2. Metot——利用大型語言模型進行結構化論點映射（不僅限於摘要生成） Metot – Using LLMs for structural argument mapping (not just summarization) (news.ycombinator.com)
4. Git歷史記錄比你的站立會議更瞭解情況。我們開發了能查詢它的AI。 Git history knows more than your standup. We built an AI to query it (news.ycombinator.com)
7. 創意：利用人工智能作為預處理器來改進傳統時間軸技術 Idea: Using AI as a pre-processor to improve traditional TT (news.ycombinator.com)
8. Ask HN: 分階段電價能否加速可再生能源部署？ Can a two-phase tariff accelerate renewable deployment? (news.ycombinator.com)
9. Ask HN: 哪些電子郵件服務商不會重複使用電子郵件地址？ What email providers don''t recycle email addresses? (news.ycombinator.com)
10. Ask HN: 如何應對產品管理中需求收集的挑戰？ How do I navigate horror of requirement gathering in product management? (news.ycombinator.com)
13. Ask HN: 我是新用戶——無法提交鏈接。我需要等待嗎？ New user here – unable to submit a link. Do I just need to wait? (news.ycombinator.com)
15. Ask HN: 一款能在不同設備間可靠同步瀏覽記錄的瀏覽器？ A browser that syncs history reliably across devices? (news.ycombinator.com)
24. Ask HN: 你是先寫技術文檔，還是直接寫代碼？ Do you write a technical doc first or just vibe code? (news.ycombinator.com)
25. Ask HN: 如何處理面向多個受眾的版本說明？ How do you handle release notes for multiple audiences? (news.ycombinator.com)
26. 10-15年後，軟件開發者的工作會是什麼樣子？ How will software developer jobs look like in 10-15 year? (news.ycombinator.com)
28. Ask HN: 你處理本地多個Git倉庫的工作流程是怎樣的？ What''s your workflow for handling many Git repos locally? (news.ycombinator.com)
29. Ask HN: 健康/海洋建設者：您願意花錢解決哪些餐桌難題？ Health/Ocean builders: What problem would you pay to get off your plate? (news.ycombinator.com)
30. Meta“刪除”了與親友多年的聊天記錄 Meta "deletes" years of conversations with friends/family (news.ycombinator.com)
31. Ask HN: 構建智能體時應選用何種框架/工具？ What framework/tool should I use for building agents? (news.ycombinator.com)
32. Ask HN: 如何才能更擅長運用人工智能進行編程？ How can I get better at using AI for programming? (news.ycombinator.com)
34. Tell HN: Python軟件基金會現正展示橫幅廣告 The Python Software Foundation is now showing banner ads (news.ycombinator.com)
36. Tell HN: 馬斯克從未在推特上猜測過中本聰的真實身份。 Musk has never *tweeted* a guess for real identity of Satoshi Nakamoto (news.ycombinator.com)
40. Ask HN: 你常出沒的線上科技圈子裡，有沒有不涉及人工智能的？ Any online tech spaces you hang around that don''t involve AI? (news.ycombinator.com)
41. Ask HN: 迄今為止，你認為人工智能創造的最真實價值是什麼？ What''s the most real value you''ve seen AI create so far? (news.ycombinator.com)
43. 設計適用於100萬次每秒查詢處理能力（QPS）的CPM廣告系統，同時避免超支的DSP架構 Designing a DSP architecture for 1M QPS CPM ads without overspending (news.ycombinator.com)
44. MicroMint——與朋友共同投資小額資金 MicroMint – invest small amounts together with friends (news.ycombinator.com)
48. Tell HN: Cloudflare現已在德國對Polymarket實施審查 Cloudflare now censors Polymarket in Germany (news.ycombinator.com)
49. Gemini搭配Thinking 3 Pro無法實現多行字符串替換腳本 Gemini with Thinking 3 Pro can''t script multi-line string replacement (news.ycombinator.com)
50. Ask HN: 是否存在某個本地開發工具，你因某個反覆出現的問題而渴望它能存在？ Is there a local dev tool you wish existed because of a repeating issue? (news.ycombinator.com)
52. 計算機動畫師兼Amiga狂熱愛好者迪克·範·戴克迎來百歲誕辰 Computer Animator and Amiga fanatic Dick Van Dyke turns 100 (news.ycombinator.com)
54. Ask HN: 如何為本地AI模型賦予長期記憶？ How do you give a local AI model long-term memory? (news.ycombinator.com)
55. Ask HN: 你在工作流程中如何管理 curl 命令？ How do you manage curl commands in your workflow? (news.ycombinator.com)
58. 資深專家顧問協助我追回被盜的加密貨幣 Proficient EXPERT CONSULTANT Helped me retrieve my stolen coin (news.ycombinator.com)
59. Ask HN: 這是在Rust中暴露分佈式狀態的合理方式嗎？ Is this a sane way to expose distributed state in Rust? (news.ycombinator.com)
60. 關於GoLogin和AdsPower穩定性差異的問題 Question about stability differences between GoLogin and AdsPower (news.ycombinator.com)
61. Ask HN: 全力投入人工智能熱潮，還是享受為人父母的樂趣？ Go all-in on AI Boom vs. enjoy parenthood? (news.ycombinator.com)
63. 是否需要聯繫教練來籌集種子期資金（即未產生收入前的啟動資金）？ Referral to coach for fundraising for pre-revenue seed capital? (news.ycombinator.com)
64. 針對一款新產品發現應用的早期增長思路？ Early-stage growth ideas for a new product-discovery app? (news.ycombinator.com)
67. Ask HN: 究竟是誰在客觀評估人工智能的輸出結果？又是如何評估的？ Who is honestly evaluating AI outputs and how? (news.ycombinator.com)
68. Ask HN: 還有人注意到OpenAI實驗室的網站徹底消失了嗎？ Did anyone else notice that the OpenAI Labs website was completely gone? (news.ycombinator.com)
69. Ask HN: 有人通過自力更生獲得過20萬美元以上的谷歌雲平臺積分嗎？ Has anyone gotten 200K GCP credits bootstrapped? (news.ycombinator.com)
72. Ask HN: 不用AI寫作比在網上分享你的醫療記錄更糟糕嗎？ Is writing without AI worse than sharing your medical records online? (news.ycombinator.com)
73. Tell HN: 人工智能對軟件黑客有利，因為我們將變得更具實質性。 AI is good for software hackers because we will be more substantial (news.ycombinator.com)
77. 能讀懂你Git歷史記錄的人工智能，讓你無需撰寫狀態報告 AI that reads your Git history so you don''t have to write status reports (news.ycombinator.com)
78. Ask HN: 你讀過什麼毫無意義卻滿足了你求知慾的東西？ Pointless thing you''ve read that gratified your intellectual curiosity? (news.ycombinator.com)
79. Ask HN: 還有人用localStorage令牌做免登錄試用嗎？ Anyone else doing login-free trials with localStorage tokens? (news.ycombinator.com)
80. 我們在Stripe處理超過10億美元交易後的"企業級"經驗（請謹慎對待） Our "enterprise" experience with Stripe after 1B processed (be careful) (news.ycombinator.com)
81. 我非常希望能獲得一些痴迷數據的攀巖者（Expo/RN應用）的反饋。 I would love to get some feedback from data-obsessed climbers (Expo/RN app) (news.ycombinator.com)
82. Ask HN: 你們是否正在為產品經理等團隊構建類似Lovable/v0的內部工具？ Are you building internal Lovable/v0-like tools for your PMs/etc.? (news.ycombinator.com)
87. 向開發者解釋聖誕節：一個系統架構的故事 Explaining Christmas to developers as a system architecture story (news.ycombinator.com)
88. “你面試美國公司，我們幹活”的騙局是如何運作的？ How does a "you interview for US company, we do the work" scam work? (news.ycombinator.com)
89. 照明革命：智能LED如何改變家庭與商業空間 Revolutionizing Lighting: How Smart LEDs Are Transforming Homes and Businesses (news.ycombinator.com)
90. Ask HN: 如何在澳大利亞刪除Substack賬戶？ How can I delete a Substack account in Australia? (news.ycombinator.com)
91. 在澳大利亞年齡法規實施後刪除Substack賬戶 Deleting Substack account after Australia age laws (news.ycombinator.com)
92. OpenAI最新模型ChatGPT 5.2未能通過一個簡單的邏輯問題測試 OpenAI latest model ChatGPT 5.2 fails a simple logic problem (news.ycombinator.com)
95. 免費向印度境內任意地址寄送復古聖誕明信片 Send a vintage Christmas postcard for free to any Indian address (news.ycombinator.com)
97. 如何優化我的開發工作流程——生產力的變革者 How I Streamlined My Development Workflow – A Game Changer for Productivity (news.ycombinator.com)
99. iOS TCC使黑客能夠訪問未公開的利物浦服務 iOS TCC Lets Hacker Feed Reach Undocumented Liverpool Service (news.ycombinator.com)
100. Ask HN: 你早年經歷過最簡陋的居住環境是什麼？ What was the most humble living situation you had in your early days? (news.ycombinator.com)
101. 構建人工智能成本優化器與人工智能防滑坡工具，誠徵反饋。 Building an AI cost-optimizer and AI Slop Prevention tool Looking for feedback." (news.ycombinator.com)
102. 它可應用於發動機系統裝置，並能積極促進牛頓第三定律的實現。 It Can Apply and Positive in Favor the Newton III Law on an Engine System Device (news.ycombinator.com)
103. 先進技術小說流入式1齒輪渦輪/反應式2葉片渦輪壓縮機/衝動式 State Ofthe Art Novel InFlow 1Gearturbine/Reaction 2Imploturbocompressor/Impulse (news.ycombinator.com)
105. 歐盟醫療初創企業聲稱可合法使用OpenAI API，實則不然 EU Healthcare Startups Cannot Legally Use OpenAI API Despite Saying They Can (news.ycombinator.com)
107. 人工智能編程固然迷人，但會計才是真正的低垂自動化果實。 AI coding is sexy, but accounting is the real low-hanging automation target (news.ycombinator.com)
109. Ask HN: 貴團隊花更多時間在技術上還是在競爭對手上？ Does your team spend more time on tech or on competitors? (news.ycombinator.com)
115. BetterNotes：本地優先的筆記工具，搭配友好的AI工作流 BetterNotes: Local-First Note-Taking with a Friendly AI Workflow (news.ycombinator.com)
118. 為何你的RAG每月花費2400美元（以及我們如何將其削減73%） Why Your RAG Costs 2,400/Month (and How We Cut It by 73%) (news.ycombinator.com)
119. Ask HN: 這個月有人成功續訂了IEEE會員資格嗎？ Has anyone been able to renew their IEEE this month? (news.ycombinator.com)
120. Ask HN: 源代碼的令牌長度接近e是否具有重要意義？ Is it significant that token length of source is close to e? (news.ycombinator.com)
121. pg_exporter：用於 PostgreSQL 指標的模塊化 Prometheus 導出器 pg_exporter: A modular Prometheus exporter for PostgreSQL metrics (news.ycombinator.com)
123. Ask HN: 最初的三年增長如何？如今又處於何種境地？ What was first 3 year growth, and where are you now? (news.ycombinator.com)
127. 開源"Notch"平臺助力人工智能、智能體與自動化 Open Source "Notch" for AI, Agents and Automation (news.ycombinator.com)
128. 最新Claude模型中可復現的系統提示提取 Reproducible System Prompt Extraction in Latest Claude Models (news.ycombinator.com)
130. Ask HN: 有人能解釋OpenAI積分為什麼會過期嗎？ Can someone explain why OpenAI credits expire? (news.ycombinator.com)
131. RDP殭屍網絡攻擊——使用住宅IP保護美國RDP安全——RDPExtra RDP Botnet Attacks – Secure RDP USA with Residential IP – RDPExtra (news.ycombinator.com)
132. Ask HN: GCP賬戶遭入侵併盜刷百萬美元 GCP account got compromised and ran million dollar bill (news.ycombinator.com)
133. 虛假"Dynamic Island for Mac"應用正在冒充我的產品，傳播惡意軟件 Fake "Dynamic Island for Mac" app is impersonating my product, spreading malware (news.ycombinator.com)
134. 如何測試多個API有效負載和邊界情況？ How do you test multiple API payloads and edge cases? (news.ycombinator.com)
135. Ask HN: 專業編程會讓你忘記那種"魔力"般的感覺嗎？ Does professional coding make you forget the "magic" feeling? (news.ycombinator.com)
137. Ask HN: 您在生產環境中如何處理大型語言模型（LLM）API的成本？ How are you handling LLM API costs in production? (news.ycombinator.com)
138. 我開發了一款工具，能將原始Git活動轉化為AI生成的摘要。 I built a tool that turns raw Git activity into AI summaries (news.ycombinator.com)
139. 一款模塊化、以人為本的LED系統，可響應晝夜節律模式 A Modular, Human-Centric LED System That Reacts to Circadian Patterns (news.ycombinator.com)
140. 原生並行推理器：自我進化以學習並行推理 Native Parallel Reasoner: Self-Evolving to Learn Parallel Reasoning (news.ycombinator.com)
141. Startupideasdb.com 是我獲得夢想中的人工智能科技創業點子的地方。你可以谷歌一下。 Startupideasdb,com is where I got my dream AI Tech Startup Idea. You can Google (news.ycombinator.com)
142. Console.text() – 代碼執行時的短信提醒 Console.text() – SMS alerts when code executes (news.ycombinator.com)
145. Ask HN: Claude Code用戶，您今天是否遇到使用限制降低的情況？ Claude Code users, are you experiencing reduced usage limits today? (news.ycombinator.com)
146. Ask HN: 既然Gemini是免費的，為什麼人們還要使用Claude或ChatGPT呢？ Why are people using Claude or ChatGPT when Gemini is free? (news.ycombinator.com)
147. 是否有支持真正客戶端獨立密鑰管理的Proton Drive替代方案？ Are there Proton Drive alternatives with true client-only key handling? (news.ycombinator.com)
148. 你可以在這裡找到眾多價值1億美元的人工智能初創企業創意 You can find so many 100M AI Startup Ideas Here (news.ycombinator.com)
149. 您將在這裡獲得超過12,000個經過驗證的創業創意 You''ll get over 12k validated startup ideas here (news.ycombinator.com)
150. Ask HN: 在2025年，你掌握了哪些付出巨大努力卻回報豐厚的技能？ What high-effort, high-reward skills have you developed in 2025? (news.ycombinator.com)
152. 人工智能是泡沫嗎？為何我們押注於部署階段 Is AI a Bubble? Why We''re Betting on the Installation Phase (news.ycombinator.com)
153. 由退伍軍人打造的iPhone穩定性追蹤器，助您遠離跌倒風險 Veteran-built iPhone steadiness tracker to help people avoid falls (news.ycombinator.com)
154. 你是否記錄情緒或心情日記？你為什麼這樣做，它對你有幫助嗎？ Do you keep an emotion or mood journal? Why do you do it, and has it helped you? (news.ycombinator.com)
155. 隱私優先的預算工具——所有數據均存儲於本地存儲，支持離線使用 Privacy-first budgeting tool – all data stays in localStorage, works offline (news.ycombinator.com)
156. Ask HN: 為什麼人們願意把錢託付給ChatGPT，卻不信任透明的算法？ Why do people trust ChatGPT with their money but not transparent algos? (news.ycombinator.com)
161. Ask HN: 我們是否應該開始動態切換支付服務商？ Should we start switching payment providers dynamically (news.ycombinator.com)
162. Ask HN: 你遇到過最煩人的倉庫配置經歷是什麼？ What''re the most annoying repo setup stories you have? (news.ycombinator.com)
165. 我開發了一個能繞過驗證碼和登錄頁面的AI網頁抓取工具 I built an AI web-scraper that bypasses captchas and login pages (news.ycombinator.com)
166. Ask HN: 我能繞過Stripe的疑似陰影封禁嗎？ Can I get around an assumed shadowban from Stripe? (news.ycombinator.com)
168. 在數據工程工具之上，你使用什麼用戶界面來查看數據？ What UI do you use on top of data engineering tools to look at data? (news.ycombinator.com)
171. 即興創作（200萬美元種子輪前融資）：具備自主管理上下文功能的人工智能應用構建器 Empromptu (2M pre-seed): AI application builder with Self-Managing Context (news.ycombinator.com)
172. Ask HN: 為Ghost打造更優的Markdown工作流？構建輕量級網頁編輯器 Better Markdown workflow for Ghost? Building a lightweight web editor (news.ycombinator.com)
173. 基準測試：A100與H100在多GPU負載下的NVMe隨機讀取吞吐量對比 Benchmark: A100 vs. H100 NVMe Random Read throughput during multi-GPU loading (news.ycombinator.com)
174. 我構建了Createy AI——一個原生macOS人工智能層，用於完成瀏覽器上下文切換。 I built Createy AI A native macOS AI layer to finish browser context switching (news.ycombinator.com)
175. 2026：集成開發環境消亡之年（史蒂夫·耶格與金恩談人工智能編程） 2026: The Year the IDE Died (Steve Yegge and Gene Kim Talk AI Coding) (news.ycombinator.com)
179. 我構建了一個統一的Git活動引擎，用於清理GitHub與Bitbucket之間的混亂局面。 I built a unified Git activity engine to clean the mess between GitHub,Bitbucket (news.ycombinator.com)
182. Ask HN: 是否存在一個設計術語，專門指代故意讓用戶界面更令人沮喪的行為？ Is there a design term for deliberately making a UI more frustrating? (news.ycombinator.com)
183. Tell HN: 如今已有開源軟件（FOSS/H）可替代主流科技巨頭的產品 There are now FOSS/H alternatives to major BigTech products (news.ycombinator.com)
184. Ask HN: 有沒有一款"優質"（非隱私噩夢）的汽車後市場平視顯示器？ Is there a "good" (non-privacy horror) aftermarket HUD for your car? (news.ycombinator.com)
185. 關係型人工智能與構成型人工智能：我們是否聚焦於正確的問題？ Relational AI vs. Constitutional AI: Are we focusing on the right question? (news.ycombinator.com)
186. Ask HN: 你上次希望文檔能整合成一個文件是什麼時候？ When is the last time you wished the docs were in a single file? (news.ycombinator.com)
187. 1…765432100 – 12月11日的Unix時間序列假日 1…765432100 – Unix Time Sequence Holiday on December 11 (news.ycombinator.com)
188. Ask HN: 13英寸的MacBook在沒有外接顯示器的情況下夠用嗎？ Is 13" MacBook good enough without an external monitor? (news.ycombinator.com)
189. Ask HN: 當確認丟失時，Go-Back-N ARQ中的未送達數據包計算？ Outstanding packets calculation in Go-Back-N ARQ when ACK lost? (news.ycombinator.com)
191. Ask HN: CVE-2025-55182 漏洞披露後——我們是否需要審計後門程序？ Post-CVE-2025-55182 – should we be auditing for backdoors? (news.ycombinator.com)
192. Google 日曆擴展程序——專為日曆用戶設計的瀏覽器端增強工具 Google Calendar Extension – a browser-side enhancement for Calendar users (news.ycombinator.com)
195. 高淨值人士的早期融資是否已然失靈，還是創始人本身就採用了錯誤的融資方式？ Ask HNIs early-stage fundraising broken,or founders just pitching the wrong way? (news.ycombinator.com)
196. Ask HN: 基於JVM/CDP的瀏覽器代理堆棧是否本質上是個糟糕的主意？ Is a JVM/CDP based browser agent stack fundamentally a bad idea? (news.ycombinator.com)
197. 我開發了一個人工智能，它能讀取你的Git歷史記錄並撰寫狀態報告。 I built an AI that reads your Git history and writes status reports (news.ycombinator.com)
198. Ask HN: 貴公司是否投入時間進行系統和API設計？ Does your company spend time on system and API design? (news.ycombinator.com)
199. 一項微型熵實驗，將大型語言模型推向意想不到的軌跡 A tiny entropy experiment to push LLMs into unexpected paths (news.ycombinator.com)
200. Ask HN: 學習一門新的編程語言還有價值嗎？ Is it still worth learning a new programming language? (news.ycombinator.com)
204. Tell HN: GitHub聽取了用戶反饋，移除了AI摘要功能。 GitHub listened and removed the AI summary feature (news.ycombinator.com)
205. Ask HN: 初級軟件工程師加入快速成長公司，項目質量欠佳 New swe engineer at a scale-up, low quality of projects (news.ycombinator.com)
206. StillMe——開源的"透明RAG"框架 StillMe – an open-source "transparent RAG" framework (news.ycombinator.com)
207. OkayWebHost——一家簡潔高效的印度託管服務商 OkayWebHost– A simple, India-based managed hosting (news.ycombinator.com)
208. 如果人工智能被用於分配工作而非執行工作，會怎樣？ What if AI was used to distribute work instead of doing the work? (news.ycombinator.com)
210. 你們當中有誰在大型企業應用中使用大型語言模型來創建完整功能？ Is any of you using LLMs to create full features in big enterprise apps? (news.ycombinator.com)
211. 為何2025年末的"遠程"職位招聘仍僅限於美國/加拿大/英國/德國？ Why are "remote" jobs in late 2025 still limited to hiring in US/CA/UK/DE? (news.ycombinator.com)
213. 標準Ubuntu應用程序集中的任何組件都不依賴於curl嗎？ Nothing in standard Ubuntu app set relies on curl? (news.ycombinator.com)
215. Ask HN: 如何以簡單的方式處理帶線程的收件箱郵件？ How can someone handle inbound emails with threading in simple way? (news.ycombinator.com)
217. Ask HN: 當真正的藝術/作品被稱為"AI垃圾"時，你該如何應對？ What do you do about real art/work being called "AI Slop?" (news.ycombinator.com)
219. 強制代理的所有工具啟用緩存會適得其反。 It is counterproductive to force cache on all tools of an agent (news.ycombinator.com)
220. 獨立創始人如何為複雜的B2B產品獲取首批試點用戶？ How do solo founders get their first pilot users for a complex B2B product? (news.ycombinator.com)
221. 2025年12月：Claude Code vs. Opencode vs. Codex vs. Gemini CLI December 2025: Claude Code vs. Opencode vs. Codex vs. Gemini CLI (news.ycombinator.com)
226. Ask HN: 在休完學術假後，重啟SWE職業生涯會有多困難？ How difficult will resuming a SWE career be after a sabbatical? (news.ycombinator.com)
227. Ask HN: 是否應在HN指南中禁止"我問了AI，它說"這類回覆？ Should "I asked AI, and it said" replies be forbidden in HN guidelines? (news.ycombinator.com)
228. Ask HN: 為什麼計算機無法在操作系統層面上覆制GIF文件？ Why can''t computers copy GIFs at OS level? (news.ycombinator.com)
229. 在小眾論壇中自動化發現潛在客戶，什麼方法有效？ Automating lead discovery across niche forums what''s effective? (news.ycombinator.com)
230. 有人成功實現Reddit/LinkedIn等平臺的社交媒體監測自動化，且準確度尚可嗎？ Has anyone automated social listening for Reddit/LinkedIn/ with decent accuracy? (news.ycombinator.com)
232. Divyam-LLM-互操作性：跨API和模型進行LLM響應與請求的翻譯 Divyam-LLM-interop:LLM responses,requests translation across APIs and models (news.ycombinator.com)
237. 溫馨提示：NPM經典令牌將於今日失效 Friendly reminder: NPM classic tokens will be revoked today (news.ycombinator.com)
241. 創始人：在業務擴展過程中，你們如何保持商業戰略與技術架構的協調一致？ Founders How do you keep your business strategy,tech stack aligned as you scale? (news.ycombinator.com)
243. YC是否支持初創企業支付10萬美元H1B簽證費以引進人才？ Does YC support startups paying the 100K H1B fee to import talents? (news.ycombinator.com)
245. 我在谷歌廣告上花了1000美元，以下是我的心得體會 I spent 1000 on Google Ads and here''s what I learnt (news.ycombinator.com)
248. Orderzup——印度最佳物流聚合平臺即將上線 Orderzup best shipping aggregator in India launching soon (news.ycombinator.com)
250. 將PST聯繫人導入安卓手機是可行的 It Is Possible to Import PST Contacts into My Android Phone (news.ycombinator.com)
252. GLP-1熱潮背後的真正瓶頸是什麼：科研能力還是激勵機制？ What''s the real bottleneck behind the GLP-1 boom: science capacity or incentives (news.ycombinator.com)
253. 動態鏈接 - https://github.com/tinyhref/dynamic-link DynamicLink - https://github.com/tinyhref/dynamic-link (news.ycombinator.com)
255. Tell HN: 切勿與Kraken進行交易，我提交的客服工單已懸而未決15天。 Do not do business with Kraken I''ve had a support case open for 15 days (news.ycombinator.com)
256. 在缺乏公開數據的情況下，我們如何驗證企業的循環經濟主張？ How Do We Verify Corporate Circular Economy Claims Without Public Data? (news.ycombinator.com)
260. RGE-256：一種基於ARX的具有結構化熵與經驗驗證的新型偽隨機數生成器 RGE-256:A New ARX-Based PRNG with Structured Entropy and Empirical Validation (news.ycombinator.com)
262. 我開發了一個人工智能系統，它通過示例學習代碼轉換（而非生成式）。 I built an AI that learns code transformations from examples (not generative) (news.ycombinator.com)
265. Gemini 3 搭配 Gemini CLI 是否存在問題？ Is Gemini 3 with Gemini CLI having issues? (news.ycombinator.com)
267. 用於檢測Linux cron任務配置錯誤的審計工具（LPE） Audit and tool to detect Linux cron job misconfigurations (LPE) (news.ycombinator.com)
271. Ask HN: 谷歌是否在OpenAI分享後才知曉RLHF（突破）？ Did Google know about RLHF(breakthru) only after OpenAI shared (news.ycombinator.com)
272. 自由職業者因工具碎片化而損失約30%的時間和收入 Freelancers are losing 30% of their time and revenue to tool fragmentation (news.ycombinator.com)
273. GitHub拉取請求建議脫離倉庫上下文 GitHub pull request suggestions escape repository context (news.ycombinator.com)
274. Anthropic向Statsig發送您的用戶ID、IP地址、電子郵箱以及尋找糖爹的地點 Anthropic Sends Statsig Your User ID,IP,Email and Where to Find a SugarDaddy (news.ycombinator.com)
275. Ask HN: 哪些寫作模式會讓帖子看起來像是由大型語言模型生成的？ Which writing patterns make a post look LLM-generated? (news.ycombinator.com)
278. GPU共享的新方法：基於SLA的確定性GPU內核調度 A New Approach to GPU Sharing: Deterministic, SLA-Based GPU Kernel Scheduling (news.ycombinator.com)
279. Ask HN: 像 messenger.new 這樣的域名價值幾何？ How valuable is a domain like messenger.new? (news.ycombinator.com)
280. 新異教徒的思緒 / 新石器時代宗教的重建 Thoughts of a Neopagan / the Reconstruction of Neolithic Religion (news.ycombinator.com)
281. Pyversity 與托馬斯·範·東根（施普林格·自然集團） Pyversity with Thomas van Dongen (Springer Nature) (news.ycombinator.com)
282. 海岸退休金計算器——何時能停止為退休儲蓄而焦慮 Coast FIRE Calculator – When you can stop stressing about retirement savings (news.ycombinator.com)
283. 史密斯先生，你的情報太弱了。（我對本地代理模型的實踐經驗） Your intel is weak, Mr. Smith. (My experiences with local agentic models) (news.ycombinator.com)
285. Ask HN: 如今還有適合資深用戶購買的安卓手機嗎？ Are there any viable Android phones for a power user to buy nowadays? (news.ycombinator.com)
286. Chai；這個macOS終端命令能讓你的會話保持活躍 Chai; the macOS terminal command that keeps your session alive (news.ycombinator.com)
287. 當"雜亂十二月"仍在加載時，"整潔十二月"已蓄勢待發。 With Detty December still loading, Tidy December is revving (news.ycombinator.com)
292. Pixel 9 Pro專為Google Fi設計，但iPhone 16 Pro的性能更勝一籌 The Pixel 9 Pro was designed for Google Fi, but the iPhone 16 Pro outperforms it (news.ycombinator.com)
293. Tell HN: 我希望OpenAI能夠成功，這是為了全人類的福祉。 I want open AI to succeed for the sake of humanity (news.ycombinator.com)
297. Ask HN: 大型語言模型能否察覺到你提交了不同的聊天記錄？ Do LLMs know when you submit a different chat history? (news.ycombinator.com)
298. Ask HN: 異步更新：輸入阻力 vs. 輸出阻力？ Async updates: Input friction vs. Output friction? (news.ycombinator.com)
300. Ask HN: 這家聲稱自家芯片比英偉達更優的歐盟初創公司究竟是何方神聖？ What''s this EU startup that claims its chip is better than Nvidia''s? (news.ycombinator.com)