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只显示 Google Trends、Hacker News 和 GitHub Trending。解读来自乔木 LLM，失败时自动降级为规则解读。
01
Launch HN: Manufact (YC S25) – MCP Cloud
24 points, 11 comments on Hacker News today.
24 points · 11 comments1 条关联来源规则解读
02
Android Developer Verification: Threat masquerading as protection
1219 points, 499 comments on Hacker News today.
1219 points · 499 comments1 条关联来源规则解读
03
Show HN: Mail Memories – A desktop app to rescue photos from Gmail
33 points, 12 comments on Hacker News today.
33 points · 12 comments1 条关联来源规则解读
04
AI can't be listed as inventor on patent applications, Japan's top court rules
122 points, 45 comments on Hacker News today.
122 points · 45 comments1 条关联来源规则解读
05
Is One Layer Enough? A Single Transformer Layer Matches Full-Parameter RL Train
64 points, 15 comments on Hacker News today.
64 points · 15 comments1 条关联来源规则解读
06
How to ask for help from people who don't know you
44 points, 2 comments on Hacker News today.
44 points · 2 comments1 条关联来源规则解读
07
German button maker searched rivers of American Midwest for valuable shells
51 points, 12 comments on Hacker News today.
51 points · 12 comments1 条关联来源规则解读
08
Show HN: ZeroFS – A log-structured filesystem for S3
62 points, 34 comments on Hacker News today.
62 points · 34 comments1 条关联来源规则解读
09
Kimi K2.7 Code is generally available in GitHub Copilot
300 points, 125 comments on Hacker News today.
300 points · 125 comments1 条关联来源规则解读
10
The primary purpose of code review is to find code that will be hard to maintain
157 points, 94 comments on Hacker News today.
157 points · 94 comments1 条关联来源规则解读