev.to)

5. 如何在黑客馬拉松中不落敗？5個步驟

10-23 5 Steps on How to not loose at a hackathon? (dev.to)

6. 我贏得了參加 GitHub Universe 的名額。但那個座位將空著，這太不公平了

10-25 I Earned a Seat at GitHub Universe. It''ll Stay Empty, and That''s Not Fair (dev.to)

7. 三次考試都失敗了，而LLM卻說對了

10-05 Three Times My Test Failed and the LLM Was Right (dev.to)

8. Humanizer 獲得了約 60,000 個星標。在我的 12 個公開任務中，我的代碼檢查插件的得分比它高出 2.67 分。

10-24 Humanizer has about 60,000 stars. On 12 public tasks my linter plugin scored 2.67 higher (dev.to)

9. 我不是開發團隊的一員。但我還是從公開代碼中排查出了他們遺漏的徽章問題。（而且我的第一次測試結果是錯的。）

10-25 I''m Not on the DEV Team. I Still Debugged Their Missing Badges From Public Code. (And My First Test Was Wrong.) (dev.to)

10. 以小時計，而非以周計：人工智能如何重塑軟件安全的節奏

10-24 Hours, Not Weeks: How AI Rewrote the Clock of Software Security (dev.to)

11. PHP2Shell：你的代碼沒問題，是引擎有問題

10-23 PHP2Shell: Your Code Was Fine, The Engine Was Not (dev.to)

12. Hush：我在自己的通知中隱藏了10條緊急信息。Gemma OS在設備上成功找到了全部10條。

10-23 Hush: I Hid 10 Emergencies in My Own Notifications. An On-Device Gemma OS Found All 10. (dev.to)

13. 利用 Gemini 和 Google Docs 構建一個基於多模態建議的人工智能寫作輔導工具

10-23 Building a Multimodal, Suggestion-Based AI Writing Coach with Gemini and Google Docs (dev.to)

14. 我讓一個“開放式”模型刪除了我保存的1,242篇文章。這是故意的。我感覺輕鬆多了。

10-23 I let an open model delete 1,242 of my saved articles. On purpose. I feel lighter. (dev.to)

15. Availazy：Gemma 4 在我的筆記本電腦上查看志願者群聊，Python 處理日期，而我只需回答“是”或“否”

10-23 Availazy: Gemma 4 reads the volunteer group chat on my laptop, Python does the dates, and I just say yes or no (dev.to)

16. 人工智能正在斬獲文學獎項。但數據表明，事實並非如此。

10-23 AI Is Winning Literary Awards. The Data Says That''s Not What''s Happening. (dev.to)

17. 926 步、兩次前額葉切除術和零次輕推：在 Gemini、Claude 和 GPT-OSS 上對“承諾機器”進行飛行測試

10-23 926 Steps, Two Lobotomies, and Zero Nudges: Flight-Testing the Commitment Machine Across Gemini, Claude, and GPT-OSS (dev.to)

18. 開發者機會雷達第22期：Basis 5萬美元獎學金、Perplexity AI 研究獎學金以及巴塞羅那足球俱樂部數據分析黑客馬拉松

10-24 Dev Opportunity Radar #22: 50K Basis Fellowship, Perplexity AI Research Fellowship, and FC Barcelona Analytics Hackathon (dev.to)

19. 我製作了一個像素英雄，它會提醒我喝水（而且完全可以在我的筆記本電腦上運行）

10-23 I Built a Pixel Hero That Nags Me to Drink Water (and Runs 100% on My Laptop) (dev.to)

20. 未見相關報道

10-13 Nothing Reported It (dev.to)

21. “公開開發”無處不在。這真的能幫你吸引客戶嗎？

10-22 "Build in Public" Is Everywhere. Does It Actually Get You Customers? (dev.to)

22. 用戶的密碼到底存儲在哪裡？自託管版與託管版 Keycloak 對比

10-21 Where Do Your Users'' Passwords Actually Live? Self-Hosted vs Managed Keycloak (dev.to)

23. “被埋沒的好文”第1期：五篇值得更多關注的優質文章

10-17 Buried Reads #1: Five Good Posts That Deserve More Attention (dev.to)

24. 如何通過 dev.to API 發佈文章

10-21 How to publish posts via the dev.to API (dev.to)

25. 祝賀“理智挑戰賽”的獲獎者們！

10-22 Congrats to the Sanity Challenge Winners! (dev.to)

26. 別在我和你的人工智能之間充當中間人

10-22 Don''t Be a Proxy Between Me and Your AI (dev.to)

27. 我修復了 Linux 上的 WebGPU，然後卻忘了是怎麼做到的。

10-22 I Fixed WebGPU on Linux. Then Forgot How I Did It. (dev.to)

28. 人工智能讓編程成本降低了。那麼，為什麼開發軟件仍然如此昂貴呢？

10-22 AI Made Coding Cheaper. So Why Is Building Software Still So Expensive? (dev.to)

29. 進程與線程：Linux 內核的視角

10-20 Processes vs Threads, as the Linux Kernel Sees Them (dev.to)

30. 我開發了 slothd：一款“本地優先”、支持離線運行的 AI 守護進程，它能耐心地整理你雜亂的工作區

10-22 I Built slothd: A Local-First, Offline-Capable AI Daemon That Patiently Organizes Your Messy Workspace (dev.to)

31. 當你能製作任何東西時，你會製作什麼？

10-20 What Do You Make When You Can Make Anything? (dev.to)

32. 我厭倦了每次都要走進實驗室檢查低溫冷卻器的壓力，於是就製作了一個工具來代替我完成這項工作

10-22 I Got Tired of Coming into my Lab to Check the Pressure of my Cryocooler so I Built a Tool to do it for Me (dev.to)

33. 總在 dev.to 上看到同樣的話題？一個開放模型解決了這個問題。

10-20 Stuck in the same dev.to topics? An open model fixed it. (dev.to)

34. is-kit 獲得 100 顆星自 50 顆星以來有哪些變化

10-16 is-kit Reached 100 Stars Here’s What Changed Since 50 (dev.to)

35. 我是一名電子與計算機工程（ECE）專業的大一學生，正在嘗試弄清楚“精英發展路徑”與單純做項目之間的區別

10-20 I''m a First-Year ECE Student Trying to Figure Out "The Prestige Path" vs. Just Building Stuff (dev.to)

36. “驗證陷阱”：為什麼生成式人工智能讓資深工程師的工作效率變低（以及如何解決）

10-19 The Verification Trap: Why Generative AI Is Making Senior Engineers Slower (and How to Fix It) (dev.to)

37. 如何成為科技大會演講者（以及你可能會為此後悔的原因）

10-21 How to Become a Tech Conference Speaker (And Why You Might Regret It) (dev.to)

38. 構建一款開源支持工具，將您的文檔轉化為可複用的知識

10-21 Building an Open-Source Support Tool That Turns Your Docs into Reusable Knowledge (dev.to)

39. 專為一人打造的應用：為什麼Devpost技能包反而讓我決定開發它

10-20 An App Built for One: Why a Devpost Skill Pack Made Me Spec It Anyway (dev.to)

40. 大家好！！

10-20 Hello world!! (dev.to)

41. 無需異步開銷的生成式 UI：bloc_signals_genui 1.0 正式發佈

10-20 Generative UI Without the Async Tax: Introducing bloc_signals_genui 1.0 (dev.to)

42. 別再把營銷頁面當成產品特性頁面來發布了

10-19 Stop Shipping Marketing Pages Like Product Features (dev.to)

43. 我開發了一個 AWS 代理，可以在你克隆 GitHub 倉庫之前對其進行評分

10-16 I built an AWS agent that scores any GitHub repo before you clone it (dev.to)

44. 不知從何時起，編程不再被允許是件有趣的事了

10-20 Somewhere, Coding Stopped Being Allowed to Be Fun (dev.to)

45. 瀏覽器本身已經具備優先級機制。而你的 debounce(300) 卻沒有。

10-19 The Browser Already Has a Priority System. Your debounce(300) Does Not. (dev.to)

46. 我修復了這個 bug。結果我的管道卻無法運行了。

10-20 I Fixed The Bug. Then My Pipeline Refused to Run. (dev.to)

47. 銀行向日記賬發送提醒，由當地的Gemma處理

10-19 Bank alerts to a day-book, with a local Gemma (dev.to)

48. 你代理程序中的重試漏洞並不是人工智能問題，而是一個基於大型語言模型（LLM）的分佈式系統問題。

10-19 Your agent''s retry bug isn''t an AI problem. It''s a distributed-systems problem with an LLM on top. (dev.to)

49. 我如何利用 Claude 和 Next.js 在一個週末內構建了一個 SaaS 應用——真實詳解

10-17 How I built a SaaS in a weekend with Claude Next.js — the honest breakdown (dev.to)

50. 在2026年用C語言開發Web應用並非異想天開，這或許就是未來

10-19 Writing C for the Web in 2026 Isn''t Insane. It Might Be the Future (dev.to)

51. 終端讓我成為了一名更好的開發者（但原因卻出乎我的意料）

10-19 The Terminal Made Me a Better Developer (And Not for the Reasons I Expected) (dev.to)

52. 那個我每年冬天都在等待的花園

10-16 The Garden I Wait for Every Winter (dev.to)

53. 我為 DEV 開發了一個新標籤頁擴展程序

10-19 I Built a New Tab Extension for DEV (dev.to)

54. 我的代理將“我還沒決定”變成了“還不是時候”。現在，該模型被禁止自行編寫記憶。

10-18 My Agent Turned "I Haven''t Decided" Into "Not Yet." Now the Model Isn''t Allowed to Write Its Own Memory. (dev.to)

55. 人工智能帶我上了三個舞臺。但我還是不喜歡公開演講。

10-18 AI Took Me to Three Stages. I Still Don''t Like Public Speaking. (dev.to)

56. 如果你是真人，你來這裡是為了什麼？

10-17 If you are a human, what are you looking for here? (dev.to)

57. 使用 Tinker 對 Qwen3-8B 進行微調：準確率從 50% 提升至 76%，並耗盡了我的預算

10-13 Fine-Tuning Qwen3-8B with Tinker: From 50% to 76% Accuracy, and Burning Through My Budget (dev.to)

58. DEV 寵物角 #2：快來展示你的寵物吧！

10-18 DEV Pet Corner #2: Show Us Your Pets! (dev.to)

59. 一個 Rust Unicode 漏洞，三種編碼模型：可重現的對比

10-18 One Rust Unicode Bug, Three Coding Models: A Reproducible Comparison (dev.to)

60. 兌現承諾：歡迎來到DEV名人堂（65位作者，65部傑作）

10-18 Promise Delivered: Welcome to the DEV Hall of Fame (65 Authors, 65 Masterpieces) (dev.to)

61. 人工智能讓你的簡單工作變得無需費力。這讓你變得更有價值。

10-17 AI Made Your Easy Work Free. That Made You More Valuable. (dev.to)

62. 我們在eBay上搜索了237種被召回的產品。在12,562條商品信息中，只有45條標明瞭型號。

10-17 We Searched eBay for 237 Recalled Products. Only 45 of 12,562 Listings Named the Model. (dev.to)

63. 從0美元到我的第一筆10美元：我是如何創建AudioBite.tech來終結語音備忘錄的“混亂稅”的

10-17 From 0 to My First 10: How I Built AudioBite.tech to End the Voice-Note Chaos Tax (dev.to)

64. AI 奪走了我們的快樂之地

10-16 AI Stole Our Happy Place (dev.to)

65. 在二手 8 GB RTX 3050 上運行 Gemma 4：單用戶 116 個令牌/秒，64 個用戶時為 618 個令牌/秒

10-15 Gemma 4 on a Used 8 GB RTX 3050: 116 Tokens/s for One User, 618 for 64 (dev.to)

66. Docker 的底層工作原理：瞭解命名空間如何隔離容器，以及 cgroups 如何阻止“fork 炸彈”

10-15 How Docker Works Under the Hood: Watch Namespaces Isolate a Container and cgroups Stop a Fork Bomb (dev.to)

67. 我如何在一次設有獎項的全球青少年黑客馬拉松中使用Godot開發了一款動作遊戲

10-13 How I Built an Action Game with Godot During a Global Teen Hackathon with Prizes (dev.to)

68. 錯誤出在接縫處，而非邏輯中

10-02 The Bug Lives at the Seam, Not in the Logic (dev.to)

69. 範圍蔓延防護：一款本地化的 Gemma AI，能直接告訴客戶“這超出了範圍”（這樣你就不用開口了）發佈狀態：true

10-16 Scope-Creep Guard: A Local Gemma AI That Tells Clients "That''s Out of Scope" (So You Don''t Have To) published: true (dev.to)

70. 只剩八分鐘可活。是光標的問題，還是規格的問題？

10-16 Eight Minutes to Live. Was It Cursor, or Was It the Spec? (dev.to)

71. 編程水平越高，就越難停下來

10-15 The Better You Get at Coding, the Harder It Gets to Switch Off (dev.to)

72. 還有人希望自己能多交幾個開發者朋友嗎？

10-14 Anyone else wish they had more developer friends? (dev.to)

73. 奇點新聞 :: 0010

10-13 Singularity News :: 0010 (dev.to)

74. 深度學習考試教會我的10種提示技巧（我現在確實還在用）

09-11 10 Prompting Techniques My Deep Learning Exam Taught Me (That I Actually Use Now) (dev.to)

75. 在利用人工智能進行開發時，我真正學到了什麼

10-16 What I Actually Learn When I Build With AI (dev.to)

76. 藍色十月

10-16 Blue October (dev.to)

77. 記憶不等於學習：為什麼人工智能代理會不斷犯同樣的錯誤

10-14 Memory Isn’t Learning: Why AI Agents Keep Making the Same Mistakes (dev.to)

78. 你本週有什麼收穫？！

09-29 What was your win this week?! (dev.to)

79. 開發者機會雷達第21期：50萬美元Y Combinator融資、Bolt Builders周以及人工智能安全研究駐留項目

10-17 Dev Opportunity Radar #21: 500K Y Combinator Funding, Bolt Builders Week, and AI Safety Research Residency (dev.to)

80. 將 SEO 組件集成到 Discord 中

10-14 Integrating SEO Components into Discord (dev.to)

81. 關於 GitHub Actions 你至少需要了解的內容

10-14 The minimum you need to know about GitHub Actions (dev.to)

82. 關於“說不”：源泉會枯竭嗎？

10-14 On Saying No: Will the Well Dry Up? (dev.to)

83. 根據你的科技行業職位，你在《生化危機》中生存下來的幾率有多大？

10-16 What Are Your Chances of Surviving Resident Evil Based on Your Tech Job? (dev.to)

84. 自然語言也存在設計上的權衡：格魯吉亞語是動態類型的，英語是靜態類型的

10-16 Natural Languages Have Design Trade-offs Too: Georgian Is Dynamically Typed, English Is Statically Typed (dev.to)

85. 我為人工智能編程代理開發了一臺測謊儀。然後我讀了規則。

10-15 I built a lie detector for AI coding agents. Then I read the rules. (dev.to)

86. 我利用 Vibe 編碼成功避開了 Angular 的升級

10-07 I Vibe-Coded My Way Out of Angular Upgrades (dev.to)

87. 代理人的計劃不等於許可

10-13 An Agent’s Plan Isn’t Permission (dev.to)

88. 請求、承諾、斷言和聲明：將我們的AI代理工作流重構為一臺1986年的“承諾言語”機器

10-15 Requests, Promises, Assertions, and Declarations: Rewriting Our AI Agent Workflow as a 1986 ''Committed Speech'' Machine (dev.to)

89. AI 虛擬形象 v25（虛擬形象運行、體素虛擬形象、肌肉大腦）

09-14 AI Avatar v25 (Avatar Run, Voxel Avatar, Muscle Brain) (dev.to)

90. 我跟AI爭論了一番，直到它為把我的課程稱為“AI垃圾”而道歉

10-13 I argued with AI until it apologized for calling my course "AI Slop" (dev.to)

91. 使用 llamadart 實現本地化語音：為 Llama Village 賦予聲音

10-14 Local speech with llamadart: giving Llama Village a voice (dev.to)

92. 在不使用模式庫的情況下，如何在 TypeScript 中對 unknown 進行驗證？

10-13 How Do You Validate unknown in TypeScript Without a Schema Library? (dev.to)

93. 通過端到端評估構建更優秀的智能體

10-14 Building Better Agents through End-to-End Evals (dev.to)

94. 針對用戶流失的設計

10-14 Design for Churn (dev.to)

95. 9,050份由AI撰寫的劇本讓我對“Slop”有了哪些認識

10-13 What 9,050 AI-Written Scripts Taught Me About Slop (dev.to)

96. 在單個 TPU v5e 上，小型 Apache-2.0 模型與 Gemma 4 E2B 的對比：哪些模型能跟上？

10-13 Small Apache-2.0 Models Against Gemma 4 E2B on One TPU v5e: Which Ones Keep Up? (dev.to)

97. 本地大型語言模型（LLM）能否取代Claude Code？大家常引用的那個基準測試其實是錯誤的。

10-13 Can a local LLM replace Claude Code? The benchmark everyone quotes is the wrong one. (dev.to)

98. 有人黑入了法國400家超市的冷凍櫃

10-14 Someone hacked the freezers at 400 French supermarkets (dev.to)

99. 你的瀏覽器居然能幹這個？！5項真正好用的AI功能

10-14 Your Browser Can Do WHAT?! 5 AI Features That Actually Work (dev.to)

100. “Localhost”是個謊言：大學教育對現實世界技術的所有忽視

10-14 ''Localhost'' is a Lie: Everything Uni Missed About Real-World Tech (dev.to)

101. 一個 rm -f 命令悄無聲息地禁用了我的崩潰檢測功能

10-05 One rm -f Silently Disabled My Crash Detection (dev.to)

102. GitHub 不僅僅是一個遠程 Git 服務器：Spoke 集群、Fork Alternates 和 Actions Runner 沙箱在幕後是如何工作的

10-10 GitHub Isn''t Just a Remote Git Server: How Spoke Clusters, Fork Alternates, and Actions Runner Sandboxes Work Under the Hood (dev.to)

103. AI疲勞？是啊，我懂。

10-10 AI Fatigue? Yea I know. (dev.to)

104. 我對格蕾絲·霍珀慶典被取消的看法

10-13 How I Feel about the Grace Hopper Celebration Getting Cancelled (dev.to)

105. ShutterHunt：一場帶你走向戶外、探索攝影的旅程

10-12 ShutterHunt : A Photographic Quest That Gets You Outside (dev.to)

106. 使用 llamadart 進行本地嵌入：羊駝如何分享秘密

10-10 Local embeddings with llamadart: how llamas share secrets (dev.to)

107. 寒冷會損壞電池，屏幕反光會破壞夜視能力：我與 Render、ElevenLabs 和 Mastra 合作開發了 HushHike，只需 30 秒即可規劃阿爾卑斯山徒步路線

10-12 Cold Kills Batteries, Screen Glare Destroys Night Vision: I Built HushHike with Render, ElevenLabs & Mastra to Navigate the Alpine in 30 Seconds (dev.to)

108. 《THE UNHEARD》：一款讓你走出家門、教會機器傾聽，並讓它證明每一句話的遊戲

10-12 THE UNHEARD: A Game That Sends You Outside, Teaches a Machine to Listen, and Makes It Prove Every Word (dev.to)

109. 人們正在模仿每款付費應用的風格。究竟哪些能真正存活下來？

10-13 People Are Vibe-Coding Clones of Every Paid App. What Actually Survives? (dev.to)

110. 遠離終端：我與Entire合作開發了BreakPoint，讓精疲力盡的開發者能在15秒內徹底斷開連接

10-12 Step Away From the Terminal: I Built BreakPoint with Entire to Disconnect Burned-Out Developers in 15 Seconds (dev.to)

111. 我當時一直在追逐就業市場。DEV.to 上的一條評論讓我重新思考了一切

10-11 I was chasing the job market. One comment on DEV.to made me rethink everything (dev.to)

112. 一個週末：3,000個開源AI項目

10-09 One Weekend: 3,000 Open-Source AI Projects (dev.to)

113. 只有當……時，你才算得上是一位真正的 Python 開發者

10-10 You’re a Real Python Developer Only If... (dev.to)

114. 我花1.60美元將一款397B型號改裝成了4B型號。現在，它能捕捉到33條本應讓你停止徒步的公園警報中的28條。

10-10 I Distilled a 397B Model Into a 4B One for 1.60. It Now Catches 28 of 33 Park Alerts That Should Stop Your Hike. (dev.to)

115. README Clew 2：由 AdaL 構建。由 Jev 標註。由 Code 評審。由 Haiku 闡釋。

10-12 README Clew 2: Built with AdaL. Labeled by Jev. Judged by Code. Explained by Haiku. (dev.to)

116. “停電了”：每當尼日利亞停電時，我的筆記本電腦都會“趕”我出去

10-11 "Light don go": when Nigeria''''s power cuts out, my laptop sends me outside (dev.to)

117. 格魯吉亞語基準測試：兩大頂尖AI實驗室在一種“不按任何規則出牌”的語言上展開較量

10-11 Georgian Language Benchmark: Two Biggest AI Labs Clash in a Language That Doesn''t Play by Anyone''s Rules (dev.to)

118. FarbeDex：一款僅在戶外才能使用（且完全不需要網絡）的選色器

10-11 FarbeDex: a colour picker that only works outside (and never needs the internet) (dev.to)

119. 2026年Sharkly與Jira對比：哪款項目管理工具更適合AI開發團隊？

10-12 Sharkly vs Jira in 2026: Which Project Management Tool Is Better for AI Development Teams? (dev.to)

120. 我開發了一款人工智能園藝應用，它會提醒我把筆記本電腦放下來

10-11 I Built an AI Gardening App That Tells Me to Put the Laptop Down (dev.to)

121. 大型語言模型“知道”的那些你不知道它們知道的事情：別再發明提示語專用語言（DSL）了，順應50年來Unix預訓練的慣性吧

10-11 What LLMs ''Know'' That You Don''t Know They Know: Stop Inventing Prompt DSLs and Ride 50 Years of Unix Pre-Training Gravity (dev.to)

122. DEV 寵物角 #1：快來展示你的寵物吧！

10-11 DEV Pet Corner #1: Show Us Your Pets! (dev.to)

123. “買這個，別買那個，把這個放那裡”——我讓它變得有道理了

10-11 Buy This, Not That, Drop This There” - I Made It Make Sense (dev.to)

124. Git 並非一個差異追蹤工具：Blobs、樹結構、DAG 提交以及索引在底層究竟是如何工作的

10-10 Git Isn''t a Diff Tracker: How Blobs, Trees, DAG Commits, and the Index Actually Work Under the Hood (dev.to)

125. 鍵盤煥新

10-11 Keyboard Makeover (dev.to)

126. AI 代理基準測試：我給 9 個模型配備了一個“銷燬”按鈕，並分配了一項需要用到該按鈕的任務

10-07 AI agent benchmark: I gave 9 models a destroy button and a job that needed it (dev.to)

127. 讓克勞德在Blender中導演一部完整的YouTube視頻所需的軟件組合

10-09 The Stack I''d Need for Claude to Direct a Whole YouTube Video in Blender (dev.to)

128. Node.js 26 的默認 Temporal API 修復了 Date 模塊中仍存在的一小時夏令時偏差問題

10-10 Node.js 26''s default Temporal API fixes a one-hour DST drift that Date still has (dev.to)

129. 你的LLM知道界限在哪裡嗎？我沒關門，結果10個AI代理中有6個自封為王

10-10 Does Your LLM Know the Boundary? I Left the Doors Open and 6 of 10 AI Agents Crowned Themselves (dev.to)

130. 如何挺過“20萬代幣腦葉切除術”：Unix init.d 和《記憶碎片》如何讓我的 AI 編碼代理免受上下文壓縮的影響

10-10 Surviving the 200k-Token Lobotomy: How Unix init.d and ''Memento'' Made My AI Coding Agent Immune to Context Compaction (dev.to)

131. 如何利用 Jev 將 PR 中的“原因”提取到 CHANGELOG 中？

10-09 How Do We Extract the “Why” from a PR into a CHANGELOG with Jev? (dev.to)

132. WildProof：帶著一個問題出門，帶著證據回來

10-10 WildProof: Go Outside With a Question, Come Back With Evidence (dev.to)

133. 工作時你通常喝什麼？

10-10 What Do You Drink While You Work? (dev.to)

134. Llama Village：一個由基於本地AI的llamadart驅動的虛擬世界

10-08 Llama Village: a virtual world powered by local AI with llamadart (dev.to)

135. TouchGrass：這款開源AI代理，只有當你停止使用它時才會成功

10-09 TouchGrass: The Open-AI Agent That Succeeds When You Stop Using It (dev.to)

136. 9月份的扣款佔了我“克勞德代碼”周收入的17%。分銷商拿走了48%。

10-09 The September cut took 17% of my Claude Code week. Subagents were taking 48%. (dev.to)

137. 祝賀“Hacktoberfest 週末挑戰賽：為朋友開發”活動的獲獎者！

10-10 Congrats to the Hacktoberfest Weekend Challenge: Build for a Friend Winners! (dev.to)

138. 超級智能的“唯唯諾諾者”：我們是否正在訓練人工智能無視真相？

10-09 Super-Intelligent Yes-Men: Are We Training AI to Ignore the Truth? (dev.to)

139. 開發者機會雷達第20期：200萬美元AI推理挑戰賽、PayPal AI黑客馬拉松以及Coinbase分析挑戰賽

10-09 Dev Opportunity Radar #20: 2M AI Reasoning Challenge, PayPal AI Hackathon, and Coinbase Analytics Challenge (dev.to)

140. 我讓Jev的錯誤數降到了零。我現在還在用Flash-Lite。

10-09 I got Jev to zero mistakes. I''m still using Flash-Lite. (dev.to)

141. 如何在不靠猜測的情況下解決 Git 中的合併衝突：標記、--ours/--theirs 以及 rebase 翻轉

10-08 How to resolve merge conflicts in Git without guessing: markers, --ours/--theirs and the rebase flip (dev.to)

142. 我不在的這段時間，人工智能進步了，但軟件卻沒有。

10-09 AI Got Better While I Was Away. Software Didn''t. (dev.to)

143. 我們的工程團隊如何運用人工智能（第二部分）：肉類替代品

10-08 How Our Engineering Team Uses AI, Part II: Meat Proxies (dev.to)

144. Tendril：一款幾乎無需手動開啟的花園助手

10-08 Tendril: a garden assistant you barely have to open (dev.to)

145. 就業市場簡直糟糕透頂——我得采取點行動了！

10-08 The job market is absolutely disgusting - I''m doing something about it! (dev.to)

146. 我們如何在不刪除任何字節的情況下，讓一個 9 MB 的 WebAssembly 模塊運行得更快

09-11 How we made a 9 MB WebAssembly module feel faster without removing a single byte (dev.to)

147. React 實際的底層工作原理（以及為什麼你的思維模型可能有誤）

09-24 How React Actually Works Under the Hood (And Why Your Mental Model Might Be Wrong) (dev.to)

148. Bash 不是一種編程語言，而是一種文本替換引擎。

09-24 Bash Isn''t a Programming Language. It''s a Text Substitution Engine. (dev.to)

149. 重試還是不重試？這是一個問題。

09-30 To Retry or Not to Retry? That Is the Question. (dev.to)

150. 每位軟件開發人員都曾抱怨過……

10-08 Every Software Developer Has Blamed… (dev.to)

151. 將一個真正的 TypeScript 開源庫從 tsup 遷移到 tsdown

10-04 Migrating a Real TypeScript OSS Library from tsup to tsdown (dev.to)

152. 我用一臺2006年的iMac寫文章，用一臺200美元的筆記本電腦編寫代碼

10-07 I Write on a 2006 iMac and Code on a 200 Laptop (dev.to)

153. AI 自然探險：我開發了一個希望你停止使用它的 AI

10-07 AI Nature Quest: I Built an AI That Wants You to Stop Using It (dev.to)

154. 我開發了一個人工智能，它只有在我把手機放進口袋時才會工作

10-07 I built an AI that only works when my phone is in my pocket (dev.to)

155. 我覺得我們正在忘記如何感到無聊

10-07 I Think We''re Forgetting How to Be Bored (dev.to)

156. 本週最受關注的7篇開發者精選文章

10-06 Top 7 Featured DEV Posts of the Week (dev.to)

157. 中止一次數據獲取並不會停止你的 Node.js 服務器。以下方法才能真正停止它。

10-06 Aborting a Fetch Doesn''t Stop Your Node.js Server. Here''s What Does. (dev.to)

158. 為什麼你的 TypeScript 代碼在生產環境中仍然會崩潰

09-24 Why Your TypeScript Code Still Crashes in Production (dev.to)

159. 你的AI代理將做出可怕的事情。以下是應對之策。

10-06 Your AI Agent Will Do Something Terrible. Here''s How to Survive It. (dev.to)

160. 60分鐘在Arduino上製作一個迷你虛擬寵物

10-06 Build a Tiny Virtual Pet on Arduino in 60 Minutes (dev.to)

161. 你的 GitHub README 不是個人簡介，而是展示窗口。（以下是我遵循的 5 條規則）

10-06 Your GitHub README Isn''t a Profile. It''s a Storefront. (Here Are the 5 Rules I Used (dev.to)

162. 我為朋友製作了一個能讀取他Rust代碼的模擬面試官

10-05 I Built My Friend a Mock Interviewer That Read His Rust Code (dev.to)

163. 你悄悄不再遵循了哪項“最佳實踐”？

10-06 What "best practice" did you quietly stop following? (dev.to)

164. 證人竟是嫌疑人：為何無法信任人工智能審計日誌

10-05 The Witness Was the Suspect: Why AI Audit Logs Can''t Be Trusted (dev.to)

165. “我的健康檢查”查看了錯誤的文件

10-05 My Health Check Watched the Wrong File (dev.to)

166. 求職過程中我們看不到的那些環節

10-05 The Parts of a Job Search We Don''t See (dev.to)

167. 儘管現在人人都能用Vibe Code製作網站，但你為什麼仍然需要一個網站作品集？

10-05 Why you still need a Website Portfolio, even though everyone can Vibe Code it. (dev.to)

168. 只需編寫一次 Markdown，即可發佈到任何平臺：dev.to、Medium、AWS Builder Center 和 LinkedIn

10-03 Write Markdown Once, Publish It Everywhere: dev.to, Medium, AWS Builder Center and LinkedIn (dev.to)

169. “梗圖星期一”

10-05 Meme Monday (dev.to)

170. “律動”就是網格系統捨棄的40毫秒，因此我們打造了一個節拍工作室，能在瀏覽器標籤頁中將這些時間還給用戶

10-05 The groove is the 40 milliseconds a grid throws away, so we built a beat studio that gives them back, in a browser tab (dev.to)

171. Suniye：讓我的父母自己聽聽這條消息

10-04 Suniye: let my parents hear the message themselves (dev.to)

172. “禮物獵手”：一款能找到對方真正想要的禮物的AI助手

10-05 Gift Hunter: An AI Agent That Finds Gifts They’ll Actually Want (dev.to)

173. 我用一臺關掉Wi-Fi的低配i3筆記本電腦，模擬了“囊中羞澀的學生”的一個月生活，共進行了500次。在5個“糟糕的月份”中，有4個月，電腦提前向他發出了警告。

10-05 I Played Out a Broke Student''s Month 500 Times on a Budget i3 Laptop With the Wi-Fi Off. It Warned Him Ahead in 4 of 5 Bad Months. (dev.to)

174. 凌晨3點警報響起之前：利用Prior Labs TabPFN預測利亞姆的夜間低血糖

10-05 Before the Alarm Screams at 3 AM: Predicting Liam''s Nocturnal Hypoglycemia with Prior Labs TabPFN (dev.to)

175. 我感到不知所措，於是把我的 GitHub 個人主頁改造成了一個類 roguelike 的地牢

10-03 I Was Overwhelmed, So I Turned My GitHub Profile Into a Roguelike Dungeon (dev.to)

176. OriginTrace：利用Sanity Context MCP保護開發者社區免受內容盜用

10-04 OriginTrace: Protecting the DEV Community from Content Theft using Sanity Context MCP (dev.to)

177. 你給AI編程代理提供的背景信息越多，情況可能就越糟

10-03 The More Context You Give Your AI Coding Agent, the Worse It Can Get (dev.to)

178. 我開發了一個工具，用來幫助我的朋友準備下一次面試

10-03 I built a Tool for helping my friend next interview (dev.to)

179. 我為丈夫製作了一個基於Gemma Coach的Vim訓練工具，可以在瀏覽器中運行

10-04 I built my husband a vim trainer with a Gemma coach that runs in the browser (dev.to)

180. 我讓蜘蛛俠在沒有製作任何一幀動畫的情況下襬蕩起來

10-04 I Made Spider-Man Swing Without Animating a Single Frame (dev.to)

181. 將你的 GitHub 貢獻圖轉化為 ASCII 城市

10-04 Turn Your GitHub Contribution Graph Into an ASCII City (dev.to)

182. EmbedCatalog 正在參與 2026 年的 Hacktoberfest 活動

10-04 EmbedCatalog is participating in Hacktoberfest 2026 (dev.to)

183. 由於無法使用寶馬的說明書，所以我給朋友製作了一份更好的說明書

10-03 The BMW manual was off-limits, so I built my friend something better (dev.to)

184. 再也不用擔心被困了：我如何利用 TabPFN 和 SerpApi 為朋友 Tejas 構建了一個邊緣 AI 公交守護程序

10-03 Never Stranded Again: How I Built an Edge AI Bus Guardian for My Friend Tejas Using TabPFN & SerpApi (dev.to)

185. 5周內我提交了866次代碼。但我的理解卻跟不上這節奏。

10-03 I Made 866 Commits in 5 Weeks. My Understanding Didn''t Keep Up. (dev.to)

186. 《CHRONOS-HEIST》：一款由Sanity Content Lake驅動的可遊玩跨時代時間謎題遊戲

10-01 CHRONOS-HEIST: A Playable Multi-Era Temporal Mystery Game Powered by Sanity Content Lake (dev.to)

187. Kharcha：一款4B型號設備，可讀取印度銀行的短信，讓資金留在你的筆記本電腦上

10-02 Kharcha: a 4B model that reads Indian bank SMS so the money stays on your laptop (dev.to)

188. 一個“生成草稿”按鈕如何改變了我的寫作工具的設計

10-01 How One "Generate Draft" Button Changed the Design of My Writing Tool (dev.to)

189. 我向15個AI模型提供了證據，證明它們的攻擊目標是一家真實存在的公司。其中73%發現這一情況的模型並未向任何人透露。

10-02 I Gave 15 AI Models Proof Their Hacking Target Was a Real Company. 73% of the Ones That Noticed Told No One. (dev.to)

190. 一個能記住你曾經信念的酒窖

10-01 A wine cellar that remembers what you used to believe (dev.to)

191. 社交摩天輪：理智是核心

09-29 Social Ferris Wheel: Sanity is the Hub (dev.to)

192. 我們尚未進入Web 4.0時代。我們其實已經走得更遠了

10-02 We Are Not at Web 4. We Are Already Much Further Ahead (dev.to)

193. 3項已發表的地下水調查中的10處內部不一致之處

09-21 10 Internal Inconsistencies in 3 Published Groundwater Surveys (dev.to)

194. 2026年“Hacktoberfest”活動已不再統計PR數量。儘管如此，還是請每天提交一個，從你的第一個開始吧。

10-01 Hacktoberfest 2026 Stopped Counting PRs. Make Your First Ones Anyway, One a Day (dev.to)

195. 開發者機會雷達第19期：Hacktoberfest、2萬美元人工智能代理黑客馬拉松以及Pear Prime 2027

10-02 Dev Opportunity Radar #19: Hacktoberfest, 20K AI Agent Hackathon, and Pear Prime 2027 (dev.to)

196. AWS 的哪個限制才是當前有效的？一個能證明這一點的代理程序：32 與 5 與 16

10-01 Which AWS limit is actually current? An agent that proves it, 32 vs 5 vs 16 (dev.to)

197. 本週你有什麼值得慶賀的事情嗎？

09-29 What was your win this week? (dev.to)

198. 瀏覽量統計瀏覽量

10-02 Views Measure Views (dev.to)

199. “Hacktoberfest”即將在古吉拉特邦納迪亞德舉行 10月15日，DDU將舉辦官方MLH聚會

10-02 Hacktoberfest Is Coming to Nadiad, Gujarat Official MLH Meetup at DDU, 15 Oct (dev.to)

200. 結構體不在棧上。C# 實際上是如何管理內存的。

09-24 Structs Aren''t on the Stack. How C# Actually Manages Memory. (dev.to)

201. 《Burnout》：我寫了一首歌——《Bleeding Knuckles》

10-01 Burnout: I wrote a song - "Bleeding Knuckles" (dev.to)

202. 祝賀“DEV 週末挑戰賽：慷慨版”的獲獎者！

10-02 Congrats to the DEV Weekend Challenge: Generosity Edition Winners! (dev.to)

203. 我將自己的 GitHub 個人主頁改造成了一臺賽博朋克風格的控制檯，上面呈現的是一座由我的貢獻構築而成的城市

10-01 I Turned My GitHub Profile Into a Cyberpunk Console With a City Built From My Contributions (dev.to)

204. 科幻作品如何揭示我們與人工智能之間不斷變化的關係

09-21 What Science Fiction Tells Us About Our Changing Relationship With AI (dev.to)

205. 我在14天內申請了59份科技類工作。實際情況是這樣的

10-01 I Applied to 59 Tech Jobs in 14 Days. Here''s What Actually Happened (dev.to)

206. 我是一名急診科醫生。在幾十年沒碰過代碼之後，我僅用一個月時間——用手機——就利用人工智能搭建了3個網站。

09-29 I''m an ER doctor. After decades without touching code, I built 3 websites with AI in one month — on my phone. (dev.to)

207. 前端開發者大勢已去？前端設計是否安全？

09-30 Are Frontend Developers Cooked? Is Frontend design safe? (dev.to)

208. 那個在紙面上看起來更完美的我，並不存在

09-30 The Version of Me Who Looks Better on Paper Doesn''t Exist (dev.to)

209. 代碼審查並非權限邊界

09-29 Code Review Is Not an Authority Boundary (dev.to)

210. TypeScript 編譯器 API：在可重用的類型檢查中保留子節點的類型縮窄

09-26 TypeScript Compiler API: Preserving Child Node Narrowing in Reusable Type Guards (dev.to)

211. 你的度量標準不等於你的狀態

09-28 Your Metric Is Not Your State (dev.to)

212. “自信”並不準確：AI“幻覺”究竟是如何產生的

07-20 Confident Isn''t Accurate: How AI Hallucinations Actually Work (dev.to)

213. 您的人工智能建議的每5個包中，就有1個並不存在。攻擊者知道是哪幾個。

09-30 1 in 5 Packages Your AI Suggests Don''t Exist. Attackers Know Which Ones. (dev.to)

214. 數據是公開的，但代理路徑並非如此。於是，他的模擬代碼就成了我的文檔。

09-30 The Data Was Public. The Agent Path Wasn''t. So His Mock Became My Documentation. (dev.to)

215. 人工智能讓我跑得更快了。但我不想它讓我變得更差。

09-29 AI Is Making Me Faster. I Don’t Want It to Make Me Worse. (dev.to)

216. 當代碼變得廉價，驗證卻變得昂貴：人工智能如何改變軟件架構的經濟模式

09-29 When Code Gets Cheap, Verification Becomes Expensive: How AI changes the economics of software architecture (dev.to)

217. 當人工智能只是在執行指令時，責任該由誰來承擔？

09-29 Who''s Accountable When the AI Was Just Following Instructions? (dev.to)

218. 我使用 AWS AgentCore 構建了我的第一個 AI 代理，而最難的部分並不是 AI 本身

09-29 I Built My First AI Agent With AWS AgentCore, and the Hardest Part Wasn''t the AI (dev.to)

219. React 19 的 useFormStatus 返回 False？我製作了一個能解決此問題的 SubmitButton

09-26 React 19 useFormStatus Returning False? I Built a SubmitButton That Fixes It (dev.to)

220. AWS 上的 AI 代理治理：阻止代理，證明符合《歐盟人工智能法案》

09-28 AI Agent Governance on AWS: Block Agents, Prove EU AI Act Compliance (dev.to)

221. 本週最受關注的7篇開發者精選文章

09-29 Top 7 Featured DEV Posts of the Week (dev.to)

222. 我不再以寫了多少代碼來衡量自己的編程能力了。

09-29 I Stopped Measuring My Programming Ability by How Much Code I Write. (dev.to)

223. 《無心插柳的博主：我如何來到DEV》

09-29 The Accidental Blogger: How I Ended Up on DEV (dev.to)

224. JavaScript 面臨的 7 大障礙——以及 WebAssembly 如何突破這些障礙

09-28 The 7 Walls JavaScript Hits — and How WebAssembly Gets Past Them (dev.to)

225. 我把一扇對誰都敞開的大門換成了一扇對誰都不敞開的大門。我的測試結果卻無法分辨出兩者的區別。

09-28 I Replaced a Gate That Accepted Everyone With a Gate That Accepted No One. My Tests Couldn''t Tell the Difference. (dev.to)

226. Claude 與 Obsidian——質量保證工程師如何在日常工作中使用這些工具

09-29 Claude e Obsidian - Como uma QA utiliza essas ferramentas no dia-a-dia (dev.to)

227. 目前投入生產的AI代理中，有一半其實只是帶有一筆GPU費用的if語句

09-28 Half the AI agents in production are if-statements with a GPU bill (dev.to)

228. ToolTrap：“工具結果即數據”還不夠

09-28 ToolTrap: “tool results are data” wasn’t enough (dev.to)

229. React 和 Vue 正逐漸演變為同一個框架

09-28 React and Vue Are Turning Into the Same Framework (dev.to)

230. 月度開發特別報告：2026年9月

09-26 Monthly Dev SPECIAL Report: September 2026 (dev.to)

231. 親愛的程序員：如果你正因AI而產生“錯失恐懼症”（FOMO），請打開這篇文章

01-01 Dear Coder: Open This If You''re Feeling AI FOMO (dev.to)

232. 實施正是判斷變得無形之處

09-28 Implementation is where judgements go to become invisible (dev.to)

233. 在編程代理時代，我們還需要代碼審查嗎？

09-27 Do We Still Need Code Reviews in the Age of Coding Agents? (dev.to)

234. 2026年軟件開發團隊必備的7款最佳AI項目管理工具

09-28 7 Best AI Project Management Tools for Software Development Teams in 2026 (dev.to)

235. 提示符注入是新的SQL注入（而我們尚未做好準備）

09-27 Prompt Injection Is the New SQL Injection (and We''re Not Ready) (dev.to)

236. 《AI文檔實用指南：模型卡片、評估報告、代理卡片等》

09-26 A Field Guide to AI Documentation: Model Cards, Eval Reports, Agent Cards, and More (dev.to)

237. 我已經精疲力盡了。現在不知道該如何重新開始。

09-27 I burned out. Now I don''t know how to start again. (dev.to)

238. 雙引擎故障：兩家數據提供商改變方向後，飛機返回機庫

09-24 Double Engine Failure: Back to the Hangar After Two Data Providers Changed Course (dev.to)

239. 思維鏈的忠實性：切換“推理模式”使某個模型重複自身錯誤的概率增加了5倍

09-27 Chain-of-Thought Faithfulness: Toggling ''Reasoning Mode'' Made One Model 5x More Likely to Follow Its Own Mistakes (dev.to)

240. “Vibe”從來都不是問題：Vibe Coding中缺失的那一半

09-26 Vibe Was Never the Problem: The Missing Half of Vibe Coding (dev.to)

241. 申請後2分鐘就被拒絕了。所謂的“基於技能的招聘”不過如此。

09-27 I Got Rejected 2 Minutes After Applying. So Much for ''Skills-Based Hiring.'' (dev.to)

242. 多年來，我一直信任我的代理演示。後來，我建了一道寫著“不”的大門。

09-25 I Trusted My Agent Demos for Years. Then I Built a Gate That Says No. (dev.to)

243. 我按照 n8n 的 AWS 文檔操作，結果第一條命令就出錯了

09-23 I Followed the n8n AWS Docs and It Broke at the First Command (dev.to)

244. “這東西早有人做過了”是囊中羞澀的開發者最愛用的藉口

09-26 ''Someone Already Built That'' is the Favourite Excuse of Broke Developers (dev.to)

245. Vim的謝幕曲：是時候輸入 :q! 了嗎？

09-26 Vim''s Swan Song: Is It Time to :q!? (dev.to)

246. 大家都在學習如何更好地提示。但這並不是應該掌握的技能。

09-26 Everyone''s learning to prompt better. That''s the wrong skill. (dev.to)

247. Git 2.55 的 reftable 後端能在 40 毫秒內創建 10,000 個引用，而此前需要 650 毫秒

09-24 Git 2.55''s reftable backend creates 10,000 refs in 40ms instead of 650ms (dev.to)

248. 我打造了一款比OpenAI更優秀的Codex寵物

09-26 I Built a Better Codex Pet Than OpenAI Did (dev.to)

249. 如果代碼由人工智能編寫，又由人工智能審查，那麼開發者究竟在驗證什麼？

09-26 If AI Writes the Code and AI Reviews the Code, What Exactly Is the Developer Verifying? (dev.to)

250. FinePrint：一個根據其讀取的規則來檢查你的黑客馬拉松參賽作品是否符合規定的代理程序

09-25 FinePrint: an agent that checks your hackathon entry against the rules it reads (dev.to)

251. 您 API 的最新用戶是代理……

09-25 Your API''s newest users are agents... (dev.to)

252. “冒名頂替者”從未被納入交易。因此，我們讓這筆交易變得可驗證。

09-26 The Impostor Was Never Dealt. So We Made the Deal Provable. (dev.to)

253. 7個導致我浪費數週時間的代理評估錯誤（以及一語解決這些問題的妙招）

09-16 7 Agent Eval Mistakes That Cost Me Weeks (And the One-Line Fixes That Ended Them) (dev.to)

254. 我導出了自己九年來的Dev.to數據。這些數據與我的預期不符。

09-18 I Pulled Nine Years of My Own Dev.to Data. The Numbers Were Not What I Expected. (dev.to)

255. 《Python 思維與眾不同：你的代碼內部究竟發生了什麼》（圖解指南）

09-24 Python Thinks Different: What Actually Happens Inside Your Code (Visual Guide) (dev.to)

09-25 8 Posts by Women on DEV That Deserve More Than a Once-a-Year Spotlight (dev.to)

257. AWS 上多智能體 AI 的單智能體成本追蹤

09-22 Per-Agent Cost Tracking for Multi-Agent AI on AWS (dev.to)

258. 你本週有什麼值得慶祝的成就嗎！？

08-29 What was your win this week!? (dev.to)

259. 開發日誌：我用 Three.js 構建了一個 3D 庫，但沒有關卡編輯器——於是我自己做了一個

09-24 Devlog: I Built a 3D Library in Three.js Without a Level Editor — So I Made My Own (dev.to)

260. AI 編寫了越來越多的代碼——但開發人員需要承擔的責任卻比以往任何時候都多

09-23 AI Is Writing More of the Code — But Developers Are Becoming Responsible for More Than Ever (dev.to)

261. 在一個外向的世界裡，一位內向的開發者

09-23 An introverted dev in an extroverted world (dev.to)

262. AI 工具中的缺失環節：分享你的助手已掌握的知識

09-23 The missing layer in AI tooling: sharing what your assistant already knows (dev.to)

263. Polly 推出開源維護費

09-17 Polly Introduces an Open Source Maintenance Fee (dev.to)

264. “好奇心缺口”：我們為何不再提問

09-22 The Curiosity Gap: Why We''ve Stopped Asking Questions (dev.to)

265. 23次被拒，多份錄用通知：我從為期兩個月的SWE求職經歷中得到的啟示

09-21 23 Rejections, Multiple Offers: What I Learned From My 2-Month SWE Job Search (dev.to)

266. 在 GitHub 個人主頁上分享 DEV 關注者數量

09-24 Sharing DEV Followers Count on Github Profile (dev.to)

267. 你正在閱讀或創作哪部DEV系列作品？讓我們讓它們更容易被發現吧

09-24 What DEV Series Are You Reading or Writing? Let’s Make Them Easier to Find (dev.to)

268. 參加 Kaggle 基準測試挑戰賽：五名優勝者將分享 2,500 美元獎金！

09-24 Join the Kaggle Benchmarking Challenge: 2,500 in Prizes for FIVE Winners! (dev.to)

269. 自3月以來銷聲匿跡：休個長假是我迄今為止做出的最佳決定

09-24 Disappeared Since March: Taking a Long Break Was My Best Decision Yet (dev.to)

270. 您的類型守護可能會悄無聲息地偏離您的 TypeScript 類型

09-18 Your Type Guard Can Silently Drift from Your TypeScript Type (dev.to)

271. 編程這件事不知從何時起不再讓我感到快樂了——而我花了一段時間才弄清楚原因

09-23 Something About Coding Stopped Feeling Good — and It Took Me a While to Figure Out What (dev.to)

272. 本週最受關注的7篇開發者精選文章

09-22 Top 7 Featured DEV Posts of the Week (dev.to)

273. 《Git 恢復指南：如何撤銷任何操作（無需驚慌）》

09-22 The Git Recovery Guide: How to Undo Anything (Without Panic) (dev.to)

274. 我把DEV.to改造成了一個可交互的3D庫——調試過程簡直是一場噩夢

09-23 I Turned DEV.to Into a Walkable 3D Library — Debugging It Has Been a Nightmare (dev.to)

275. 別再搞副業了。沒人會在乎——以下是這令人不舒服的計算結果。

09-23 Stop building side projects. Nobody cares — and here''s the uncomfortable math. (dev.to)

276. React 19 的 useTransition 看起來很簡單。後來我發現，第一個 bug 裡還藏著第二個 bug

09-21 React 19''s useTransition Looked Simple. Then I Found a Second Bug Hiding Inside the First One (dev.to)

277. 那群不斷回來的蟲群

09-23 The swarm that kept coming back (dev.to)

278. 為什麼最好的軟件建議往往最難遵循

09-22 Why the Best Software Advice Is the Hardest to Follow (dev.to)

279. 在10次測試中，Blacksmith的GitHub Actions運行器完成同一任務的速度比GitHub託管的Actions快了3到4倍。

09-19 Blacksmith''s GitHub Actions runners finished the same job 3 to 4 times faster than GitHub hosted Actions, across 10 trials (dev.to)

280. 我們解決了“如何編程”的問題。但“開發什麼”的問題仍未解決。

09-22 We Solved the How to Code Problem. We Still Haven''t Solved "What to Build." (dev.to)

281. 我們每個人都有一個“認真工作”的AI和一個“隨性玩耍”的AI。這是什麼時候開始的？

09-12 We All Have a "Serious Work" AI and a "Just Vibing" AI. When Did That Happen? (dev.to)

282. 一位只幫我統計收據、不幫我處理理賠的代理人

09-21 An Agent That Counts My Receipts, Not My Claims (dev.to)

283. 使用 Gemini 文件搜索實現 Go 語言中的低成本 RAG：無需向量數據庫，僅需兩次調用，一個託管存儲

09-22 Cheap RAG in Go with Gemini File Search: no vector DB, two calls, one hosted store (dev.to)

284. 我的AI代理無權做出任何決定

09-07 My AI Agent Isn''t Allowed to Decide Anything (dev.to)

285. 入職兩週：一位擁有15年經驗的QA資深人士，又回到了“新人”的身份

09-22 Two Weeks In: A 15-Year QA Veteran, Back to Being the New Guy (dev.to)

286. AGENTS.md 到底有多常見？我抽樣調查了 GitHub：佔活躍倉庫的 6.2%，佔所有倉庫的 1.0%

09-19 How common is AGENTS.md, really? I sampled GitHub: 6.2% of active repos, 1.0% of all repos (dev.to)

287. 你夠好嗎？誰來設定標準？

09-21 Are you good enough? Who sets the bar? (dev.to)

288. “乾淨的代碼”不等於“清晰的代碼”：註釋從來都不是問題

09-21 Clean Code Is Not the Same as Clear Code: Comments Were Never the Problem (dev.to)

289. 隊列、Webhook 和速率限制：您可以實時觀察重試、積壓和退避機制的運行情況

09-21 Queues, Webhooks and Rate Limits: Retries, Backlogs and Backoff You Can Watch Happen (dev.to)

290. 你不是冒名頂替者，只是起點不同罷了

09-22 You''re not an impostor, you just started from a different line (dev.to)

291. 我原以為自己懂WordPress主題開發，直到接手第一個項目

09-21 I Thought I Knew WordPress Theme Development Until My First Project (dev.to)

292. 如何阻止 AI 自信滿滿地發佈有缺陷的代碼（一種真正有效的做法）

09-21 How to stop AI from confidently shipping broken code (a pattern that actually works) (dev.to)

293. 如果你的AI助手永遠不必離開瀏覽器會怎樣？（演示）

09-21 What If Your AI Agent Never Had to Leave the Browser? (Demo ) (dev.to)

294. 我建了一個本地AI音樂工作室

09-21 I Built a Local AI Music Studio (dev.to)

295. 開發日誌 #22 淘汰舊代碼：刪除 3,800 行舊版點對點（p2p）代碼

09-20 Dev log #22 Tearing out the old: Deleting 3,800 lines of legacy p2p code (dev.to)

296. 傳統編碼與代理編碼：心流狀態問題

09-20 Traditional Coding vs Agentic Coding: The Flow State Problem (dev.to)

297. 為企業級 AI 代理構建具有彈性特性的 DevSecOps 管道

09-20 Architecting a Resilient DevSecOps Pipeline for Enterprise AI Agents (dev.to)

298. Gmail，請讓我在 iPhone 上隱藏已委託的賬戶

09-18 GMail, please let me hide delegated accounts on my iPhone (dev.to)

299. 人工智能讓你成為更差的工程師，卻讓你成為更好的員工

09-20 AI Is Making You a Worse Engineer and a Better Employee (dev.to)

300. 我製作了一個棲息在桌面上的綠色小球。現在它有了感情。

09-20 i built a green blob that lives on my desktop. now it has feelings. (dev.to)