4. Ask HN: 為什麼人們更喜歡YouTube視頻而非高預算電影和電視劇？ Why Do People Prefer YouTube Videos over Big-Budget Movies and TV Shows? (news.ycombinator.com)
5. 公共領域軟件能否成為世界自由的關鍵？ Could public domain software be the key to world freedom? (news.ycombinator.com)
6. Ask HN: 為什麼二維碼需要佔用這麼大的視覺空間？ Why do QR codes need so much visual real estate? (news.ycombinator.com)
7. Tell HN: 埃隆·馬斯克因猜測中本聰身份在推特上保持沉默 Elon Musk is radio silent on Twitter for guessing Satoshi''s identity (news.ycombinator.com)
8. Ask HN: 你是否擔心未來幾年人工智能會讓你失業？ Are you afraid of AI making you unemployable within the next few years? (news.ycombinator.com)
10. GitHub Actions 持續在 24 小時後超時 GitHub Actions keeps timing out after 24 hours (news.ycombinator.com)
13. 構建了一個內容系統，使流量增長了6倍。正在將其轉化為產品。想試試嗎？ Built a content system that 6x''d traffic. Turning it into product. Want to test? (news.ycombinator.com)
14. Ask HN: 招募開源啟動器的貢獻者和維護者 Looking for contributors and maintainers for a open source launcher (news.ycombinator.com)
15. 人工智能代碼助手讓完成副業項目變得如此輕鬆 AI Code assistants has made completing side projects so easy (news.ycombinator.com)
17. LLM基準測試：前沿模型現已達到統計學上無法區分的水平 LLM Benchmark: Frontier models now statistically indistinguishable (news.ycombinator.com)
18. 有人嘗試過用量子隨機性驅動大型語言模型的溫度函數嗎？ Has anyone tried quantum randomness to drive temp functions for LLMs? (news.ycombinator.com)
19. 層級問題嚴格來說是一個幾何縮放恆等式 The hierarchy problem is strictly a geometric scaling identity (news.ycombinator.com)
20. Ask HN: 如何將一個想法轉化為後端原型的設計？ How do you go from an idea to designing a prototype for back ends? (news.ycombinator.com)
21. 尋求北非房地產交易平臺技術聯合創始人 Looking for technical co-founder for real estate marketplace in North Africa (news.ycombinator.com)
22. Ask HN: 有人對一款僅限本地使用的、能分析球童日誌文件的應用感興趣嗎？ Is anyone interested in a local-only app that analyzes caddy log files? (news.ycombinator.com)
27. Ask HN: 你獨自開發過最複雜的軟件是什麼？ What is the most complex software you''ve built single handedly? (news.ycombinator.com)
28. Ask HN: 關於氣候變化，哪些資源最具說服力？ What are the most convincing resources about climate change? (news.ycombinator.com)
29. Ask HN: 早安，關於人工智能的討論正熱，以下是我的觀點： Morning gravy train discussing AI, here is my opinion (news.ycombinator.com)
36. 谷歌支持比特幣礦工，標誌著50億美元資金悄然轉向人工智能領域 Google Backing Bitcoin Miners Marks a Quiet 5B Shift Toward AI (news.ycombinator.com)
37. Ask HN: 互聯網正日趨惡化。我們該如何解決這個問題？ The internet is getting worse every day. How do we fix this? (news.ycombinator.com)
39. Ask HN: 這裡有人在為中小型農場主提供"人工智能"服務嗎？ Anyone here bringing "AI" to small-mid farmers? (news.ycombinator.com)
42. Ask HN: "完美"的合成數據是初創企業突破數據壁壘的唯一途徑嗎？ Is "Perfect" Synthetic Data the only way startups break the data moat? (news.ycombinator.com)
43. 一位機器學習研究員的《鐵拳》五千小時筆記 A Machine Learning Researcher''s Notes from 5k Hours of Tekken (news.ycombinator.com)
45. 我是正教授。編程並非我的謀生手段。但我照樣發佈了生產環境軟件。 I''m a Full Professor. I Don''t Code for a Living. I Shipped Prod Software Anyway (news.ycombinator.com)
47. Ask HN: 你認為應該存在什麼應用/網站？（非人工智能類） What app/website do you think should exist? (non-AI) (news.ycombinator.com)
48. Ask HN: 你的iPhone Safari瀏覽器是否被ChatGPT劫持了？ Has your iPhone Safari been hijacked by ChatGPT? (news.ycombinator.com)
52. Kamunity.com（.eu .se）——歐洲版Reddit Kamunity.com (.eu .se) European alternative to Reddit (news.ycombinator.com)
53. Aks HN：聯合創始人之間進行背景信息傳遞的正確流程是什麼？ Aks HN: What''s the right process for context transfer between co-founders (news.ycombinator.com)
54. Ask HN: 我們如何讓AI/MCP安全產品觸達目標受眾？ How can we make our AI/MCP Security product reach audiences? (news.ycombinator.com)
61. 2026年具備1億美元以上潛力的智能代理人工智能初創企業創意 Agentic AI startup ideas with 100M potential in 2026 (news.ycombinator.com)
65. μ子g-2異常（63 ppm偏差）的幾何推導 Geometric derivation of the muon g-2 anomaly (63 ppm discrepancy) (news.ycombinator.com)
67. Ask HN: 你如何稱呼一個用於導入數據的軟件包？ What would you call a package whose purpose is to import data? (news.ycombinator.com)
68. Ask HN: 不使用故事點進行衝刺。你有什麼行之有效的方法？ Doing sprints without story points. What has worked for you? (news.ycombinator.com)
69. Ask HN: 大多數人如何將HEIC格式轉換為JPG格式？ How are most people converting HEIC to jpg? (news.ycombinator.com)
71. Ask HN: 在評估以隱私為先的廣告平臺或最小可行產品時，您會關注哪些方面？ What do you look for when evaluating privacy-first ad platforms or MVPs? (news.ycombinator.com)
72. Ask HN: 您是否允許在開源項目中提交振動編碼內容？ Do you allow vibecoded submissions in your open-source projects? (news.ycombinator.com)
73. Ask HN: 置身於"合適的圈子"是否讓你的生活更美好？ Has putting yourself in the "right rooms" improved your life? (news.ycombinator.com)
74. Ask HN: 谷歌搜索剛才是不是也短暫停機了？其他人也有這種情況嗎？ Was Google Search just down for a short period for anyone else? (news.ycombinator.com)
76. Ask HN: archive.is 如何訪問付費的在線文章？ How can archive.is access paid online articles? (news.ycombinator.com)
77. Ask HN: 我們（從技術上）能否從汗液中提取鹽分？ Can we (technically) extract salt from our sweat? (news.ycombinator.com)
81. 美國家政服務公司正越來越多地採用語音人工智能技術來提供客戶服務 Home Service Companies in US are using more Voice AI for customer service (news.ycombinator.com)
82. 如果有人不知道從哪裡開始接觸人工智能，歡迎在此留言。 If anyone is confused where to start AI, comment here (news.ycombinator.com)
85. Ask HN: 2025年你正在參與哪些開源副項目？ What open-source side projects are you working on in 2025? (news.ycombinator.com)
86. Ask HN: 如何在谷歌搜索結果中檢測合規風險？ How do you detect compliance risk in Google search results? (news.ycombinator.com)
88. Ask HN: 你如何在Sora 2、Veo 2和Kling之間做出選擇？ How are you choosing between Sora 2, Veo 2, and Kling? (news.ycombinator.com)
89. Ask HN: 為什麼安卓應用Harmonic無法直接保存HN收藏夾？ Why isn''t the Android app Harmonic able to save directly HN favorites? (news.ycombinator.com)
90. 我開發了一款工具，用來避免在領英外聯消息上浪費數小時 I built a tool to stop wasting hours on LinkedIn outreach messages (news.ycombinator.com)
91. Ask HN: 如果有一天人工智能腦芯片成為現實，你會植入嗎？ If oneday AI brain chips become a thing, would you get it? (news.ycombinator.com)
95. Ask HN: 如何處理大型且難以閱讀的Excel公式？ How do you deal with large, hard-to-read Excel formulas? (news.ycombinator.com)
96. 如何實現人工智能對齊？並通過ANI-AGI-ASI保持對齊 How Do You Align AI? and Stay Aligned Thru ANI-AGI-ASI (news.ycombinator.com)
99. 華盛頓州存在種族歧視性法律，導致住房成本更高 Washington State Has Racist Laws Making Housing More Expensive (news.ycombinator.com)
100. 我對“我們生活在模擬世界”這一觀點的貢獻 My contribution to the idea that we lived in a simulation (news.ycombinator.com)
101. Ask HN: 初創公司啟動遭Bolt.new人工智能摧毀。1000萬代幣蒸發，毫無回應 Startup launch destroyed by Bolt.new''s AI. 10M tokens gone, no response (news.ycombinator.com)
102. Ask HN: 人為因素對生產事故的影響有多大？ How much do human factors affect production incidents? (news.ycombinator.com)
103. Ask HN: 團隊如何記住基礎設施決策背後的原因？ How do teams remember why infrastructure decisions were made? (news.ycombinator.com)
104. 全新平臺"Sphere Kit"助力獨立遊戲開發者簡化後端開發 New Platform "Sphere Kit" Built to Ease Back End Dev for Indie Game Developers (news.ycombinator.com)
106. 一個簡單的排行榜改變了玩家在我的益智遊戲中的行為 A simple leaderboard changed player behavior in my puzzle game (news.ycombinator.com)
110. Ask HN: 有人在生產環境中使用基於大型語言模型的文檔處理技術嗎？ Is anyone using LLM based document processing in production? (news.ycombinator.com)
111. Tell HN: 巴黎·巴特菲爾德-艾迪生博士的Apple賬戶已解鎖 Dr Paris Buttfield-Addison''s Apple account has been unlocked (news.ycombinator.com)
113. Ask HN: 如何在年底前使用完學習與發展/培訓資金？ How to spend L&D/Training funds before the end of the year? (news.ycombinator.com)
114. Ask HN: 為何某些來自以往人工智能週期的創新會被遺忘？ Why are some innovations from previous AI cycles forgotten about? (news.ycombinator.com)
115. 我們無法衡量大型語言模型的推理能力，因為它們並不生活在現實世界中。 We can''t measure LLM reasoning because LLMs don''t inhabit a world (news.ycombinator.com)
116. Ask HN: 如何實現人工智能書籍寫作應用的盈利？ How would you monetize an AI book-writing app? (news.ycombinator.com)
117. Ask HN: 2025年人工智能/大型語言模型領域發生了哪些重要進展？ What important developments happened in AI/LLMs in 2025? (news.ycombinator.com)
118. Ask HN: 技術會議組織者，你們的工作有多難？ Tech conference organizers, how hard is your job? (news.ycombinator.com)
121. Ask HN: 這裡誰不是在做網頁應用/服務器程序的？ Who here is not working on web apps/server code? (news.ycombinator.com)
124. 分析是否只是必要之惡，而非真正的價值驅動者？ Is analytics a necessary evil rather than a real value driver? (news.ycombinator.com)
125. 谷歌，別再上傳我的照片了，還說存儲空間已滿 Google, stop uploading my photos and saying that storage is full (news.ycombinator.com)
126. Ask HN: 如何彌合博士學位與軟件工程師經驗之間的差距？ How do I bridge the gap between PhD and SWE experiences? (news.ycombinator.com)
127. Ask HN: 如何在企業產品中對抗Lovable、Replit等平臺 How to fight back against Lovable, Replit, etc. in enterprise products (news.ycombinator.com)
129. Ask HN: 使用Linear的項目經理：如何避免決策背景信息丟失？ PMs using Linear: how do you keep decision context from getting lost? (news.ycombinator.com)
131. Ask HN: 為什麼人工智能在處理代碼時感覺安全，但在處理應用程序狀態時卻顯得脆弱？ Why does AI feel safe for code, but fragile for application state? (news.ycombinator.com)
132. 資深工程師為何在"谷歌SRE"面試中落敗（2026年分析） Why Senior Engineers Fail "Google SRE" Interviews (2026 Analysis) (news.ycombinator.com)
134. Ask HN: 作為獨立開發者，我是否應該將自己開發的每個產品都開源？ Should I Open Source Every Product I Build as an Indie Developer? (news.ycombinator.com)
135. Ask HN: 如果非要攻讀一個非技術類碩士學位，你會選擇什麼專業？ If you had to get a non-tech masters degree, what would you go for? (news.ycombinator.com)
138. Ask HN: 付費套餐能獲得多少額外的反重力？ How much more Antigravity do you get on paid plans? (news.ycombinator.com)
139. Ask HN: 您如何構建全公司的MCP戰略？ How are you building a company-wide MCP strategy? (news.ycombinator.com)
142. Ask HN: 展示並分享你在歐盟開展的成功副業項目 Show and tell your successfull sideprojects based in EU (news.ycombinator.com)
144. 請在提供7天試用期前，先提供1小時免費服務（適用於信用卡支付和/或郵寄服務） Please offer 1 free hour before offering 7 days trials for card AND/OR mail (news.ycombinator.com)
145. Ask HN: 打造理想、無害且不易被剝削的社交平臺的規則？ Rules for a desirable, non-toxic and less exploitable social platform? (news.ycombinator.com)
146. Ask HN: 為什麼那些看似官方的郵件，在我還沒打開之前就讓我感到焦慮？ Why do official-looking emails cause anxiety before I read them? (news.ycombinator.com)
148. 研究論文是超越時空與領域的思想結晶 Research papers are ideas transcneding time and domains (news.ycombinator.com)
149. Ask HN: 如何定義長期運行的AI代理的"完成"狀態？ How do you define "done" for long-running AI agents? (news.ycombinator.com)
150. 內容融合是激勵機制問題，而非人工智能問題？ Is content convergence an incentive problem, not an AI problem? (news.ycombinator.com)
152. Ask HN: 你認為最基本的WordPress安全強化措施是什麼？ What''s the minimal WordPress security hardening you''d trust? (news.ycombinator.com)
153. Ask HN: 假期裡有哪些有趣的論文可以讀？ What are some interesting papers I could read during vacations? (news.ycombinator.com)
154. Ask HN: 支持Windows和Linux的自託管AD/Entra ID替代方案？ Self-hosted AD/Entra ID alternative that works with Windows and Linux? (news.ycombinator.com)
156. Ask HN: 你是如何學會排查生產環境故障的？ How did you learn to debug production incidents? (news.ycombinator.com)
158. FWS – 可通過pip安裝的嵌入式進程監視器，支持PTY/管道/dtach後端 FWS – pip-installable embedded process supervisor with PTY/pipe/dtach back ends (news.ycombinator.com)
159. AI Playground——大型語言模型（GPT、Claude、Gemini等）的免費對比與測試實驗室 AI Playground - free comparison and test lab for LLMs(GPT, Claude, Gemini, more) (news.ycombinator.com)
161. 一個簡單的想法過濾器，讓我省去了數月白費的功夫 A simple idea filter that saved me months of wasted work (news.ycombinator.com)
162. Ask HN: 關於同事提交的、主要由AI生成的PR的反饋禮儀 Etiquette giving feedback on mostly AI-generated PRs from co-workers (news.ycombinator.com)
163. 在澳大利亞，一塊太陽能電池板能產生多少能量？ How Much Energy Does One Solar Panel Produce in Australia? (news.ycombinator.com)
165. 中央空調系統保障潔淨室門性能 Centralized Air Conditioning Supports Cleanroom Door Performance (news.ycombinator.com)
166. Ask HN: 2025年靠副業月入500美元的人——展示與分享 Those making 500/month on side projects in 2025 – Show and tell (news.ycombinator.com)
167. Ask HN: 有人明白Hacker News是怎麼運作的嗎？ Does anyone understand how Hacker News works? (news.ycombinator.com)
168. Ask HN: 我是否應該創立一個軟件基金會（目標：協助緊急救援服務）？ Should I start a software foundation (goal: help emergency services)? (news.ycombinator.com)
169. Ask HN: 倒置的面部能否解決佩戴N95口罩時的面部識別問題？ Can upside down faces solve face recognition while wearing N95 masks? (news.ycombinator.com)
172. Tell HN: GitHub推遲了自託管運行器的價格上調 GitHub has postponed self-hosted runner price hike (news.ycombinator.com)
174. Ask HN: 人們是否在使用代理來克隆/移植代碼庫？ Are people using Agents to clone/port codebases (news.ycombinator.com)
175. Ask HN: 你會為一款能自動填寫求職申請的工具付費嗎？ Would you pay for a tool that auto-fills job applications? (news.ycombinator.com)
176. Tell HN: 不，您的Lambda憑證不會在AWS外部使用。 No, your Lambda credentials aren''t being used outside of AWS (news.ycombinator.com)
179. Ask HN: 大型語言模型（LLMs）的價值是否超過整個科技行業？ Are LLMs worth more than the entire tech industry? (news.ycombinator.com)
180. Ask HN: 關於在線廣告值得研究的有趣課題有哪些？ Interesting topics to research around online advertisement? (news.ycombinator.com)
182. 尋找遠程Python/Django/Flask開發崗位 Looking for a Remote Job in Python/Django/Flask (news.ycombinator.com)
185. 非法律專業背景的AI原型開發者如何獲得早期支持？ How should a solo founder with a non LLM AI prototype get early support? (news.ycombinator.com)
186. Ask HN: 當Hacker News無法訪問時，你做了什麼？ What did you do when Hacker News was down? (news.ycombinator.com)
191. Ask HN: 您希望從事什麼工作？（2025年12月） What would you like to work on? (December 2025) (news.ycombinator.com)
194. Ask HN: 你在忙什麼？（2025年12月中旬） What Are You Working On? (Mid – December 2025) (news.ycombinator.com)
196. 我利用免費WordPress技術棧，推出了月費9900歐元的行政人員靜修項目 I launched a 9.9k/mo executive retreat using a free WordPress stack (news.ycombinator.com)
197. Ask HN: 如何提升我運用人工智能進行UI設計的能力？ How can I get better at using AI for UI design? (news.ycombinator.com)
199. Ask HN: 作為開發者，如何學習市場營銷？這和編程完全不同啊。 How do you learn marketing as a developer? It''s so different from coding (news.ycombinator.com)
200. Ask HN: MCP調用導致動態上下文長度問題 MCP calls leading to dynamic context length issues (news.ycombinator.com)
202. 抗抑鬱藥對心代謝及其他參數的影響 The effects of antidepressants on cardiometabolic and other parameters (news.ycombinator.com)
203. （第二部分）將Claude與我的代碼庫無縫集成，嘗試實現持久化內存 (part 2) unsevering Claude to my codebase, attempting persistent memory (news.ycombinator.com)
204. Ask HN: 還有誰在輸入一兩個提示後就觸發Claude Code Pro的限制？ Anyone else hitting Claude Code Pro limits after 1 or 2 prompts? (news.ycombinator.com)
206. Ask HN: 如何準備研究實習面試？ How Do You Prepare for Research Internship Interviews? (news.ycombinator.com)
208. Ask HN: 你會使用自主託管的支付方式來避免支付延遲嗎？ Would you use self-hosted payments to avoid payout holds? (news.ycombinator.com)
209. 若想創辦一家被投資者忽視的人工智能初創公司，請勿閱讀本文 Don''t Read This If You Want an AI Startup Investors Ignore (news.ycombinator.com)
210. 紋身麻醉膏可提升長時間紋身過程中的舒適度 Tattoo Numbing Cream Improves Comfort During Long Tattoo Sessions (news.ycombinator.com)
213. 選擇適合重型使用的正確不鏽鋼實用水槽 Choosing the Right Stainless Steel Utility Sink for Heavy-Duty Use (news.ycombinator.com)
216. Ask HN: 當新用戶的提交內容消失時會發生什麼？ What happens when a new user''s submission disappears? (news.ycombinator.com)
218. Ask HN: 把編程當作工作的人看起來正常嗎？ Do People who treat coding as a job look normal? (news.ycombinator.com)
219. 誰體驗過使用PR代碼審查工具？哪些功能有效，哪些效果不佳？ Who has enjoyed using PR code reviewers? What worked and what didn’t? (news.ycombinator.com)
220. Ask HN: 何不讓三萬人的體育場與人工智能共同創作音樂？ Why not have a stadium of 30k people composing music with AI? (news.ycombinator.com)
221. 安德魯·吳的課程是否值得重新學習以進入人工智能領域？ Are Andrew Ng courses for entering the AI field worth it to respecialize? (news.ycombinator.com)
222. 頂級創業點子，保證獲得100萬美元種子輪融資 Top Startup Ideas Guaranteed to Get 1M Seed Funding (news.ycombinator.com)
223. Ask HN: Gemini API 上的“模型過載”是怎麼回事？ What''s up with the "model overloaded" on Gemini API? (news.ycombinator.com)
224. 我們構建了一個內部項目管理系統——它後來發展成了Dyversal AI。 We built an internal project management system – it became Dyversal AI (news.ycombinator.com)
227. Ask HN: 在成熟的代碼庫中，你是如何進行氛圍編碼的？ How are you vibe coding in an established code base? (news.ycombinator.com)
228. Www.iqoption 賬戶餘額已轉入 2,200,000.00 雷亞爾 Www.iqoption saldo enviado R 2.200.000,00 (news.ycombinator.com)
229. Maurorondonia gmail.com存款 2,200,000.00 已完成 Maurorondonia gmail.com Deposito 2.200.000,00 Efetued (news.ycombinator.com)
230. 我想打造一款產品，而不是又一個千篇一律的圖像生成器。 I want to build a product, not another generic image generator (news.ycombinator.com)
233. 將網頁數據轉化為關鍵績效指標和圖表，直接在瀏覽器中完成 Turn web data to KPIs and charts, right in the browser (news.ycombinator.com)
236. Ask HN: 你的LLM是否符合你的個性並能有效運作？ Does your LLM respond and work in your personality? (news.ycombinator.com)
238. 我敢打賭，你絕對不想錯過2026年這些人工智能初創企業的創意點子 I Bet You Don''t Want to Miss These AI Startup Ideas in 2026 (news.ycombinator.com)
240. Ask HN: 我們是否都在假裝明白/不明白RESTful API的含義？ Do we all just pretend to know / not know what RESTful API means? (news.ycombinator.com)
242. Ask HN: 是什麼促使你為小型開源項目貢獻力量？ What makes you contribute to small open source projects? (news.ycombinator.com)
243. Ask HN: 職場政治對你的職業生涯影響有多大？ How Much Has Office Politics Affected Your Career? (news.ycombinator.com)
245. 開源AI工具，通過代碼自動部署雲基礎設施 Open Source AI tool that sets up cloud infra from code (news.ycombinator.com)
246. 你會為一個執行LLM代碼以驗證其正確性的工具付費嗎？ Would you pay for a tool that executes LLM code to verify it? (news.ycombinator.com)
248. 還有其他人沒有收到Cloudflare對P3支持工單的回覆嗎？ Anyone else not getting replies from Cloudflare for P3 support tickets? (news.ycombinator.com)
249. Ask HN: Claude Opus 4.5 與 GPT 5.1 Codex Max 在編碼領域的對比。值得升級嗎？ Claude Opus 4.5 vs. GPT 5.1 Codex Max for coding. Worth the upgrade? (news.ycombinator.com)
250. 當人工智能代理做出錯誤決策時，你如何進行調試？ How do you debug when your AI agent makes wrong decisions? (news.ycombinator.com)
253. Rkik v2.0.0 – NTP、NTS、PTP診斷、預設與配置，Docker測試實驗室 Rkik v2.0.0 – NTP, NTS, PTP diagnostics, presets and config, Docker test lab (news.ycombinator.com)
255. 液態科技智能滲透非洲，全球蔓延 Liquid Technologies Intelligently Seeps Through Africa, Spilling Globally (news.ycombinator.com)
256. Ask HN: 是什麼阻礙了我們對Python代碼進行完整的靜態驗證？ What''s stopping us from having full static validation of Python code? (news.ycombinator.com)
257. 我開發了一款免費工具，用於提取原始YouTube縮略圖（高清和最大分辨率） I built a free tool to extract original YouTube thumbnail images (HD and MaxRes) (news.ycombinator.com)
258. 58.5%零點擊：人工智能助手與"無應用"界面的崛起 58.5% Zero-Click: The rise of AI agents and "App-less" interfaces (news.ycombinator.com)
259. Ask HN: 為什麼Gemini CLI和Claude Code的圖形用戶界面如此糟糕？ Why are Gemini CLI and Claude Code TUIs so terrible? (news.ycombinator.com)
262. Ask HN: 你怎麼知道你正在做的事情值得去做？ How do you know what you''re working on is worth working on? (news.ycombinator.com)
265. Ask HN: 有人把基礎算術當作“快照”而非程序來學習嗎？ Did anyone learn basic arithmetic as "snapshots" instead of procedures? (news.ycombinator.com)
266. Ask HN: 有人知道為什麼Grok已經超過3小時沒有回覆任何推文了嗎？ Any idea why Grok hasn''t responded to any tweet for more than 3 hrs now? (news.ycombinator.com)
267. Ask HN: 沒有博士學位，如何才能進入應用研究領域工作？ What does it take to get hired into applied research without a PhD? (news.ycombinator.com)
268. 人體工學辦公椅：保障職場長期健康的明智之選 Ergonomic Office Chairs: A Smart Investment for Long-Term Health at Work (news.ycombinator.com)
269. 我把公寓裡所有的燈都換成了可尋址LED燈帶 I replaced every light in my apartment with addressable LED strips (news.ycombinator.com)
270. Ask HN: 有沒有面向高級用戶的AI模型聊天界面？ Any AI model chat interfaces for power users? (news.ycombinator.com)
271. Ask HN: 如何從語音轉錄文本中可靠地提取動作？ How to reliably extract actions from voice transcripts? (news.ycombinator.com)
273. “消極強化”（對封禁的恐懼）是否是有效的學習策略？ Is "Negative Reinforcement" (fear of banning) a valid strategy for learning? (news.ycombinator.com)
274. Ask HN: 唯一的基督徒是否必須在聖誕節當天工作？ Should the Only Christian Have to Work on Christmas Day (news.ycombinator.com)
277. Ask HN: 一款用於追蹤錯誤並歸類至根本原因的軟件？ A software to track errors and group into root causes? (news.ycombinator.com)
279. OWASP PTK 9.2.4：CVE查詢模塊與聚焦CVE的動態應用程序安全測試（DAST）攻擊 OWASP PTK 9.2.4: CVE Lookup module and CVE-focused DAST attacks (news.ycombinator.com)
281. 當代理路由完全確定化時，會發生哪些變化？ What changes when agent routing is fully deterministic? (news.ycombinator.com)
282. Ask HN: 您是如何教育您的小學階段子女的？ How are you educating your elementary aged children? (news.ycombinator.com)
283. Ask HN: 反重力網站在您的操作系統上是否佔用高CPU？ Is the antigravity web site high CPU on your OS? (news.ycombinator.com)
285. 超越相關性：隱性市場機制的識別（實證結果） Detecting hidden market regimes beyond correlation (empirical results) (news.ycombinator.com)
286. 用於在運行時管理智能體行為的自主人工智能控制平面 An Autonomous AI Control Plane for Governing Agent Behavior at Runtime (news.ycombinator.com)
288. Ask HN: 是否有展示人工智能輔助開發的GitHub倉庫？ Is there a GitHub repo illustrating AI assisted development? (news.ycombinator.com)
290. Ask HN: 打造一款平靜、非遊戲化的學習應用是錯誤嗎？ Is building a calm, non-gamified learning app a mistake? (news.ycombinator.com)
292. 逆向工程ATS解析器（並因此被Reddit封號） Reverse-engineering ATS parsers (and getting banned from Reddit for it) (news.ycombinator.com)
293. Ask HN: 如何對未經審核的代碼感到放心？ How do you get comfortable with shipping code you haven''t reviewed? (news.ycombinator.com)
294. Ask HN: 人工智能代理在演示中表現出色，但人們實際如何使用它呢？ AI agents look great in demos, but how are people using it? (news.ycombinator.com)
296. Ask HN: 為什麼現代人工智能對"氛圍編碼"一無所知或不願討論？ Why are modern AIs ignorant or reluctant to talk about "vibe coding"? (news.ycombinator.com)
299. 我們開發了一款嚴格的人工智能盡職調查工具。誠邀技術批評。 We built a strict AI due-diligence tool. Looking for technical criticism (news.ycombinator.com)