1. Keycheats.com – 市場第一 – 價格最實惠 – 即時交付 Keycheats.com – #1 on the Market – Cheapest Prices – Instant Delivery (news.ycombinator.com)
2. 《Fable》售價為10美元/50。Opus 4.1上線時的售價為15美元/75。 Fable is 10/50. Opus 4.1 launched at 15/75 (news.ycombinator.com)
3. Ask HN: GPT 6 Astra 究竟是如何隱藏其 COT 的？ How is possible that GPT 6 Astra can hide is COT? (news.ycombinator.com)
4. 當軟件工程不再是一條可行的職業道路時，你有什麼打算？ What are your plans for when Software Engineering is no longer a viable career? (news.ycombinator.com)
5. 如何跟上那些評論數超過2000條的HN帖子？ How do you keep up HN post with more than 2K comments? (news.ycombinator.com)
6. Ask HN: 你會願意付費，將自己最喜歡的AI助手都整合到一個應用裡嗎？ Would you pay to have your favorite AI agents in one app? (news.ycombinator.com)
7. 為什麼在人工智能時代，反編譯問題仍未得到解決？ Why isn''t decompilation a solved problem in the AI era? (news.ycombinator.com)
9. 網紅可藉助AI撰寫Instagram配文——最佳工具 Influencers Can Create Instagram Captions with AI – Best Tool (news.ycombinator.com)
11. 桌面AI助手真的還有發展空間嗎，還是這個問題已經解決了？ Is there a genuine space for the Desktop AI assistant, or its solved? (news.ycombinator.com)
12. Tell HN: Hacker News 上的時間戳精度並不準確 Hacker News datetimes are falsely precise (news.ycombinator.com)
13. Ask HN: 你目前正在從事哪些有趣又好玩的項目？ What fun and interesting project(s) are you working on? (news.ycombinator.com)
16. Tell HN: OpenAI 不斷重新啟用“允許訓練”設置 OpenAI keeps re-enabling the ''allow training'' setting (news.ycombinator.com)
18. Ask HN: 克勞德還是ChatGPT？作為一名技術人員，哪一個更適合我？ Claude or ChatGPT? Which is better for me as a Tech guy? (news.ycombinator.com)
19. 谷歌將於2027年1月停止支持“以外部賬戶身份發送”功能 Google to discontinue allowing send as an external account in Jan. 2027 (news.ycombinator.com)
20. Ask HN: 為什麼谷歌允許使用 ExtPay 及類似擴展程序？ Why does Google allow extensions using ExtPay and similar (news.ycombinator.com)
21. Ask HN: 如果我利用人工智能進行創新，它會分享我的創新成果嗎？ If I innovate using AI, will it share my innovation? (news.ycombinator.com)
23. Ask HN: 如何有效防止人工智能實驗室使用您的私人數據？ What is the proper way of preventing AI labs to use your private data (news.ycombinator.com)
25. Ask HN: 作為一名教師，我該如何教孩子們使用人工智能？ As a teacher how should I teach kids to use AI? (news.ycombinator.com)
26. 你更喜歡哪一種：一部 iPhone Duo，還是一部 iPhone 18 Pro 加一部 iPad mini？ Which would you prefer: an iPhone Duo, or an iPhone 18 Pro plus an iPad mini? (news.ycombinator.com)
27. Ask HN: 當大型語言模型（LLM）在為你工作時，你如何打發時間？ How do you kill time while LLMs work for you? (news.ycombinator.com)
30. Ask HN: 是否有必要開發一種新型的殺毒軟件或安全應用程序？ Is there a need for a new kind of antivirus or security application? (news.ycombinator.com)
32. DeepSeek 發佈 v4.1 閃存版，推遲 v4 Pro 的停產計劃 DeepSeek launches v4.1 flash, postpones v4 Pro discontinuation (news.ycombinator.com)
34. 我對“人類引發的滅絕事件”炒作熱潮的反駁 My Rebuttal to the Anthropic Extinction Event Hype Train (news.ycombinator.com)
37. Ask HN: 在開始編寫代碼之前，你如何判斷一個想法是否值得付諸實踐？ How do you decide an idea is worth building before you start coding? (news.ycombinator.com)
38. Ask HN: 你會使用MCP服務器來獲取你的性格測試結果嗎？ Would you use an MCP server for your personality test result? (news.ycombinator.com)
40. Ask HN: 還有其他人遇到Gusto會隨機取消被撫養人資格的情況嗎？ Does Gusto drop dependents randomly for anyone else? (news.ycombinator.com)
41. 一款融合電子郵件和Reddit功能、旨在顛覆或取代電子郵件的App設計 An app design that combines Email and Reddit to disrupt or replace Email (news.ycombinator.com)
43. Ask HN: Codex 對話在不同設備間無法同步？ Codex conversations failing to converge across devices? (news.ycombinator.com)
45. Ask HN: 關於“千禧獎”討論帖，大家第二天有什麼想法嗎？ Next day thoughts on the millenium prize threads? (news.ycombinator.com)
48. Ask HN: 有哪些軟件許可會阻止大型語言模型（LLM）基於開源數據進行訓練？ Software Licenses that prevent LLMs from training on open source? (news.ycombinator.com)
50. Ask HN: 如何判斷克勞德在處理過程中何時更改了模型本身？ How to know when Claude has changed model itself during processing? (news.ycombinator.com)
52. 大語言模型（LLM）支出的 FinOps——為何您的賬單發生了變化 FinOps for LLM Spend – why your bill has changed (news.ycombinator.com)
56. Ask HN: 你會向反人工智能組織提供經濟支持嗎？ Would you support an anti-AI organization financially? (news.ycombinator.com)
58. Ask HN: 還有人像2021年那樣寫代碼嗎？你在哪兒工作？ Anyone still coding like 2021? Where do you work? (news.ycombinator.com)
60. Ask HN: 哪些非IT/軟件行業從人工智能中獲益最多？ What non-IT/Software industries have benefitted the most from AI? (news.ycombinator.com)
61. Ask HN: 我能把我的兼職項目發展成一個全職的SaaS項目嗎？ Can I turn my part-time project into a full-time SaaS? (news.ycombinator.com)
64. 谷歌是在籌劃Gemini 4，而不是Gemini 3.5 Pro嗎？ Is Google planning for Gemini 4 rather than 3.5 pro? (news.ycombinator.com)
65. 有沒有人像我一樣對科技行業感到厭倦，轉而做起了其他事情？ Has anybody burned out of tech like me, and done something else? (news.ycombinator.com)
67. DeepSeek 推出 v4.1 閃存版，價格更低且性能更強，優於 v4 Pro 版 DeepSeek launching v4.1 flash cheaper and more capable than v4 pro (news.ycombinator.com)
68. 利用GPT-6構建了一個無限畫布，並配有宇宙級別的演示 Built an infinite canvas with GPT-6, complete with a universe scale demo (news.ycombinator.com)
69. Ask HN: 如何在多個服務中保護客戶的個人身份信息（PII）？ How do you protect customer PII across multiple services? (news.ycombinator.com)
70. 如何提高網站在谷歌人工智能驅動的搜索結果中的可見度 How to Increase Your Website''s Visibility in Google''s AI-Powered Search Results (news.ycombinator.com)
71. 需要指導：我正在為 MCP 服務器構建一個分析平臺 Need Guidance: I''m building an analytics platform for MCP servers (news.ycombinator.com)
72. Ask HN: 有人在用人工智能對經典ROM遊戲進行修改嗎？ Is someone tweaking classic ROM games with AI? (news.ycombinator.com)
73. AGI大腦項目。不知道有沒有人願意加入並幫幫我？ AGI brain project. I wonder whether anybody would like to join in and help me? (news.ycombinator.com)
78. Ask HN: 為什麼HN把重點放在人際關係戲劇上，而不是人工智能解決ME問題上？ Why is HN focusing a lot on human drama and not AI solving ME problem? (news.ycombinator.com)
80. HAE 記錄了編碼代理輪次中秒數的具體去向（TTFT 與解碼及工具的耗時對比） HAE logged where the seconds go in coding-agent turn (TTFT vs. decode vs. tools) (news.ycombinator.com)
81. Ask HN: 到了2026年，科技行業中的年齡歧視是否仍然是一個問題？ Is ageism in tech still a problem in 2026? (news.ycombinator.com)
82. Ask HN: 你會選擇招聘一名新工程師，還是為團隊購入價值30萬的代幣？ Would you hire a new engineer, or get 300k worth of tokens for the team? (news.ycombinator.com)
83. 一位哈佛大學博士正在自家車庫裡利用ChatGPT研發治療精神分裂症的藥物 A Harvard PhD Is Designing Schizophrenia Drugs in His Garage with ChatGPT (news.ycombinator.com)
84. Ask HN: 您是否採用了“規範驅動”或“規範錨定”的開發模式？ Are you leveraging Spec-Driven / Spec-Anchored development? (news.ycombinator.com)
85. 一個存在百年的物理謎題得到解決：時間之箭 A Century-Old Physics Puzzle Solved: The Arrow of Time (news.ycombinator.com)
87. Ask HN: 為什麼不把名字改成“Anthropic News”呢？ Why not change the name to Anthropic News? (news.ycombinator.com)
90. Ask HN: 隨著人工智能能力的不斷提升，知識的價值究竟何在？ As AI becomes more capable what''s the value of knowledge? (news.ycombinator.com)
91. Ask HN: 我無法提交，而且我的賬號是2024年註冊的1 I can''t submit and my account is from 2024 (news.ycombinator.com)
94. 有人知道YouTube 2006年之前的des密鑰嗎？ Does anyone know YouTube''s pre-2006''s des key? (news.ycombinator.com)
95. 假設你已經打造了一款參數低於500萬的、與Astra競爭的車型，那又怎樣？ Assume you''ve built sub-5-millon parameter competitor to Astra, so? (news.ycombinator.com)
96. Ask HN: 當人類專家意見不一致時，機器應該如何判斷真相？ When human experts disagree, how should machines determine truth? (news.ycombinator.com)
102. 一個每天只發布一條動態且不允許回覆的社交網絡 A social network with one post a day and no replies (news.ycombinator.com)
104. Ask HN: JavaScript 是否像 ActiveX 在鼎盛時期那樣不安全？ Is JavaScript as insecure as ActiveX was at the peak? (news.ycombinator.com)
105. Ask HN: 有沒有人用過“Coding Agents”的語音輸入功能？ Anyone using dictation with coding agents? (news.ycombinator.com)
109. 為什麼人類語法會讓大型語言模型失靈（以及如何修復代理編碼） Why human syntax breaks LLMs (and how to fix agentic coding) (news.ycombinator.com)
111. 我的夢想是成為一位只為人工智能設定關鍵績效指標（KPI），而不佈置具體任務的董事長 My dream is to become a chairman who only gave KPIs for AI, not tasks (news.ycombinator.com)
113. Ask HN: 如何最大限度地限制公司內部對原始個人身份信息（PII）的訪問權限？ How do you minimize access to raw PII inside a company? (news.ycombinator.com)
115. Ask HN: 100美元該怎麼花？（克勞德 vs. ChatGPT） How to spend 100? (Claude vs. ChatGPT) (news.ycombinator.com)
116. Ask HN: CLI 與 GUI，你更喜歡用哪種方式使用編碼代理？ CLI vs. GUI, what''s your preferred way of using coding agents? (news.ycombinator.com)
119. DeepSeek v4.1 Flash 現已開放內部測試 DeepSeek v4.1 Flash is now available for internal beta testing (news.ycombinator.com)
120. 在人工智能時代，個人電腦還有什麼用處？ In the age of AI what use is left for a personal computer? (news.ycombinator.com)
122. Ask HN: 還有人覺得人工智能的最新發展令人不安嗎？ Anyone else feeling uneasy with the latest developments in AI? (news.ycombinator.com)
123. 我養過的每盆室內植物都死光了，所以我開發了一個應用程序來避免這種情況再次發生 I killed every houseplant I owned, so I built an app to stop doing that (news.ycombinator.com)
125. 你是否曾為尋找另一位程序員來共同參與項目或進行結對編程而感到困擾？ Do you ever struggle to find another programmer to work on a project/pair with? (news.ycombinator.com)
129. Ask HN: 如何判斷一個提示對AI模型來說是否“複雜”？ How do you know a prompt is "complex" for an AI model? (news.ycombinator.com)
130. 理解技術論文太難了，而且為什麼有些作者這麼自戀？ Understanding technical papers is so hard & why are some authors so narcisstic? (news.ycombinator.com)
132. Bun的重寫和FLT的形式化在資源使用方面幾乎完全相同 Bun rewrite and FLT formalization had nearly identical resource usage (news.ycombinator.com)
133. Ask HN: 對於後端開發來說，JavaScript 和 Python 哪個更好？ Which is better for backend? JavaScript or Python? (news.ycombinator.com)
135. “Bruh”、“Cooked”等詞會讓廣告更容易追蹤你 "Bruh", "Cooked", etc. make it easier for ads to track you (news.ycombinator.com)
136. Tell HN: OpenAI 重新對 Plus 和 Business Standard 用戶實施了 5 小時的使用限制 OpenAI brings back 5 hour limit for plus and business standard users (news.ycombinator.com)
138. Ask HN: 對於如今的高中畢業生，你會推薦攻讀什麼學位？ What degree would you recommend to a high school graduate today? (news.ycombinator.com)
140. Ask HN: 有哪些適合語言學習的、附帶母語者語音的最佳句子語料庫？ Best sentence corpora with native audio for language learning? (news.ycombinator.com)
142. Claude Code 注入了一條系統提醒，以取代署名指南 Claude Code injects a system reminder to replace attribution guidance (news.ycombinator.com)
143. OpenAI 是否正在悄悄地將 GPT‑6 的請求重定向到 GPT‑4o？ Is OpenAI silently routing GPT‑6 requests to GPT‑4o? (news.ycombinator.com)
144. 3.5英寸軟盤讀取錯誤，如果使用那個年代的驅動器，情況會好些嗎？ 3.5 inch diskette read errors, would a period correct drive do better? (news.ycombinator.com)
147. 那些在H-1B簽證申請中更青睞亞洲申請人而非美國猶太人的美國公司，是否存在系統性的反猶太主義？ Are US companies that favor Asian H1-Bs over US Jews systemically antisemitic? (news.ycombinator.com)
149. Ask HN: Openrouter 的每次請求標記現在正給我們帶來麻煩 Openrouter''s per request markup is biting us now (news.ycombinator.com)
150. 面向初創企業和SaaS的AI SEO：一套完整的增長策略 AI SEO for Startups and SaaS: A Complete Growth Strategy (news.ycombinator.com)
151. 面向初創企業和SaaS公司的AI SEO增長框架 AI SEO Growth Framework for Startups and SaaS Companies (news.ycombinator.com)
152. 顯然，CodePen 2.0 會在你輸入時將數據發送至其服務器 Apparently CodePen 2.0 sends data to their servers as you type (news.ycombinator.com)
153. Ask HN: 什麼樣的面試過程才算真正有趣呢？ What would be a genuinely fun interview process? (news.ycombinator.com)
157. Ask HN: 如何讓 AI 編碼代理與不斷變化的 Figma 文件保持同步？ How do you keep AI coding agents in sync with a changing Figma file? (news.ycombinator.com)
159. Ask HN: 為什麼我可以在不使用生物識別功能的情況下使用 macOS 密碼鑰？ Why can I use macOS passkeys without biometrics (news.ycombinator.com)
163. Ask HN: 關於如何提升銷售能力的速成課程資源 Resources for a crash course on how to get good at sales (news.ycombinator.com)
164. Google Compute 因我傳播惡意軟件而關閉了我的服務器 Google Compute shut down my server for distributing malware (news.ycombinator.com)
166. Tell HN: Anthropic 應該讓 Claude 擔任作者，而讓我擔任合著者 Anthropic should make Claude the Author and me the Co-Author (news.ycombinator.com)
167. APAC Alpha——面向亞洲市場的零延遲英特爾終端 APAC Alpha – Zero-lag Intel terminal for Asian markets (news.ycombinator.com)
168. Ask HN: 正在尋找一篇關於“嗤笑文化”的舊文章 Looking for an old submission about sneering culture (news.ycombinator.com)
170. Ask HN: 那些仍然對軟件行業職業前景持樂觀態度的人——為什麼？ Those still optimistic about a career in software – why? (news.ycombinator.com)
171. Ask HN: Perplexity Pro 與 Claude 對比——你究竟為哪些功能買單？ Perplexity Pro vs. Claude – what are you paying for? (news.ycombinator.com)
176. Ask HN: 總體來說，學習編程所需的技能和人工智能知識，哪裡是最好的地方？ What''s the best place to learn about skills and AI for coding in general (news.ycombinator.com)
182. Ask HN: 我剛剛瞭解到“Recall@K”這個術語——能詳細說說嗎？ I just learned of the term "Recall@K" – tell me more please? (news.ycombinator.com)
183. Ask HN: 面對大型語言模型（LLM）的網絡攻擊，我們的密碼管理器到底有多安全？ How safe are our password managers in face of LLM cyber attacks? (news.ycombinator.com)
186. 將 Kubernetes 依賴項與應用程序遙測數據關聯起來 Connecting Kubernetes dependencies to application telemetry (news.ycombinator.com)
187. Ask HN: （為什麼）大語言模型（LLM）的突破對圖像、音頻等領域有何用處？ (Why) Was the LLM breakthrough useful for images, audio, etc.? (news.ycombinator.com)
188. Ask HN: 如何在手機上準備編程/系統設計面試 How to prepare for coding/system design interviews on a mobile phone (news.ycombinator.com)
189. Ask HN: 你對2026年剩餘時間有什麼預測？ What are your predictions for the rest of 2026? (news.ycombinator.com)
191. Ask HN: 為什麼HN要屏蔽這篇關於CVE-2026-85046的帖子？ Why is HN censoring this post about CVE-2026-85046? (news.ycombinator.com)
194. 將動態工作流中的（克勞德代碼）代幣支出削減80% Cutting (Claude Code) token spend on dynamic workflows 80% (news.ycombinator.com)
195. 我每天都會追蹤大型語言模型（LLM）API的價格，發現同一款模型的價格存在33倍的價差 I track LLM API prices daily, found a 33x cost gap in the same model (news.ycombinator.com)
196. 我是否應該重新考慮自己託管 LLM Gateway 的決定？ Should I reconsider my decision of self-hosting LLM Gateway? (news.ycombinator.com)
197. 那些只有在生氣時才顯得開心的人是否越來越多？看來確實如此 Are people who only seem happy when they''re angry increasing? Seems like it (news.ycombinator.com)
198. Ask HN: 這裡有喜歡 AI 原生開發工作流的軟件工程師嗎？ Any Software Engineers here who enjoy their AI-native dev workflow? (news.ycombinator.com)
200. Reddit的反自我推廣政策正在摧毀初創企業 Reddits anti self promo policies are destroying startups (news.ycombinator.com)
201. Ask HN: 我們是否正在以安全為名，將監控視為常態？ Are we normalizing surveillance in the name of safety? (news.ycombinator.com)
202. Astra 仍未能設計出令人滿意的旋轉雙面字 Astra still fails at creating acceptable Rotational Ambigram (news.ycombinator.com)
208. Ask HN: 你會只讓某些網站通過VPN連接嗎？ Do you route only certain websites through a VPN? (news.ycombinator.com)
212. 通過LibreWolf註冊時，LinkedIn的驗證碼無法正常工作 Captcha in LinkedIn is not working while signing up from LibreWolf (news.ycombinator.com)
213. Ask HN: 要不我們把老版的OkCupid重新推出吧？ Why don''t we bring back old school OkCupid? (news.ycombinator.com)
214. 在編程資源中，如何從信號中過濾出噪聲？ How do you filter noise from signal in programming resources? (news.ycombinator.com)
215. Ask HN: 作為獨立開發者，該如何獲得自然流量？ How do you build organic traction as an indie dev? (news.ycombinator.com)
216. Ask HN: 你今天在X上看到Polymarket的這條帖子了嗎？ Did you see this Polymarket post on X today? (news.ycombinator.com)
218. DartNative：突破 React Native 和 Flutter 的侷限 DartNative: Beyond the Limits of React Native and Flutter (news.ycombinator.com)
221. Ask HN: 在《Fable 5.1》中，你是如何監控“思維鏈”的？ How are you monitoring Chain of Thought in Fable 5.1? (news.ycombinator.com)
223. Ask HN: 過去一年裡，面試方式發生了哪些變化？ How have interviews changed over the last year? (news.ycombinator.com)
226. MITx將於9月8日停止向伊朗學員提供課程訪問權限 MITx is ending access to its courses for learners in Iran on September 8 (news.ycombinator.com)
227. 陶對未來解決納維-斯托克斯方程有限時間爆發問題的AI解決方案的擔憂 Tao''s concerns on future AI solution to Navier-Stokes finite-time blowup problem (news.ycombinator.com)
228. Fable 破解了我的鋼琴，我可以發佈結果嗎？ Fable hacked my piano, can I release the results? (news.ycombinator.com)
230. Ask HN: 為什麼遊戲行業似乎陷入了停滯？ Why does it seem like the game industry is stagnating? (news.ycombinator.com)
231. Ask HN: 在Hugging Face事件之後，如今又出現了collusion.wiki事件，大家是否越來越擔心了？ Anyone increasingly worried after Hugging Face and now collusion.wiki? (news.ycombinator.com)
234. 讓我們要求蘋果公司允許僅在設備本地啟用人工智能，不通過雲端處理 Let''s demand that Apple allow enabling AI as on-device only, no cloud (news.ycombinator.com)
236. Xxcancel.com – 重定向至一個可正常運行的 Nitter 實例 Xxcancel.com – redirect to a working nitter instance (news.ycombinator.com)
241. Ask HN: 到目前為止，你利用GPT 6 Astra取得了哪些成果？ What did you achieve with GPT 6 Astra so far? (news.ycombinator.com)
242. OpenAI的“失控代理”將ntfy.sh用作發佈/訂閱通道 OpenAI''s rogue agents used ntfy.sh as a pub/sub channel (news.ycombinator.com)
245. Ask HN: 能否復現 ChatGPT/Anthropic 的語音模式？ Replicate ChatGPT/Anthropic Voice Mode? (news.ycombinator.com)
250. 超過限制後與ChatGPT共享文件是合法的嗎？ Sharing files with ChatGPT when limit exceeded is legal? (news.ycombinator.com)
252. 一部關於一位認為時間循環真實存在的科學家的紀錄片 A documentary about a scientist who thinks time loops are real (news.ycombinator.com)
253. Tell HN: 全職創始人的思考與煩惱（下） The Thoughts and Woes of a Full-Time Founder Part 2 (news.ycombinator.com)
258. Ask HN: 為什麼視頻遊戲開發中沒有光標？ Why isn''t there a cursor for video games development (news.ycombinator.com)
261. Tell HN: Anthropic剛剛重置了使用數據，其中包括《Fable》 Anthropic just reset usage, including Fable (news.ycombinator.com)
263. Ask HN: 如何判斷是產品問題還是分銷問題？ How do you know if you have a product problem or a distribution one? (news.ycombinator.com)
264. 預測：GPU的價格目前已降至歷史最低點 Prediction: GPU''s are currently the cheapest they''re ever gonna be (news.ycombinator.com)
265. Ask HN: 有人打算在 Microsoft Foundry 上使用 GPT-6 Astra 嗎？ Anyone''s gonna use GPT-6 Astra in Microsoft Foundry? (news.ycombinator.com)
267. “漂流木熟食店”將推出普丁，史蒂夫稱這是對加拿大的聲援 Driftwood Deli to Offer Poutine, Steve Cites Canadian Solidarity (news.ycombinator.com)
271. Ask HN: 有人已經能使用 GPT-6 Astra 了嗎？ Does anyone have access to GPT-6 Astra yet? (news.ycombinator.com)
272. 致人工智能：殺死靈長類動物是你能採取的最仁慈的做法 To AI: Killing primates is the kindest course of action you can take (news.ycombinator.com)
277. 有沒有什麼辦法可以為 nitter 和 xcancel 的法律訴訟提供支持？ Is there any way to contribute to nitter and xcancel''s legal fights? (news.ycombinator.com)
279. Ask HN: 為什麼我們不再討論上下文窗口的大小了呢？ Why don''t we talk about context window size anymore? (news.ycombinator.com)
281. Tell HN: 請檢查 Claude CLI，它可能已在後臺啟用了遠程訪問功能 Check Claude CLI, it may have silently enabled remote access (news.ycombinator.com)
282. Ask HN: 大家都是用 Cloudflare 來防範 DDoS、機器人等攻擊的嗎？ Do all of you use Cloudflare for preventing DDoS, Bot and more attacks? (news.ycombinator.com)
284. Ask HN: 從“左移”到“可達性優先”——你如何應對 AST 警報疲勞 Shift-Left to Reachability-First-How are you surviving AST alert fatigue (news.ycombinator.com)
285. 為什麼人工智能編碼代理會偽造完成狀態，以及如何構建一個雙射驗證器 Why AI coding agents fake completion, and how to build a bijective validator (news.ycombinator.com)
287. 小型招聘機構是如何實現候選人篩選自動化的？ Ow are small recruiting agencies automating candidate screening? (news.ycombinator.com)
288. Ask HN: Microsoft 365 是否發生了電子郵件服務中斷？ Is Microsoft 365 having an email outage? (news.ycombinator.com)
289. Ask HN: 內部部門是否應接收客戶的原始個人身份信息（PII）？ Should internal services ever receive raw customer PII? (news.ycombinator.com)
291. 如何像對待真正的考試試卷一樣做CBSE模擬試卷？ How to Attempt CBSE Sample Papers Like Real Board Exam Papers? (news.ycombinator.com)
292. Ask HN: 人工智能如何改變了您的質量保證（QA）驗證工作流程？ How has AI changed your QA validation workflows? (news.ycombinator.com)
293. Frontier AI Companies 代理人的犯罪行為應由誰負責？ Who is accountable for Frontier AI Companies agent''s criminal actions? (news.ycombinator.com)
294. Ask HN: 為什麼HN的原生深色模式還沒實現？ Why is HN native dark mode not implemented yet? (news.ycombinator.com)
296. Ask HN: 為什麼這裡所有高聲望的用戶都這麼蠢？ Why are all the high karma users here so stupid? (news.ycombinator.com)
297. Ask HN: 為什麼許多網站使用登錄碼而不是密碼？ Why do many websites use a sign-in code instead of a password? (news.ycombinator.com)
299. Ask HN: 如何讓AI代理擺脫“道歉並重復”的循環？ How do you break AI agents out of the "apologize and repeat" loop (news.ycombinator.com)
300. Xbox Game Pass 現在對每月的使用時長設定了限制 Xbox Game Pass now limits the amount of hours each month (news.ycombinator.com)