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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
15 points, 3 comments on Hacker News today.
15 points · 3 comments1 条关联来源规则解读
02
Android Developer Verification: Threat masquerading as protection
1199 points, 491 comments on Hacker News today.
1199 points · 491 comments1 条关联来源规则解读
03
Show HN: Mail Memories – A desktop app to rescue photos from Gmail
26 points, 11 comments on Hacker News today.
26 points · 11 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
109 points, 41 comments on Hacker News today.
109 points · 41 comments1 条关联来源规则解读
05
Is One Layer Enough? A Single Transformer Layer Matches Full-Parameter RL Train
56 points, 15 comments on Hacker News today.
56 points · 15 comments1 条关联来源规则解读
06
German button maker searched rivers of American Midwest for valuable shells
46 points, 11 comments on Hacker News today.
46 points · 11 comments1 条关联来源规则解读
07
How to ask for help from people who don't know you
38 points, 2 comments on Hacker News today.
38 points · 2 comments1 条关联来源规则解读
08
Show HN: ZeroFS – A log-structured filesystem for S3
56 points, 33 comments on Hacker News today.
56 points · 33 comments1 条关联来源规则解读
09
Kimi K2.7 Code is generally available in GitHub Copilot
295 points, 125 comments on Hacker News today.
295 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
150 points, 92 comments on Hacker News today.
150 points · 92 comments1 条关联来源规则解读