{
  "version": "https://jsonfeed.org/version/1", 
  "title": "\u521b\u9020\u8005", 
  "description": "People are at their best when they're creating. \u6b22\u8fce\u901a\u8fc7\u8fd9\u4e2a\u8282\u70b9\u5bfb\u627e\u521b\u4e1a\u4f19\u4f34\u3002", 
  "home_page_url": "https://www.v2ex.com/go/starter", 
  "feed_url": "https://www.v2ex.com/feed/starter.json", 
  "icon": "https://cdn.v2ex.com/navatar/a0a0/80f4/122_large.png?m=1767013343", 
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    {
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        "url": "https://www.v2ex.com/member/chengguang", 
        "name": "chengguang", 
        "avatar": "https://cdn.v2ex.com/avatar/4e6a/1b15/629593_large.png?m=1775729375"
      }, 
      "url": "https://www.v2ex.com/t/1204687", 
      "date_modified": "2026-04-10T00:28:30+00:00", 
      "content_html": "<p>\u5404\u4f4d\u5927\u4f6c\u597d\uff0c</p>\n<p>\u8fd9\u91cc\u505a\u4e2a\u81ea\u6211\u63a8\u8350\u3002\u6211\u6700\u8fd1 3 \u5e74\u4e00\u76f4\u5728\u505a\u72ec\u7acb\u5f00\u53d1\u548c\u526f\u4e1a\u641e\u94b1\u7684\u5b9e\u8df5\uff0c\u6700\u8fd1\u6211\u628a\u81ea\u5df1\u8e29\u8fc7\u7684\u5751\u3001\u505a\u8fc7\u7684\u5c0f\u9879\u76ee\u3001\u53d8\u73b0\u601d\u8def\u6574\u7406\u6210\u4e86\u5185\u5bb9\uff0c\u5728<strong>\u5c0f\u7ea2\u4e66&amp;\u6296\u97f3\uff1a\u6a59\u5149-\u72ec\u7acb\u5f00\u53d1\u641e\u94b1\u601d\u7ef4</strong>\u6301\u7eed\u66f4\u65b0\u3002</p>\n<p>\u5185\u5bb9\u4e3b\u8981\u56f4\u7ed5\uff1a\u7a0b\u5e8f\u5458\u72ec\u7acb\u5f00\u53d1\u843d\u5730\u3001\u5c0f\u4ea7\u54c1\u53d8\u73b0\u3001\u526f\u4e1a\u907f\u5751\u3001\u63a5\u5355\u4e0e\u5546\u4e1a\u5316\u8fd9\u4e9b\u5b9e\u6218\u65b9\u5411\uff0c\u6ca1\u6709\u865a\u5934\u5df4\u8111\u7684\u5047\u5927\u7a7a\u7406\u8bba\uff0c\u90fd\u662f\u81ea\u5df1\u7684\u771f\u5b9e\u8e29\u5751\u603b\u7ed3\uff0c\u4ee5\u53ca\u81ea\u5df1\u62ff\u5230\u8fc7\u7ed3\u679c\uff0c\u8d5a\u5230\u8fc7\u94b1\u7684\u5fc3\u5f97\u7ecf\u9a8c\u3002</p>\n<p>\u5982\u679c\u6709\u611f\u5174\u8da3\u3001\u60f3\u4e00\u8d77\u4ea4\u6d41\u72ec\u7acb\u5f00\u53d1\u548c\u641e\u94b1\u7684\u670b\u53cb\uff0c\u53ef\u4ee5\u5e2e\u6211\u70b9\u8d5e\u5173\u6ce8\u4e00\u4e0b\uff0c\u591a\u63d0\u5b9d\u8d35\u610f\u89c1\uff0c\u4e92\u76f8\u5b66\u4e60\u4ea4\u6d41\uff0c\u611f\u8c22\u5927\u5bb6\uff5e</p>\n<p>\u6296\u97f3\u53f7\uff1aywxzsk</p>\n<p>\u5c0f\u7ea2\u4e66\uff1a <a href=\"https://xhslink.com/m/58SlY4UvCJk\" rel=\"nofollow\">https://xhslink.com/m/58SlY4UvCJk</a></p>\n", 
      "date_published": "2026-04-09T10:15:32+00:00", 
      "title": "\u505a\u72ec\u7acb\u5f00\u53d1\u7684\u4e00\u4e9b\u601d\u8003\uff0c\u5728\u81ea\u5a92\u4f53\u4e0a\u548c\u5927\u5bb6\u4ea4\u6d41", 
      "id": "https://www.v2ex.com/t/1204687"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/xdbytes1", 
        "name": "xdbytes1", 
        "avatar": "https://cdn.v2ex.com/avatar/ed09/4ef7/447542_large.png?m=1775208645"
      }, 
      "url": "https://www.v2ex.com/t/1203390", 
      "date_modified": "2026-04-05T00:47:13+00:00", 
      "content_html": "<p>\u505a\u4e86 8 \u5e74\u540e\u7aef\u5f00\u53d1\uff0c\u5176\u5b9e\u5f88\u60f3\u505a\u4e00\u4e2a\u771f\u6b63\u5c5e\u4e8e\u81ea\u5df1\u7684\u4ea7\u54c1\u3002\u4ee5\u524d\u603b\u662f\u5361\u5728\u4e86 UI \u8bbe\u8ba1\u3001\u524d\u7aef\u5f00\u53d1\u3001\u591a\u8bed\u8a00\u9002\u914d\u3001\u843d\u5730\u9875\u8bbe\u8ba1\u3001\u6587\u6848\u7b49\u5468\u8fb9\u95ee\u9898\u4e0a\u3002\u8fd9\u4e9b\u95ee\u9898\u96be\u5ea6\u4e0d\u662f\u5f88\u9ad8\uff0c\u4f46\u4f1a\u5360\u636e\u5927\u91cf\u5f00\u53d1\u65f6\u95f4\u3002\n\u73b0\u5728\u597d\u4e86\uff0c\u8fd9\u4e9b\u5468\u8fb9\u7684\u4e8b\u60c5\u53ef\u4ee5\u5168\u90e8\u4ea4\u7ed9 AI \u6765\u505a\uff0c\u6211\u53ea\u9700\u8981\u628a\u63a7\u5168\u5c40\u3001\u5f15\u5bfc\u65b9\u5411\u3002\u6838\u5fc3\u7684\u7cfb\u7edf\u8bbe\u8ba1\u5f53\u7136\u8fd8\u662f\u5f97\u81ea\u5df1\u6765\u505a\uff0c\u81ea\u5df1\u505a\u597d\u4e86\u4ea4\u7ed9 Codex \u548c Claude \u5206\u522b Review \uff0c\u6709\u9700\u8981\u63d0\u5347\u7684\u5c31\u63a5\u7eb3\u5b83\u4eec\u7684\u5efa\u8bae\u3002\n\u6211\u8ba4\u4e3a\u672a\u6765 1-3 \u5e74\u4f1a\u662f\u72ec\u7acb\u7a0b\u5e8f\u5458\u501f\u52a9 AI \u817e\u98de\u7684\u4e00\u4e2a\u597d\u65f6\u673a\uff0cOPC \u4e00\u4eba\u516c\u53f8\u4e0d\u662f\u8fd1\u5728\u773c\u524d\uff0c\u800c\u662f\u6b63\u5728\u53d1\u751f\u7684\u5f53\u4e0b\u3002</p>\n", 
      "date_published": "2026-04-03T09:37:17+00:00", 
      "title": "\u5bf9\u4e8e\u60f3\u505a\u72ec\u7acb\u5f00\u53d1\u7684\u7a0b\u5e8f\u5458\u6765\u8bf4\uff0c AI \u65f6\u4ee3\u7684\u5230\u6765\u662f\u6700\u5927\u7684\u798f\u62a5", 
      "id": "https://www.v2ex.com/t/1203390"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/darkway", 
        "name": "darkway", 
        "avatar": "https://cdn.v2ex.com/avatar/ed22/24fd/43087_large.png?m=1752647909"
      }, 
      "url": "https://www.v2ex.com/t/1203058", 
      "date_modified": "2026-04-03T00:40:50+00:00", 
      "content_html": "<p>\u9274\u4e8e\u4e0a\u4e00\u5e16\u6709\u4e9b\u5730\u65b9\u6ca1\u5199\u6e05\u695a\uff0c\u5bfc\u81f4\u5927\u5bb6\u8bef\u4ee5\u4e3a\u6211\u53ea\u662f\u5728\u505a\u4e00\u4e2a SDK \u3002\u4ea7\u751f\u4e86\u8bef\u4f1a\uff0c\u6211\u91cd\u65b0\u68b3\u7406\u4e00\u4e0b\u4e1a\u52a1\u903b\u8f91\u548c\u652f\u4ed8\u80cc\u666f\uff0c\u5e0c\u671b\u80fd\u5f97\u5230\u4e00\u4e9b\u6709\u5efa\u8bbe\u6027\u7684\u5efa\u8bae\u3002</p>\n<h4>1. \u6211\u7684\u4ea7\u54c1\u5230\u5e95\u662f\u4ec0\u4e48\uff1f</h4>\n<ul>\n<li><strong>\u4ea7\u54c1\u540d\u79f0\uff1a</strong>\u300a\u4e00\u5ff5\u6210\u4ed9\u300b\uff08\u6587\u6e38\u4fee\u4ed9 MUD \uff09\u3002</li>\n<li><strong>\u4ea7\u54c1\u5f62\u6001\uff1a</strong> \u8fd0\u884c\u5728 QQ \u5e73\u53f0\u4e0a\u7684<strong>\u6587\u5b57\u4ea4\u4e92\u6e38\u620f</strong>\uff08\u975e\u7eaf SDK \uff09\u3002</li>\n<li><strong>\u5e02\u573a\u60c5\u51b5\uff1a</strong> \u66fe\u83b7 QQ \u5f00\u653e\u5e73\u53f0\u5b98\u65b9\u6d3b\u52a8\u5956\u9879\uff0c\u76ee\u524d\u5728 QQ \u7fa4\u673a\u5668\u4eba\u5a31\u4e50\u7c7b\u76ee\u6392\u540d\u9760\u524d\u3002</li>\n<li><strong>\u5408\u89c4\u6027\uff1a</strong> \u4f01\u4e1a\u4e3b\u4f53\u8fd0\u8425\uff0c\u62e5\u6709 ICP \u589e\u503c\u7ecf\u8425\u8bb8\u53ef\uff0c\u5df2\u5b8c\u6210 <strong>AI \u7b97\u6cd5\u5907\u6848</strong>\u3002</li>\n</ul>\n<h4>2. \u6280\u672f\u6846\u67b6 vs. \u5546\u4e1a\u4e1a\u52a1\uff08\u56de\u5e94 @mooyo \uff09</h4>\n<ul>\n<li><strong>\u5f00\u6e90\u6846\u67b6\uff08 Gensokyo \uff09\uff1a</strong> \u8fd9\u662f\u6211\u81ea\u5df1\u5f00\u53d1\u7684 Golang \u673a\u5668\u4eba\u6846\u67b6\uff0c\u5199\u7684\u867d\u7136\u4e0d\u597d\uff0c\u5df2\u7ecf\u5728 Github \u5f00\u6e90\uff0c\u6709\u5e2e\u52a9\u5230\u793e\u533a\u91cc\u5f00\u53d1\u8005\uff08\u6709\u8fc7\u5220\u5e93\uff09\u5220\u5e93\u524d 1500star \u3002</li>\n<li><strong>\u5546\u4e1a\u4e1a\u52a1\uff08\u4e00\u5ff5\u6210\u4ed9\uff09\uff1a</strong> \u8fd9\u662f\u57fa\u4e8e\u4e0a\u8ff0\u6846\u67b6\u5f00\u53d1\u7684<strong>\u5177\u4f53\u673a\u5668\u4eba\u4e1a\u52a1</strong>\u3002</li>\n<li><strong>\u903b\u8f91\u5173\u7cfb\uff1a</strong> \u652f\u4ed8\u7533\u8bf7\u662f\u4e3a\u201c\u673a\u5668\u4eba\u4e1a\u52a1\u201d\u7533\u8bf7\u7684\uff0c\u4e0d\u662f\u4e3a\u201c\u5f00\u6e90\u6846\u67b6\u201d\u7533\u8bf7\u7684\u3002\u5c31\u50cf\u7528 Gin \u6846\u67b6\u5199\u4e86\u4e2a\u7535\u5546\u7f51\u7ad9\uff0c\u4f60\u7533\u8bf7\u652f\u4ed8\u662f\u7ed9\u7535\u5546\u7f51\u7ad9\u7528\u7684\uff0c\u800c\u4e0d\u662f\u7ed9 Gin \u7528\u7684\u3002</li>\n</ul>\n<h4>3. \u4e3a\u4ec0\u4e48\u6b7b\u78d5 H5 \u652f\u4ed8\uff1f</h4>\n<p>\u5f88\u591a\u8001\u54e5\u5efa\u8bae\u7528\u5c0f\u7a0b\u5e8f\u6216\u4f01\u5fae\uff0c\u5176\u5b9e\u80fd\u8d70\u7684\u8def\u6211\u90fd\u8d70\u8fc7\uff0c\u4e14\u5168\u6210\u4e86\u70ae\u7070\uff1a</p>\n<ul>\n<li><strong>\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\u6536\u6b3e\u65b9\u6848\uff1a</strong> \u66fe\u6210\u529f\u63a5\u5165\uff0c\u7531\u4e8e\u4ea7\u54c1\u5c5e\u4e8e\u201c\u673a\u5668\u4eba/ AI \u4ea4\u4e92\u201d\u8fd9\u79cd\u65b0\u8d5b\u9053\uff0c\u88ab\u98ce\u63a7\u8bef\u4f24\uff0c<strong>\u8d26\u53f7\u6c38\u4e45\u5c01\u7981</strong>\u3002</li>\n<li><strong>\u4f01\u4e1a\u5fae\u4fe1\u5ba2\u670d\u6536\u6b3e\u65b9\u6848\uff1a</strong> \u4e5f\u5c1d\u8bd5\u8fc7\uff0c\u7ed3\u679c<strong>\u4f01\u5fae\u4e3b\u4f53\u76f4\u63a5\u88ab\u6c38\u4e45\u5c01\u7981</strong>\u3002</li>\n<li><strong>\u7b2c\u4e09\u65b9\u652f\u4ed8\uff08\u6c47\u4ed8\u3001\u62c9\u5361\u62c9\u7b49\uff09\uff1a</strong> \u8981\u4e48\u6ca1\u6709 H5 \uff0c\u8981\u4e48\u6ca1\u56de\u8c03\uff08\u9700\u7528\u6237\u624b\u52a8\u67e5\u5355\uff09\uff0c\u8f6c\u5316\u7387\u6781\u4f4e\u3002</li>\n<li><strong>\u591a\u4e3b\u4f53\u591a\u516c\u53f8\uff08\u5c01\u4e00\u4e2a\u6362\u4e00\u4e2a\u5462\uff09\uff1a</strong> \u5728\u8fd9\u4e2a\u65b9\u6848\u5f00\u59cb\u7684\u7b2c 3 \u5929\uff0c\u5c31\u5168\u90e8\u516c\u53f8\u4f01\u4e1a\u5fae\u4fe1+\u5c0f\u7a0b\u5e8f\u652f\u4ed8\u88ab\u5c01\uff0c\u663e\u7136\u6709\u8bc6\u522b\u548c\u98ce\u63a7\u3002</li>\n</ul>\n<p><strong>\u7ed3\u8bba\uff1a</strong> H5 \u652f\u4ed8\u662f\u6211\u5728\u4fdd\u8bc1\u5408\u89c4\u3001\u4fdd\u8bc1\u7528\u6237\u4f53\u9a8c\uff08\u70b9\u51fb\u5373\u4ed8\uff09\u524d\u63d0\u4e0b\u7684<strong>\u552f\u4e00\u751f\u8def</strong>\u3002</p>\n<h4>4. \u6838\u5fc3\u77db\u76fe\uff1a\u5b98\u65b9\u8ba4\u53ef\u7684\u4e1a\u52a1 vs. \u652f\u4ed8\u773c\u4e2d\u7684\u201c\u9ed1\u4ea7\u201d</h4>\n<p>\u8fd9\u5c31\u662f\u6700\u8352\u8bde\u7684\u5730\u65b9\uff1a</p>\n<ul>\n<li><strong>\u5728 QQ \u4fa7\uff1a</strong> \u6211\u662f\u5b98\u65b9\u5408\u4f5c\u4f19\u4f34\uff0c\u662f\u7c7b\u76ee\u5934\u90e8\uff0c\u662f\u5408\u89c4\u7684 AI \u5e94\u7528\u3002</li>\n<li><strong>\u5728\u5fae\u4fe1\u652f\u4ed8\u4fa7\uff1a</strong> \u5ba2\u6237\u7ecf\u7406\u76f4\u63a5\u5b9a\u6027\u4e3a\u201c\u9ed1\u4ea7\u201d\uff0c40 \u6b21\u7533\u8bf7\u4e2d\uff0c\u7406\u7531\u4ece\u201c\u6ca1\u6709\u5ba2\u670d\u6309\u94ae\u201d\u5230\u201c\u641e\u4e0d\u61c2\u5356\u7684\u662f\u4ec0\u4e48\u201d\u53cd\u590d\u6a2a\u8df3\u3002</li>\n<li><strong>\u5728\u5a92\u4f53\u4fa7\uff1a</strong> \u6211\u662f\u65b0\u4eac\u62a5\u3001\u4e2d\u4fe1\u51fa\u7248\u793e\u62a5\u9053\u91cc\u7684 AI \u5b89\u5168\u6b63\u9762\u6848\u4f8b\u3002</li>\n</ul>\n<h4>5. \u6211\u60f3\u8ba8\u8bba\u7684\u95ee\u9898</h4>\n<p>\u4e00\u4e2a\u6709 <strong>ICP \u8bb8\u53ef</strong>\u3001\u6709 <strong>AI \u5907\u6848</strong>\u3001\u6709 <strong>15 \u5e74\u884c\u4e1a\u79ef\u7d2f</strong>\u3001\u8e0f\u8e0f\u5b9e\u5b9e\u7684\u4e00\u4eba\u516c\u53f8\u4ea7\u54c1\uff0c\u4e3a\u4ec0\u4e48\u5728\u63a5\u5165\u5fae\u4fe1\u652f\u4ed8\u65f6\uff0c\u4f1a\u88ab\u5f53\u6210\u201c\u9ed1\u4ea7\u201d\u5173\u5728\u95e8\u5916\u6574\u6574\u4e24\u5e74\uff1f</p>\n<p>\u8fd9\u79cd\u201c\u4f53\u5236\u5316\u7684\u50b2\u6162\u201d\u5bfc\u81f4\u7684\u6b7b\u5faa\u73af\uff0c\u5c0f\u5fae\u5f00\u53d1\u8005\u5230\u5e95\u8be5\u600e\u4e48\u529e\uff1f</p>\n<hr/>\n<p><strong>\u9644\u4e0a\u76f8\u5173\u80cc\u666f\uff08\u6211\u771f\u7684\u4e0d\u662f\u5728\u7f16\u6545\u4e8b\uff09\uff1a</strong></p>\n<ul>\n<li><a href=\"https://www.yuque.com/km57bt/hlhnxg/lhwq85ru2u746u13\" rel=\"nofollow\">\u6d3b\u52a8\u8bb0\u5f55</a></li>\n<li><a href=\"https://github.com/Hoshinonyaruko/Gensokyo\" rel=\"nofollow\">\u4e1a\u52a1\u6240\u7528\u5f00\u6e90\u6846\u67b6</a></li>\n<li><a href=\"https://mp.weixin.qq.com/s/-9fF-N3mVHcLN-7L2I4kwg\" rel=\"nofollow\">\u65b0\u4eac\u62a5 AI \u5b89\u5168\u62a5\u9053\uff1a\u4e0a\u6d77\u521b\u4e1a\u56e2\u961f\u5218\u661f\u5b87</a></li>\n<li><a href=\"https://mp.weixin.qq.com/s/YWE6VsM76X1lBr57__a5pg?click_id=14&amp;from=groupmessage&amp;isappinstalled=0&amp;scene=1&amp;clicktime=1769945643&amp;enterid=1769945643\" rel=\"nofollow\">\u4e2d\u4fe1\u51fa\u7248\u793e\u6d3b\u52a8\u5218\u661f\u5b87</a></li>\n</ul>\n", 
      "date_published": "2026-04-02T03:37:46+00:00", 
      "title": "\u5398\u6e05\u903b\u8f91\uff1a\u4e00\u4e2a QQ \u673a\u5668\u4eba\u521b\u4e1a\u8005\u7684\u652f\u4ed8\u6b7b\u5c40\uff0c\u6211\u771f\u7684\u4e0d\u662f\u5728\u505a\u201c\u9ed1\u4ea7\u201d", 
      "id": "https://www.v2ex.com/t/1203058"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/darkway", 
        "name": "darkway", 
        "avatar": "https://cdn.v2ex.com/avatar/ed22/24fd/43087_large.png?m=1752647909"
      }, 
      "url": "https://www.v2ex.com/t/1203044", 
      "title": "2 \u5e74\uff0c 40 \u6b21\u88ab\u62d2\uff1a\u4e00\u4e2a QQ \u673a\u5668\u4eba\u521b\u4e1a\u8005\u7684\u201c\u897f\u897f\u5f17\u65af\u201d\u5f0f\u652f\u4ed8\u7533\u8bf7\u4e4b\u8def", 
      "id": "https://www.v2ex.com/t/1203044", 
      "date_published": "2026-04-02T02:57:49+00:00", 
      "content_html": "<h3>\u5927\u5bb6\u597d\uff1a</h3>\n<p>\u6211\u662f\u5218\u661f\u5b87\uff08\u7528\u6237\u4eec\u53ef\u80fd\u66f4\u719f\u6089\u6211\u7684\u6635\u79f0\u201c\u8004\u800b\u201d\uff09\u3002</p>\n<p>\u4ece 2011 \u5e74\u5f00\u53d1\u7b2c\u4e00\u4e2a\u201c\u91ce\u751f\u201d\u673a\u5668\u4eba\u5f00\u59cb\uff0c\u5230 2021 \u5e74\u53c2\u52a0\u817e\u8baf QQ \u5f00\u653e\u5e73\u53f0\u6bd4\u8d5b\u83b7\u5956\uff0c\u518d\u5230\u5982\u4eca\u8fd0\u8425\u6587\u6e38 MUD \u300a\u4e00\u5ff5\u6210\u4ed9\u300b\uff0c\u6211\u5df2\u7ecf\u5728\u8fd9\u4e2a\u8d5b\u9053\u8dd1\u4e86 15 \u5e74\u3002</p>\n<p>\u6211\u662f\u4e00\u4e2a\u5178\u578b\u7684\u201c\u4e00\u4eba\u516c\u53f8\u201d\u521b\u4e1a\u8005\u3002\u4e3a\u4e86\u5408\u89c4\uff0c\u6211\u6ce8\u518c\u4e86\u4f01\u4e1a\u4e3b\u4f53\uff0c\u529e\u4e0b\u4e86 ICP \u7ecf\u8425\u8bb8\u53ef\uff0c\u5b8c\u6210\u4e86 AI \u7b97\u6cd5\u5907\u6848\u3002\u6211\u4ee5\u4e3a\u53ea\u8981\u6211\u8db3\u591f\u771f\u8bda\u3001\u8db3\u591f\u5408\u89c4\uff0c\u6280\u672f\u5c31\u80fd\u8ba9\u4e1a\u52a1\u8dd1\u8d77\u6765\u3002\u4f46\u73b0\u5b9e\u7ed9\u4e86\u6211\u4e00\u8bb0\u54cd\u4eae\u7684\u8033\u5149\uff1a<strong>\u538b\u6b7b\u521b\u4e1a\u8005\u7684\uff0c\u5f80\u5f80\u4e0d\u662f\u4e1a\u52a1\u7684\u74f6\u9888\uff0c\u800c\u662f\u50cf\u7a7a\u6c14\u4e00\u6837\u900f\u660e\u3001\u5374\u53c8\u50cf\u5927\u5c71\u4e00\u6837\u6c89\u91cd\u7684\u201c\u652f\u4ed8\u51c6\u5165\u201d\u3002</strong></p>\n<h4>\u4e00\u3001 \u90a3\u4e2a\u201c\u91ce\u751f\u201d\u7684\u68a6\uff0c\u6211\u505a\u4e86 15 \u5e74</h4>\n<p>\u6211\u6df1\u7231\u673a\u5668\u4eba\u5f00\u53d1\uff0c\u4ece 15 \u5c81\u63a5\u89e6\u5230\u73b0\u5728 30 \u591a\u5c81\uff0c\u4f9d\u7136\u5728\u6295\u5165\u70ed\u7231\u3002\u6211\u5f00\u53d1\u8fc7\u5404\u79cd\u529f\u80fd\u7684\u673a\u5668\u4eba\uff1a\u4ece FF14 \u6e38\u620f\u67e5\u8be2\u5230\u8f7b\u5a31\u4e50\u653e\u7f6e\uff0c\u518d\u5230\u73b0\u5728\u7684 AI \u667a\u80fd\u4f53\u548c\u6587\u6e38\u4fee\u4ed9\u3002</p>\n<ul>\n<li><strong>2021 \u5e74\u53c2\u52a0\u7684\u5b98\u65b9\u6d3b\u52a8\uff1a</strong> <a href=\"https://www.yuque.com/km57bt/hlhnxg/lhwq85ru2u746u13\" rel=\"nofollow\">\u6d3b\u52a8\u8bb0\u5f55\u56de\u4f20</a></li>\n<li><strong>\u6211\u5f00\u6e90\u7684\u6240\u7528\u7684\u5f00\u53d1\u6846\u67b6\uff1a</strong> <a href=\"https://github.com/Hoshinonyaruko/Gensokyo\" rel=\"nofollow\">Gensokyo (Github)</a></li>\n</ul>\n<h4>\u4e8c\u30012 \u5e74\uff0c40 \u6b21\uff0c\u4e00\u573a\u5361\u592b\u5361\u5f0f\u7684\u5669\u68a6</h4>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u6700\u57fa\u7840\u7684\u201c\u7528\u6237\u70b9\u51fb\u5373\u4ed8\u201d\uff0c\u6211\u4ece 2024 \u5e74 3 \u6708\u5f00\u59cb\u7533\u8bf7\u5fae\u4fe1 H5 \u652f\u4ed8\u3002\u622a\u6b62\u5230 2026 \u5e74 4 \u6708\uff0c\u6574\u6574\u4e24\u5e74\uff0c\u6211\u63d0\u4ea4\u4e86 <strong>40 \u6b21</strong> \u7533\u8bf7\uff0c\u65e0\u4e00\u4f8b\u5916\uff0c\u5168\u90e8\u88ab\u9a73\u56de\u3002</p>\n<p>\u8fd9 40 \u6b21\u9a73\u56de\uff0c\u50cf\u6781\u4e86\u67d0\u79cd\u8352\u8bde\u6d3e\u620f\u5267\uff1a</p>\n<ul>\n<li><strong>\u7b2c 1-5 \u6b21\uff08 UI \u7ec6\u8282\uff09\uff1a</strong> \u54ea\u6015\u6211\u6309\u8981\u6c42\u52a0\u5165\u4e86\u663e\u8457\u7684\u5ba2\u670d\u5165\u53e3\u3001\u5b8c\u5584\u4e86\u6bcf\u4e00\u4ef6\u5546\u54c1\u7684\u5b9e\u673a\u622a\u56fe\u548c\u4f7f\u7528\u6548\u679c\uff0c\u4f9d\u7136\u88ab\u62d2\u3002</li>\n<li><strong>\u7b2c 6 \u6b21\uff08\u964d\u7ef4\u6253\u51fb\uff09\uff1a</strong> \u5ba2\u6237\u7ecf\u7406\u5728\u7535\u8bdd\u91cc\u76f4\u8a00\uff1a<strong>\u201c\u522b\u60f3\u4e86\uff0c\u673a\u5668\u4eba\u5c31\u662f\u9ed1\u4ea7\uff0c\u6c38\u8fdc\u63a5\u4e0d\u8fdb\u3002\u201d</strong> \u6211\u89e3\u91ca\u6211\u6709\u4f01\u4e1a\u4e3b\u4f53\u3001\u6709 ICP \u8bb8\u53ef\u3001\u6709 AI \u5907\u6848\uff0c\u5bf9\u65b9\u76f4\u63a5\u6302\u65ad\u3002\u968f\u540e\u7684\u4e00\u5e74\uff0c\u6211\u751a\u81f3\u6253\u4e0d\u8fdb 95017 \u7684\u5ba2\u670d\u7535\u8bdd\u3002</li>\n<li><strong>\u7b2c 7-40 \u6b21\uff08\u9b3c\u6253\u5899\uff09\uff1a</strong> \u7406\u7531\u5728\u201c\u4e0d\u77e5\u9053\u4ea7\u54c1\u662f\u4ec0\u4e48\u201d\u3001\u201c\u903b\u8f91\u4e0d\u6e05\u6670\u201d\u3001\u201c\u54c1\u7c7b\u4e0d\u652f\u6301\u201d\u4e4b\u95f4\u53cd\u590d\u6a2a\u8df3\u3002</li>\n</ul>\n<p><strong>\u8bbd\u523a\u7684\u662f\uff1a</strong> \u6211\u7684\u540c\u884c\u56e0\u4e3a\u6709\u5b9e\u4f53\u5bb6\u65cf\u4ea7\u4e1a\uff0c\u53ef\u4ee5\u590d\u7528\u8d44\u8d28\u8f7b\u677e\u83b7\u6279\uff1b\u800c\u6211\u8fd9\u4e2a\u771f\u6b63\u624e\u6839\u5bf9\u8bdd\u673a\u5668\u4eba\u884c\u4e1a\u7684\u5f00\u53d1\u8005\uff0c\u88ab\u8981\u6c42\u201c\u5fc5\u987b\u7528\u672c\u4e1a\u52a1\u7533\u8bf7\u201d\uff0c\u7136\u540e\u88ab\u56de\u590d\u201c\u672c\u4e1a\u52a1\u4e0d\u4e88\u901a\u8fc7\u201d\u3002</p>\n<h4>\u4e09\u30011% \u8f6c\u5316\u7387\u80cc\u540e\u7684\u5c0a\u4e25</h4>\n<p>\u5728\u652f\u4ed8\u94fe\u8def\u4e0a\uff0c\u591a\u4e00\u4e2a\u6b65\u9aa4\uff0c\u5c31\u610f\u5473\u7740 1% \u751a\u81f3\u66f4\u591a\u7684\u8f6c\u5316\u7387\u6d41\u5931\u3002\u5bf9\u4e8e\u5927\u5382\uff0c1% \u662f\u6ce2\u52a8\uff1b\u5bf9\u4e8e\u201c\u4e00\u4eba\u516c\u53f8\u201d\uff0c\u8fd9 1% \u5c31\u662f\u751f\u5b58\u7a7a\u95f4\u3002</p>\n<p>\u4e3a\u4e86\u529e\u652f\u4ed8\uff0c\u6211\u6298\u817e\u4e86\u4e24\u5e74\uff0c\u82b1\u4e86 1 \u4e07\u591a\uff1a</p>\n<ul>\n<li><strong>\u6c47\u4ed8\uff1a</strong> \u53ea\u6709\u4e8c\u7ef4\u7801\uff0cH5 \u7533\u8bf7\u4f9d\u7136\u88ab\u5fae\u4fe1\u5361\u6b7b\u3002</li>\n<li><strong>\u62c9\u5361\u62c9\uff1a</strong> \u6709 H5 \u4f46\u6ca1\u56de\u8c03\uff0c\u7528\u6237\u5f97\u624b\u52a8\u67e5\u5355\uff0c\u4f53\u9a8c\u6781\u5dee\u3002</li>\n<li><strong>\u7231\u53d1\u7535\uff1a</strong> 6% \u624b\u7eed\u8d39\uff0c\u4e14\u4f01\u4e1a\u5408\u89c4\u6253\u6b3e\u6d41\u7a0b\u4e00\u76f4\u65e0\u4eba\u6709\u6548\u5bf9\u63a5\u3002</li>\n</ul>\n<h4>\u56db\u3001 \u96be\u9053\u70ed\u7231\u771f\u7684\u662f\u4e00\u79cd\u201c\u539f\u7f6a\u201d\uff1f</h4>\n<p>\u6211\u66fe\u4f5c\u4e3a\u6b63\u9762\u5178\u578b\u51fa\u73b0\u5728\u5a92\u4f53\u62a5\u9053\u548c\u884c\u4e1a\u6d3b\u52a8\u4e2d\uff1a</p>\n<ul>\n<li><strong>\u4e2d\u4fe1\u51fa\u7248\u793e AI \u4e66\u5c55\u5609\u5bbe\uff1a</strong> <a href=\"https://mp.weixin.qq.com/s/YWE6VsM76X1lBr57__a5pg?click_id=14&amp;from=groupmessage&amp;isappinstalled=0&amp;scene=1&amp;clicktime=1769945643&amp;enterid=1769945643\" rel=\"nofollow\">\u6d3b\u52a8\u62a5\u9053\u94fe\u63a5</a></li>\n<li><strong>\u65b0\u4eac\u62a5 AI \u5b89\u5168\u65b0\u95fb\u6b63\u9762\u6848\u4f8b\uff1a</strong> <a href=\"https://mp.weixin.qq.com/s/-9fF-N3mVHcLN-7L2I4kwg\" rel=\"nofollow\">\u65b0\u95fb\u94fe\u63a5</a></li>\n</ul>\n<p>\u6211\u7528\u5c3d\u5168\u529b\u60f3\u8ba9\u652f\u4ed8\u5e73\u53f0\u4e86\u89e3\u6211\u7684\u4e1a\u52a1\u662f\u5408\u89c4\u3001\u900f\u660e\u4e14\u6709\u4ef7\u503c\u7684\uff0c\u4f46\u4ed6\u4eec\u53ea\u662f\u5728\u91cd\u590d\u7684\u7406\u7531\u91cc\uff0c\u4e00\u5e74\u53c8\u4e00\u5e74\u5730\u5426\u5b9a\u6211\u3002</p>\n<p>\u53d1\u5728 V2EX \uff0c\u662f\u56e0\u4e3a\u8fd9\u91cc\u6709\u5f88\u591a\u540c\u8def\u4eba\u3002\u6211\u60f3\u95ee\u95ee\u5927\u5bb6\uff1a<strong>\u5728\u4e00\u4e2a\u201c\u65b0\u4e8b\u7269\u201d\u4e0d\u88ab\u7406\u89e3\u3001\u751a\u81f3\u88ab\u9884\u8bbe\u4e3a\u201c\u9ed1\u4ea7\u201d\u7684\u73af\u5883\u91cc\uff0c\u50cf\u6211\u4eec\u8fd9\u6837\u7684\u5c0f\u5fae\u5f00\u53d1\u8005\uff0c\u9664\u4e86\u65e0\u5948\uff0c\u8fd8\u80fd\u53bb\u54ea\u91cc\u5bfb\u627e\u90a3\u4e00\u7ebf\u751f\u673a\uff1f</strong></p>\n"
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        "name": "v2exgo", 
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      "url": "https://www.v2ex.com/t/1202895", 
      "date_modified": "2026-04-02T01:23:37+00:00", 
      "content_html": "", 
      "date_published": "2026-04-01T10:14:26+00:00", 
      "title": "v \u53cb\u4eec\uff0c\u5982\u679c\u505a\u4e00\u6b3e\u4ea7\u54c1 \u5982\u4f55\u8fdb\u884c\u63a8\u5e7f\uff0c\u6295\u6d41\uff1f\u6709\u8fd9\u65b9\u9762\u7684\u7ecf\u9a8c\u4e48\uff1f\u6709\u6ca1\u6709\u5927\u4f6c\u8fdb\u884c\u8fd9\u65b9\u9762\u7684\u4ecb\u7ecd", 
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        "avatar": "https://cdn.v2ex.com/gravatar/85eb6d3d1dd083b25bd5d26896ca45f2?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1202868", 
      "date_modified": "2026-04-02T01:23:20+00:00", 
      "content_html": "\u4ece\u6765\u6ca1\u6709\u505a\u8fc7\u7c7b\u4f3c\u7684\u4e8b\u60c5\uff0c\u5f53\u65f6\u5f00\u53d1\u7684\u65f6\u5019\u4e3b\u8981\u662f\u51fa\u4e8e\u5174\u8da3\uff0c\u540e\u6765\u5c31\u591a\u6b21\u8fed\u4ee3\u4e4b\u540e\uff0c\u529f\u80fd\u53d8\u5f97\u4e30\u5bcc\u611f\u89c9\u53ef\u4ee5\u505a\u505a\u63a8\u5e7f\u8bd5\u8bd5\u770b\uff0c\u4f46\u662f\u4e0d\u77e5\u4ece\u4f55\u4e0b\u624b\u3002<br />\u662f\u4e00\u4e2a\u8bb0\u5f55\u559d\u9152\u7684\u5c0f\u7a0b\u5e8f\uff0c\u540c\u65f6\u8fd8\u4f1a\u9644\u5e26\u4e00\u4e9b\u793e\u4ea4\u53d1\u670b\u53cb\u5708\u7684\u529f\u80fd\u548c\u627e\u9644\u8fd1\u7684\u9152\u5427\u7684\u529f\u80fd\u3002", 
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      "url": "https://www.v2ex.com/t/1202381", 
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/>\u5148\u4ea4\u5e95\u724c\uff1a\u4e09\u4e2a\u6708\u603b\u6536\u76ca 568 \u5143\u3002<br /><br />\u4e0d\u591a\uff0c\u5bf9\u5427\uff1f\u751a\u81f3\u6bd4\u4e0d\u4e0a\u4ee5\u524d\u5728\u5317\u4eac\u6572\u4e00\u5929\u4ee3\u7801\u7684\u5de5\u8d44\u3002\u4f46\u8fd9\u4e2a\u6570\u5b57\u80cc\u540e\u7684\u201c\u590d\u5229\u66f2\u7ebf\u201d\u5374\u975e\u5e38\u6709\u610f\u601d\uff1a<br /><br />\u7b2c\u4e00\u4e2a\u6708\uff08\u7070\u5ea6\u6d4b\u8bd5\u671f\uff09\uff1a \u6536\u76ca 35 \u5143\u3002\u6bcf\u5929\u51e0\u5206\u94b1\u3001\u51e0\u6bdb\u94b1\u5730\u8fdb\u8d26\uff0c\u4f34\u968f\u7740\u4e25\u91cd\u7684\u6d41\u91cf\u7126\u8651\u3002<br /><br />\u7b2c\u4e8c\u4e2a\u6708\uff08\u654f\u6377\u8fed\u4ee3\u671f\uff09\uff1a \u6536\u76ca 128 \u5143\u3002\u8c03\u6574\u4e86\u8f93\u51fa\u7b56\u7565\uff0c\u5f00\u59cb\u627e\u5230\u5e73\u53f0\u7684\u63a8\u8350\u7b97\u6cd5\u89c4\u5f8b\u3002<br /><br />\u7b2c\u4e09\u4e2a\u6708\uff08\u8dd1\u901a MVP \uff09\uff1a \u6536\u76ca\u7a81\u7834 500 \u5143\u3002\u6d41\u91cf\u6c60\u57fa\u672c\u7a33\u5b9a\uff0c\u5f62\u6210\u4e86\u4e00\u5957\u53ef\u590d\u5236\u7684\u5185\u5bb9\u4ea7\u51fa\u673a\u5236\u3002<br /><br />\u5bf9\u4e8e\u6211\u4eec\u6280\u672f\u540c\u884c\u6765\u8bf4\uff0c\u5f00\u5c55\u526f\u4e1a\u6216\u8005\u505a\u81ea\u5a92\u4f53\uff0c\u5176\u5b9e\u6709\u7740\u5929\u7136\u7684\u4f18\u52bf\uff1a\u7cfb\u7edf\u6027\u601d\u7ef4\u548c\u6570\u636e\u9a71\u52a8\u3002\u4ee5\u4e0b\u662f\u6211\u8dd1\u901a\u8fd9\u4e2a\u5c0f\u9879\u76ee\u7684\u4e09\u4e2a\u6838\u5fc3\u201c\u91cd\u6784\u201d\u65b9\u6cd5\uff1a<br /><br />1. \u628a\u8d26\u53f7\u5f53\u6210\u4ea7\u54c1\u505a A/B \u6d4b\u8bd5<br /><br />\u5199\u6587\u7ae0\u7edd\u5bf9\u4e0d\u662f\u5199\u65e5\u8bb0\uff0c\u800c\u662f\u505a\u4ea7\u54c1\u4ea4\u4ed8\u3002\u521d\u671f\uff0c\u6211\u5229\u7528\u8fc7\u53bb\u79ef\u7d2f\u7684\u89c6\u9891\u526a\u8f91\u548c\u6d77\u62a5\u8bbe\u8ba1\u7ecf\u9a8c\uff0c\u56fe\u6587\u3001\u5fae\u5934\u6761\u3001\u89c6\u9891\u4e09\u4e2a\u7aef\u53e3\u540c\u65f6\u53d1\u529b\u3002\u6bcf\u5929\u76ef\u76d8\u7684\u4e0d\u662f\u5927\u76d8\uff0c\u800c\u662f\u5c55\u73b0\u91cf\u3001\u70b9\u51fb\u7387\u548c\u5b8c\u64ad\u7387\u3002<br /><br />\u6570\u636e\u4e0d\u597d\u7684\u5185\u5bb9\u76f4\u63a5\u201c\u56de\u6eda\u201d\u590d\u76d8\uff0c\u6570\u636e\u597d\u7684\u7acb\u523b\u201c\u8fed\u4ee3\u201d\u51fa\u5173\u8054\u5185\u5bb9\u3002\u7528\u7a0b\u5e8f\u5458\u4fee Bug \u7684\u5fc3\u6001\u53bb\u8dd1\u6807\u9898\u548c\u5c01\u9762\uff0c\u8f6c\u5316\u7387\u76f4\u63a5\u7ffb\u500d\u3002<br /><br />2. \u5efa\u7acb\u5185\u5bb9\u4ea7\u51fa\u7684\u81ea\u52a8\u5316 SOP<br /><br />\u7a0b\u5e8f\u5458\u6700\u75db\u6068\u91cd\u590d\u52b3\u52a8\uff0c\u800c\u505a\u81ea\u5a92\u4f53\u6781\u6613\u9677\u5165\u60c5\u7eea\u548c\u4f53\u529b\u7684\u53cc\u91cd\u5185\u8017\u3002<br /><br />\u4e3a\u4e86\u5bf9\u6297\u60f0\u6027\uff0c\u6211\u7ed9\u81ea\u5df1\u7f16\u5199\u4e86\u4e00\u5957\u4e25\u683c\u7684 SOP \uff08\u6807\u51c6\u4f5c\u4e1a\u7a0b\u5e8f\uff09\uff1a\u5468\u4e00\u7edf\u4e00\u6293\u53d6\u9009\u9898\uff0c\u5468\u4e8c\u5230\u5468\u56db\u96c6\u4e2d\u201c\u7f16\u7801\u201d\uff08\u4ea7\u51fa\u5185\u5bb9\uff09\uff0c\u5468\u4e94\u505a\u6392\u7248\u5c01\u88c5\u548c\u591a\u5e73\u53f0\u5206\u53d1\u3002<br /><br />\u8fd9\u79cd\u6a21\u5757\u5316\u7684\u64cd\u4f5c\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u6211\u7684\u542f\u52a8\u6210\u672c\uff0c\u628a\u65e5\u66f4\u53d8\u6210\u4e86\u4e00\u9879\u53ef\u6267\u884c\u7684\u5b9a\u65f6\u4efb\u52a1\u3002<br /><br />3. \u8dd1\u901a\u201c\u8d85\u7ea7\u4e2a\u4f53\u201d\u7684\u5e95\u5c42\u903b\u8f91<br /><br 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      "date_published": "2026-03-12T02:48:43+00:00", 
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      "id": "https://www.v2ex.com/t/1196290", 
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      "content_html": "<h1>Tweet Jump</h1>\n<p>\u540d\u5b57\u5c31\u53eb\u8fd9\u4e2a\u5427\uff01\ud83d\ude04\n\uff08\u514d\u8d39\u4f7f\u7528\uff09</p>\n<h2>\u7075\u611f\u6765\u6e90</h2>\n<p>\u7ecf\u5e38\u5728\u63a8\u7279\u3001producthunt \u4e0a\u770b\u4e9b\u5e16\u5b50\uff0c\u5bf9\u611f\u5174\u8da3\u7684\u603b\u60f3\u53d1\u8868\u70b9\u60f3\u6cd5\uff0c\u82e6\u4e8e\u8f9e\u85fb\u532e\u4e4f\uff0c\u4e0d\u64c5\u957f\u8a00\u8bed\uff1b\u60f3\u60f3\u8981\u4e0d\u7136\u8fd8\u662f\u5f04\u4e2a\u5de5\u5177\u6765\u73a9\u73a9\u5427\uff0c\u7136\u540e\u5c31\u6709\u4e86\u4e0b\u9762\u8fd9\u4e2a\u5de5\u5177\u3002</p>\n<p>\u8de8\u8bed\u8a00\u5185\u5bb9\u4f18\u5316\u3001\u8bc4\u8bba\u3001\u8f6c\u53d1\u4ee5\u53ca\u7ed9\u67d0\u4e2a\u5e16\u5b50\u5206\u6790\u4e0e\u8bc4\u5206\u3002</p>\n<h2>\u94fe\u63a5\u5730\u5740</h2>\n<p><a href=\"https://post-assistant.onesolo.app/\" rel=\"nofollow\">https://post-assistant.onesolo.app/</a></p>\n"
    }, 
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        "name": "zsuxiong", 
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      }, 
      "url": "https://www.v2ex.com/t/1196239", 
      "date_modified": "2026-03-07T05:43:47+00:00", 
      "content_html": "<h1><strong>\u6b63\u6587</strong></h1>\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f\u4e00\u4e2a\u504f\u6280\u672f\u7684\u72ec\u7acb\u5f00\u53d1\u8005\uff0c\u7b80\u5355\u8bf4\u4e0b\u80cc\u666f\uff1a</p>\n<ul>\n<li>\u505a\u4e86 5 \u5e74 Google SEO \uff08\u6d41\u91cf\u7ad9\u90a3\u5957\u6bd4\u8f83\u719f\uff09  </li>\n<li>\u4f1a\u5199\u4ee3\u7801\u3001\u4f1a\u641e AI \u81ea\u52a8\u5316\u3001\u722c\u866b\u3001\u6570\u636e\u5206\u6790  </li>\n<li>\u793e\u5a92\u8425\u9500\u4f1a\u64cd\u4f5c\uff0c\u4f46\u4e0d\u7b97\u4e13\u4e1a  </li>\n<li>\u4e00\u76f4\u5728\u505a\u5185\u5bb9\u7ad9 + \u5de5\u5177\u7ad9\u7684\u6a21\u5f0f  </li>\n</ul>\n<p>\u6700\u8fd1\u611f\u89c9\u7eaf SEO \u7684\u7a7a\u95f4\u8d8a\u6765\u8d8a\u5c0f\uff0c\u5c24\u5176\u662f Google \u5bf9\u65b0\u7ad9\u8d8a\u6765\u8d8a\u4e0d\u53cb\u597d\uff0cAI \u5185\u5bb9\u4e5f\u628a\u5f88\u591a\u957f\u5c3e\u6324\u7206\u4e86\u3002<br/>\n\u6240\u4ee5\u60f3\u628a\u6280\u80fd\u8fc1\u79fb\u5230 <strong>\u8de8\u5883\u7535\u5546</strong>\uff0c\u4f46\u65b9\u5411\u592a\u591a\uff0c\u6709\u70b9\u4e0d\u77e5\u9053\u4ece\u54ea\u4e0b\u624b\u3002</p>\n<p>\u76ee\u524d\u6211\u60f3\u5230\u7684\u51e0\u6761\u8def\uff1a</p>\n<h3><strong>1. \u505a\u8de8\u5883\u76f8\u5173\u7684\u5de5\u5177\uff08 SaaS \uff09</strong></h3>\n<p>\u6bd4\u5982\u9009\u54c1\u3001\u7ade\u54c1\u76d1\u63a7\u3001KOL \u6570\u636e\u3001\u81ea\u52a8\u5316\u6295\u653e\u8f85\u52a9\u7b49\u7b49\u3002<br/>\n\u6280\u672f\u4e0a\u6211\u80fd\u641e\uff0c\u4f46\u9700\u6c42\u4e0d\u4e86\u89e3\u3002</p>\n<h3><strong>2. \u505a\u72ec\u7acb\u7ad9\uff08 Shopify \uff09</strong></h3>\n<p>SEO + AI \u5185\u5bb9\u6211\u80fd\u505a\uff0c\u4f46\u73b0\u5728 Google \u65b0\u7ad9\u5468\u671f\u592a\u957f\uff0c\u611f\u89c9\u51b7\u542f\u52a8\u5f88\u96be\u3002</p>\n<h3><strong>3. \u505a TikTok Shop / Temu / Amazon</strong></h3>\n<p>\u4f46\u6211\u5bf9\u4f9b\u5e94\u94fe\u3001\u9009\u54c1\u3001\u7269\u6d41\u5b8c\u5168\u4e0d\u719f\uff0c\u6015\u8e29\u5751\u3002</p>\n<h3><strong>4. \u505a\u5185\u5bb9\u5e26\u8d27</strong></h3>\n<p>\u6bd4\u5982 YouTube/TikTok \u8bc4\u6d4b\u7c7b\uff0c\u7528 AI \u8f85\u52a9\u751f\u4ea7\u5185\u5bb9\u3002<br/>\n\u4f46\u8fd9\u6761\u8def\u7ade\u4e89\u4e5f\u633a\u6fc0\u70c8\u3002</p>\n<hr/>\n<h1><strong>\u60f3\u95ee\u95ee\u5927\u4f6c\u4eec\uff1a</strong></h1>\n<p>\u5bf9\u4e8e\u4e00\u4e2a <strong>\u61c2 SEO \u3001\u61c2 AI \u3001\u80fd\u72ec\u7acb\u5f00\u53d1\u5de5\u5177</strong> \u7684\u4eba\u6765\u8bf4\uff1a</p>\n<ul>\n<li>\u5165\u5c40\u8de8\u5883\u6700\u9002\u5408\u7684\u5207\u5165\u70b9\u662f\u54ea\u6761  </li>\n<li>\u54ea\u4e9b\u73af\u8282\u6700\u7f3a\u6280\u672f\u3001\u6700\u5bb9\u6613\u5f62\u6210\u58c1\u5792  </li>\n<li>\u5982\u679c\u662f\u4f60\uff0c\u4f1a\u600e\u4e48\u9009  </li>\n</ul>\n<p>\u975e\u5e38\u611f\u8c22\u613f\u610f\u5206\u4eab\u7ecf\u9a8c\u7684\u670b\u53cb\u4eec\u3002</p>\n", 
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    }, 
    {
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      "title": "\u4e2a\u4eba\u5982\u4f55\u9009\u62e9\u51fa\u6d77\u8f6f\u4ef6\u7684\u652f\u4ed8\u65b9\u6848\uff1f", 
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\u53cd\u590d\u9a8c\u8bc1\u5546\u4e1a\u95ed\u73af\u7684\u8fc7\u7a0b\u3002</p>\n<hr/>\n<h2>\u4fe1\u606f\u6e90\u5347\u7ea7\uff1a\u6253\u7834\u6ede\u540e\uff0c\u83b7\u53d6\u5148\u673a</h2>\n<p>\u6784\u5efa\u88ab\u52a8\u6536\u5165\u7684\u7b2c\u4e00\u6b65\u662f\u786e\u4fdd\u51b3\u7b56\u57fa\u4e8e\u9ad8\u8d28\u91cf\u7684\u4fe1\u606f\u3002\u5728 AI \u5feb\u901f\u8fed\u4ee3\u7684\u80cc\u666f\u4e0b\uff0c\u4fe1\u606f\u5dee\u76f4\u63a5\u51b3\u5b9a\u4e86\u662f\u201c\u5272\u97ed\u83dc\u201d\u8fd8\u662f\u201c\u88ab\u5272\u97ed\u83dc\u201d\u3002</p>\n<h3>\u62d2\u7edd\u5c01\u95ed\u4e0e\u6ede\u540e\u7684\u4fe1\u606f\u5708</h3>\n<p>\u6211\u81ea\u5df1\u66fe\u5728 2024 \u5e74\u56e0\u4e3a\u5904\u4e8e\u5c01\u95ed\u7684\u4fe1\u606f\u73af\u5883\u4e2d\uff0c\u5bfc\u81f4\u51b3\u7b56\u6ede\u540e\u3002\u5f53\u4fe1\u606f\u7ecf\u8fc7\u591a\u624b\u4f20\u64ad\uff08 x \u4e0a\u5e38\u89c1\u7684\u201c\u6392\u6cc4\u56fe\u201d\u7406\u8bba\uff09\u5230\u8fbe\u4f60\u624b\u4e2d\u65f6\uff0c\u98ce\u53e3\u5f80\u5f80\u5df2\u7ecf\u8fc7\u53bb\uff0c\u6b64\u65f6\u5165\u573a\u53ea\u80fd\u662f\u201c\u73a9\u522b\u4eba\u5269\u4e0b\u7684\u201d\uff0c\u751a\u81f3\u6210\u4e3a\u63a5\u76d8\u4fa0,,,\u3002</p>\n<h3>\u638c\u63e1\u4e00\u624b\u4fe1\u6e90</h3>\n<p>\u4e3a\u4e86\u505a\u51fa\u9886\u5148\u7684\u51b3\u7b56\uff0c\u5fc5\u987b\u6253\u7834\u4fe1\u606f\u58c1\u5792\uff0c\u76f4\u63a5\u83b7\u53d6\u4e00\u624b\u4fe1\u606f\uff08\u4f8b\u5982\u901a\u8fc7 X/\u8106\u7b49\u793e\u4ea4\u5a92\u4f53\uff09\u3002\u53ea\u6709\u638c\u63e1\u4e00\u624b\u4fe1\u606f\uff0c\u624d\u80fd\u5728\u5e02\u573a\u7206\u53d1\u524d\u901a\u8fc7\u9884\u5224\u8fdb\u884c\u5e03\u5c40\uff0c\u4ece\u800c\u83b7\u5f97\u5148\u53d1\u4f18\u52bf\u3002</p>\n<h3>\u53ca\u65f6\u6b62\u635f\u7684\u51b3\u7b56\u673a\u5236</h3>\n<p>\u57fa\u4e8e\u9ad8\u8d28\u91cf\u4fe1\u606f\uff0c\u5982\u679c\u53d1\u73b0\u5f53\u524d\u52a8\u4f5c\u662f\u9519\u8bef\u7684\u6216\u98ce\u53e3\u5df2\u8fc7\uff0c\u8981\u514b\u670d\u6c89\u6ca1\u6210\u672c\u5fc3\u7406\uff0c\u53ca\u65f6\u627f\u8ba4\u9519\u8bef\u5e76\u6b62\u635f\uff0c\u5bfb\u627e\u65b0\u7684\u673a\u4f1a\u3002</p>\n<hr/>\n<h2>PMF \u9a8c\u8bc1\uff1a\u4ece\u81ea\u8eab\u75db\u70b9\u51fa\u53d1\uff0c\u901a\u8fc7\u5b9e\u6218\u8fed\u4ee3</h2>\n<p>PMF \uff08 Product-Market Fit \uff09\u662f\u9a8c\u8bc1\u5546\u4e1a\u6a21\u5f0f\u662f\u5426\u6210\u7acb\u7684\u6838\u5fc3\u3002\u6211\u5f88\u591a\u65f6\u5019\u544a\u8beb\u81ea\u5df1\uff0c\u5f3a\u8c03\u4e0d\u8981\u53ea\u662f\u7a7a\u60f3\uff0c\u800c\u662f\u8981\u901a\u8fc7\u201c\u505a\u201d\u6765\u83b7\u5f97\u53cd\u9988\u3002</p>\n<p>\u8fd9\u4e2a\u548c\u6211\u7684\u804c\u573a\u9886\u5bfc\u6709\u5173\u7cfb\uff0c\u6211\u5728\u521a\u5165\u884c\u88ab\u540a\u7684\u6700\u591a\u7684\u662f\uff0c\u5f53\u6211\u62ff\u56de\u7528\u6237\u9700\u6c42\u7684\u65f6\u5019\uff0c\u6211\u603b\u4f1a\u81ea\u5df1\u53bb\u81ea\u55e8\u6dfb\u6cb9\u52a0\u918b\uff0c\u800c\u6211\u7684\u9886\u5bfc\u66f4\u591a\u662f\u5728\u95ee\uff0c\u5ba2\u6237\u539f\u8bdd\u662f\u4ec0\u4e48\uff1f\u5ba2\u6237\u600e\u4e48\u8bf4\uff1f\u6211\u4eec\u80fd\u4e0d\u80fd\u89c1\u4e00\u4e0b\u5ba2\u6237\uff1f</p>\n<p>\u505a\u4ea7\u54c1\u8981\u5929\u7136\u7684\u5bf9\u4efb\u4f55\u4eba\u4e0d\u4fe1\u4efb\uff0c\u800c\u6211\u4eec\u53ea\u542c\u6700\u771f\u5b9e\u7684\u5e02\u573a\u53cd\u9988\u3002</p>\n<h3>\u4ece\u201c\u89e3\u51b3\u81ea\u5df1\u7684\u95ee\u9898\u201d\u5f00\u59cb\uff08 Self-Use \uff09</h3>\n<p>\u6700\u7cbe\u51c6\u7684 PMF \u5f80\u5f80\u6e90\u4e8e\u81ea\u8eab\u75db\u70b9\u3002\u4e45\u75c5\u6210\u826f\u533b\u4e5f\u662f\u8fd9\u4e2a\u9053\u7406\uff0c\u8fd9\u4e2a\u9053\u7406\u5927\u5bb6\u90fd\u503c\u5f97\uff0c\u4f46\u662f\u5b9e\u9645\u53bb\u653e\u5927\u548c\u5546\u4e1a\u5316\uff0c\u53ef\u80fd\u5e76\u4e0d\u662f\u8c01\u90fd\u80fd\u505a\u5230\u7684\uff0c\u4eba\u4eec\u90fd\u559c\u6b22\u53bb\u89e3\u51b3\u522b\u4eba\u7684\u95ee\u9898\uff0c\u800c\u5bf9\u81ea\u5df1\u5374\u6f20\u4e0d\u5173\u5fc3\u3002</p>\n<h3>\u201c\u505a\u201d\u6bd4\u201c\u89c4\u5212\u201d\u66f4\u91cd\u8981</h3>\n<p>\u5546\u4e1a\u673a\u4f1a\u5f80\u5f80\u4e0d\u662f\u8bbe\u8ba1\u51fa\u6765\u7684\uff0c\u800c\u662f\u505a\u51fa\u6765\u7684\u3002\u4e0d\u8981\u8bd5\u56fe\u5728\u4e00\u5f00\u59cb\u5c31\u89c4\u5212\u5b8f\u5927\u7684\u84dd\u56fe\uff08\u5982\u505a\u4e00\u4e2a\u63a8\u7279\uff09\uff0c\u800c\u662f\u4ece\u5c0f\u5904\u7740\u624b\uff08\u5982\u63a5\u5355\uff09\u3002\u5728\u884c\u52a8\u8fc7\u7a0b\u4e2d\uff0c\u4f60\u4f1a\u53d1\u73b0\u771f\u6b63\u7684\u5e02\u573a\u9700\u6c42\u3002</p>\n<h3>\u8425\u9500\u4e09\u8981\u7d20\u9a8c\u8bc1</h3>\n<p>\u5728\u81ea\u5a92\u4f53\u65f6\u4ee3\uff0c\u9a8c\u8bc1 PMF \u9700\u8981\u5173\u6ce8\u4e09\u70b9\uff1a</p>\n<ul>\n<li>a.\u7528\u6237\u5728\u54ea\u91cc\uff1a\u53bb\u76ee\u6807\u7528\u6237\u6d3b\u8dc3\u7684\u5708\u5b50\uff08\u5982\u793e\u7fa4\uff09\u53d1\u58f0\uff0c\u800c\u4e0d\u662f\u53bb\u9519\u4f4d\u7684\u5e73\u53f0\uff0c\u6bd4\u5982\u53bb\u76f8\u4eb2\u7f51\u7ad9\u53d1 AI \u5185\u5bb9\u3002</li>\n<li>b.\u5229\u4ed6\u4e0e\u6316\u75db\uff08 SPIN \u6cd5\u5219\uff09\uff1a\u5185\u5bb9\u8981\u201c\u5229\u4ed6\u201d\uff0c\u901a\u8fc7\u6316\u6398\u7528\u6237\u75db\u70b9\uff08\u5982\u7b97\u529b\u8d35\u3001\u95e8\u69db\u9ad8\uff09\u6765\u5c55\u793a\u89e3\u51b3\u65b9\u6848\u7684\u4ef7\u503c,\u3002</li>\n<li>c.\u4ea4\u4ed8\u4e0e\u95e8\u69db\uff1a\u964d\u4f4e\u7528\u6237\u7684\u51b3\u7b56\u548c\u4f7f\u7528\u95e8\u69db\uff08\u5982\u5bf9\u5c0f\u767d\u53cb\u597d\u3001\u65e0\u9700\u9b54\u6cd5\u5373\u53ef\u8bbf\u95ee\uff09\u3002</li>\n</ul>\n<hr/>\n<h2>\u6784\u5efa\u201c\u5546\u4e1a\u5c0f\u98de\u8f6e\u201d\uff1a\u6253\u9020\u5dee\u5f02\u5316\u7ade\u4e89\u58c1\u5792</h2>\n<p>\u672a\u6765\u53ea\u6709\u5dee\u5f02\u5316\u624d\u80fd\u4fdd\u62a4\u5546\u4e1a\u6a21\u5f0f\u66f4\u597d\u7684\u5b58\u6d3b\u4e0b\u53bb\uff0c\u8fd9\u4e2a\u6bd4\u5341\u5e74\u524d\u8fd8\u8981\u4e25\u82db\u3002AI \u4e5f\u53ef\u4ee5\u521b\u4f5c\u51fa\u6781\u81f4\u4f18\u79c0\u7684\u5185\u5bb9\uff0c\u800c\u4f60\u548c AI \u4e0d\u4e00\u6837\u7684\u5730\u65b9\u662f\uff0c\u4f60\u662f\u4e2a\u4eba\u3002\u8fd9\u5c31\u662f\u6839\u672c\u7684\u5dee\u5f02\u5316\u3002</p>\n<p>\u5728 AI \u65f6\u4ee3\uff0c\u4e2a\u4eba\u53ef\u4ee5\u901a\u8fc7\u6784\u5efa\u591a\u4e2a\u201c\u5c0f\u98de\u8f6e\u201d\u6765\u5b9e\u73b0\u88ab\u52a8\u6536\u5165\uff0c\u8fd9\u4e9b\u98de\u8f6e\u4e4b\u95f4\u53ef\u4ee5\u4e92\u4e3a\u8865\u5145\u3002</p>\n<h3>\u5229\u7528\u201c\u7ecf\u9a8c\u5dee\u201d\u964d\u7ef4\u6253\u51fb</h3>\n<p>\u4e0d\u8981\u7b49\u5230\u6210\u4e3a 100 \u5206\u7684\u5927\u5e08\u624d\u53bb\u53d8\u73b0\u3002\u5e02\u573a\u4e0a\u5927\u91cf\u5b58\u5728 20-30 \u5206\u7684\u5c0f\u767d\uff0c\u4e00\u4e2a 50 \u5206\u7684\u4eba\u5c06\u81ea\u5df1\u7684\u7ecf\u9a8c\uff08\u54ea\u6015\u662f\u8e29\u5751\u7ecf\u9a8c\uff09\u5c01\u88c5\u6210\u5185\u5bb9\u6216\u54a8\u8be2\u670d\u52a1\uff0c\u5bf9\u5c0f\u767d\u6765\u8bf4\u5c31\u662f\u6781\u5177\u4ef7\u503c\u7684\u3002\u8fd9\u79cd\u201c\u964d\u7ef4\u201d\u670d\u52a1\u5f80\u5f80\u6bd4\u5927\u5382\u9ad8\u7ba1\u7684\u5b8f\u89c2\u7406\u8bba\u66f4\u63a5\u5730\u6c14\u3001\u66f4\u6613\u88ab\u63a5\u53d7\u3002</p>\n<h3>\u5de6\u811a\u8e29\u53f3\u811a\u7684\u534f\u540c\u6548\u5e94</h3>\n<p>\u6700\u7406\u60f3\u7684\u72b6\u6001\u4e0d\u662f\u76f4\u63a5\u8f9e\u804c\u521b\u4e1a\uff0c\u800c\u662f\u4e3b\u4e1a\u4e0e\u526f\u4e1a\u76f8\u8f85\u76f8\u6210\u3002\u5229\u7528\u4e3b\u4e1a\u79ef\u7d2f\u7684\u8d44\u6e90\u548c\u80fd\u529b\u53bb\u63a2\u7d22\u526f\u4e1a\uff0c\u526f\u4e1a\u7684\u53cd\u54fa\u53c8\u80fd\u63d0\u5347\u4e3b\u4e1a\u80fd\u529b\uff08\u5982\u7a0b\u5e8f\u5458\u901a\u8fc7\u505a\u526f\u4e1a\u63d0\u5347\u4e86\u9500\u552e\u548c\u6c9f\u901a\u80fd\u529b\uff09\u3002\u8fd9\u79cd\u6a21\u5f0f\u4e0d\u4f1a\u8fc7\u5ea6\u6d88\u8017\u7cbe\u529b\uff0c\u53cd\u800c\u80fd\u5f62\u6210\u826f\u6027\u5faa\u73af\u3002</p>\n<h3>\u6784\u5efa BIP \uff08 Build in Public \uff09\u4fe1\u4efb\u8d44\u4ea7</h3>\n<p>\u901a\u8fc7\u516c\u5f00\u6784\u5efa\uff08 BIP \uff09\uff0c\u5c06\u81ea\u5df1\u7684\u63a2\u7d22\u8fc7\u7a0b\u3001\u6210\u8d25\u7ecf\u9a8c\u5728\u793e\u4ea4\u5a92\u4f53\u4e0a\u5206\u4eab\uff0c\u53ef\u4ee5\u5c06\u4fe1\u4efb\u6210\u672c\u964d\u5230\u51e0\u4e4e\u4e3a\u96f6\u3002\u8fd9\u79cd\u516c\u5f00\u900f\u660e\u7684\u65b9\u5f0f\u80fd\u5438\u5f15\u540c\u9891\u7684\u4f19\u4f34\u548c\u5ba2\u6237\uff0c\u5c06\u7c89\u4e1d\u8f6c\u5316\u4e3a\u670b\u53cb\uff0c\u4ece\u800c\u5b9e\u73b0\u65e0\u9700\u5f3a\u9500\u552e\u6280\u5de7\u7684\u81ea\u7136\u6210\u4ea4\u3002</p>\n<hr/>\n<h2>\u5173\u952e\u5fc3\u6001\u4e0e\u7b56\u7565\uff1a\u505a\u90ed\u9756\u4e0d\u505a\u6768\u5eb7</h2>\n<h3>\u77e5\u96be\u884c\u6613\u4e0e\u53bb EGO</h3>\n<p>\u4e0d\u8981\u56e0\u4e3a\u89c9\u5f97\u67d0\u4e2a\u751f\u610f\u201c\u770b\u8d77\u6765\u7b80\u5355\u201d\u5c31\u4e0d\u505a\uff0c\u4e5f\u4e0d\u8981\u56e0\u4e3a\u9762\u5b50\uff08 EGO \uff09\u800c\u4e0d\u6562\u5c1d\u8bd5\u3002\u627f\u8ba4\u81ea\u5df1\u662f\u666e\u901a\u4eba\uff0c\u542c\u5f97\u8fdb\u529d\uff0c\u57cb\u5934\u505a\u4e8b\uff0c\u50cf\u90ed\u9756\u4e00\u6837\u6267\u884c\uff0c\u5f80\u5f80\u6bd4\u50cf\u6768\u5eb7\u4e00\u6837\u201c\u806a\u660e\u201d\u66f4\u5bb9\u6613\u6210\u529f\u3002</p>\n<p>\u90ed\u9756\u5929\u8d44\u611a\u7b28\uff0c\u6bd4\u6768\u5eb7\u7f3a\u5c11\u7075\u6027\u548c\u8d44\u6e90\uff0c\u4f46\u662f\u4ed6\u80fd\u591f\u88ab\u4eba\u770b\u5230\u4e14\u6700\u540e\u4fee\u6210\u7edd\u4e16\u6b66\u529f\uff0c\u90ed\u9756\u662f\u6211\u975e\u5e38\u559c\u6b22\u7684\u4eba\u7269\u753b\u50cf\u3002</p>\n<p>\u5728\u6211\u5c0f\u65f6\u5019\uff0c\u6211\u975e\u5e38\u4e0d\u81ea\u4fe1\u3002\u4f46\u662f\u6211\u4ecd\u7136\u62b1\u6709\u5e0c\u671b\u6ca1\u6709\u81ea\u629b\u81ea\u5f03\uff0c\u6211\u77e5\u9053\uff0c\u5634\u7b28\u8111\u888b\u4e0d\u7075\u5149\u662f\u53ef\u4ee5\u5728\u540e\u671f\u548c\u524d\u8f88\u3001\u4f18\u79c0\u7684\u670b\u53cb\u5b66\u4e60\u7684\uff0c\u5c31\u50cf\u662f\u90ed\u9756\u90a3\u6837\u3002</p>\n<p>\u90ed\u9756\uff0c\u662f\u88ab\u5ffd\u7565\u7684\u503c\u5f97\u5b66\u4e60\u7684\u4eba\u7269\uff0c\u6000\u7740\u4ec1\u5fc3\u3001\u542c\u5f97\u8fdb\u529d\u3001\u4e0d ego \u4ee5\u53ca\u8138\u76ae\u539a\uff0c\u96be\u9053\u8fd9\u4e0d\u5c31\u662f\u4e00\u4e2a\u6210\u529f\u7684\u4e00\u4eba\u516c\u53f8\u7684\u753b\u50cf\u4e48\uff0c\u6216\u8005\u8bf4\u66f4\u9002\u5408\u56fd\u4eba\u4f53\u8d28\u3002</p>\n<hr/>\n<h2>\u5f02\u4e1a\u80fd\u529b\uff08\u8de8\u754c\u878d\u5408\uff09</h2>\n<p>AI \u65f6\u4ee3\u6280\u672f\u95e8\u69db\u964d\u4f4e\uff0c\u5355\u4e00\u6280\u80fd\uff08\u5982\u7eaf\u5199\u4ee3\u7801\uff09\u5bb9\u6613\u88ab\u66ff\u4ee3\u3002\u4e00\u4e2a\u4eba\u80fd\u521b\u9020\u7684\u4ef7\u503c\u5728\u4e8e\u201c\u5f02\u4e1a\u80fd\u529b\u201d\uff0c\u4f8b\u5982\u201c\u4f1a\u6f14\u8bb2\u7684\u7a0b\u5e8f\u5458\u201d\u6216\u201c\u61c2\u5546\u4e1a\u7684\u5de5\u7a0b\u5e08\u201d\u3002\u8fd9\u79cd\u8de8\u9886\u57df\u7684\u7efc\u5408\u7d20\u8d28\u662f AI \u96be\u4ee5\u53d6\u4ee3\u7684\uff0c\u4e5f\u662f\u6784\u5efa\u72ec\u7279\u88ab\u52a8\u6536\u5165\u4f53\u7cfb\u7684\u5173\u952e\u3002</p>\n<p>\u6211\u73b0\u5728\u5927\u90e8\u5206\u7684\u4e1a\u4f59\u65f6\u95f4\u5e76\u4e0d\u5728 AI \u6216\u8005\u4ec0\u4e48\u6280\u672f\u4e0a\u9762\uff0c\u6211\u7684\u65f6\u95f4\u4e00\u65b9\u9762\u7ed9\u5230\u4e86\u670d\u52a1\u7528\u6237\u548c\u4e1a\u52a1\u8fd0\u8425\uff0c\u66f4\u591a\u7684\u65f6\u95f4\u6211\u5728\u5b66\u4e60\u54f2\u5b66\u3001\u4e86\u89e3\u53e4\u7434\u8c31\u3001\u5b66\u4e60\u8d22\u52a1\u3001\u4e86\u89e3\u8425\u517b\u81b3\u98df\u3002</p>\n<hr/>\n<h2>\u5c06\u519b\u8d76\u8def\uff0c\u4e0d\u8ffd\u91ce\u5154</h2>\n<p>\u5728\u6784\u5efa\u88ab\u52a8\u6536\u5165\u7684\u8fc7\u7a0b\u4e2d\uff0c\u805a\u7126\u6838\u5fc3\u76ee\u6807\uff0c\u4e0d\u8981\u88ab\u9014\u4e2d\u7684\u5c0f\u8bf1\u60d1\uff08\u5982\u8d5a\u5feb\u94b1\u7684\u5c0f\u673a\u4f1a\uff09\u6216\u4ed6\u4eba\u7684\u8d1f\u9762\u8bc4\u4ef7\u6240\u5e72\u6270\uff0c\u4e13\u6ce8\u4e8e\u957f\u671f\u98de\u8f6e\u7684\u6784\u5efa\u3002</p>\n<p>\u901a\u8fc7\u4e00\u624b\u4fe1\u606f\u6e90\u4fdd\u6301\u654f\u9510\uff0c\u4ee5\u89e3\u51b3\u81ea\u8eab\u75db\u70b9\u4e3a\u8d77\u70b9\u9a8c\u8bc1 PMF \uff0c\u5229\u7528\u201c\u7ecf\u9a8c\u5dee\u201d\u548c BIP \u6784\u5efa\u4fe1\u4efb\u58c1\u5792\uff0c\u6700\u7ec8\u5f62\u6210\u4e3b\u526f\u4e1a\u534f\u540c\u7684\u88ab\u52a8\u6536\u5165\u95ed\u73af\u3002</p>\n<hr/>\n<p>2026 \u5e74\uff0c\u5e0c\u671b\u4f60\u80fd\u91cd\u65b0\u7ffb\u9605\u4e00\u4e0b\u91d1\u5eb8\uff0c\u6bcf\u4e2a\u6c5f\u6e56\u82f1\u96c4\u90fd\u662f BIP \u3002</p>\n", 
      "date_published": "2026-01-20T06:01:38+00:00", 
      "title": "\u88ab\u5ffd\u7565\u7684\u6210\u529f\u4e00\u4eba\u516c\u53f8\u753b\u50cf\uff1a\u4fa0\u4e4b\u5927\u8005,\u90ed\u9756", 
      "id": "https://www.v2ex.com/t/1187056"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/guiyumin", 
        "name": "guiyumin", 
        "avatar": "https://cdn.v2ex.com/avatar/b03c/324e/527486_large.png?m=1746207275"
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      "url": "https://www.v2ex.com/t/1186577", 
      "date_modified": "2026-01-20T00:53:22+00:00", 
      "content_html": "<p><a href=\"https://www.vget.io/blog/how-to-build-a-one-person-business-in-2026-by-dan-koe\" rel=\"nofollow\">https://www.vget.io/blog/how-to-build-a-one-person-business-in-2026-by-dan-koe</a></p>\n<p>2026 \u5e74\u600e\u6837\u6253\u9020\u4e00\u4eba\u516c\u53f8</p>\n<p>Dan Koe \u51fa\u54c1</p>\n", 
      "date_published": "2026-01-18T07:16:52+00:00", 
      "title": "\u6211\u89c9\u5f97\u60f3\u641e\u72ec\u7acb\u5f00\u53d1\u7684\u3001\u51fa\u6d77\u7684\u3001\u6216\u8005\u662f\u4e00\u4eba\u516c\u53f8\u7684\uff0c\u53ef\u4ee5\u770b\u770b\u8fd9\u4e2a\u89c6\u9891\u6458\u8981", 
      "id": "https://www.v2ex.com/t/1186577"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/zisen", 
        "name": "zisen", 
        "avatar": "https://cdn.v2ex.com/avatar/5c3b/d976/405428_large.png?m=1768658555"
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      "url": "https://www.v2ex.com/t/1186500", 
      "date_modified": "2026-01-19T04:07:19+00:00", 
      "content_html": "<p>\u9996\u5148\u662f\u5728 b \u7ad9\u5237\u5230\u4e86\u8fd9\u4e2a OpenAI \u5458\u5de5\u7fc1\u5bb6\u7fcc\u7684\u8bbf\u8c08\u89c6\u9891\uff1a<br/>\n<a href=\"https://www.bilibili.com/video/BV1darmBcE4A/?share_source=copy_web&amp;vd_source=b67aed9cdb64a974efc701211f3bd232\" rel=\"nofollow\">\u7fc1\u5bb6\u7fcc\uff1aOpenAI \uff0cGPT \uff0c\u5f3a\u5316\u5b66\u4e60\uff0cInfra \uff0c\u540e\u8bad\u7ec3\uff0c\u5929\u6388\uff0ctuixue \uff0c\u5f00\u6e90\uff0cCMU \uff0c\u6e05\u534e\uff5c WhynotTV Podcast #4</a></p>\n<p>\u8bbf\u8c08\u89c6\u9891\u4e2d\u7fc1\u5bb6\u7fcc\u63d0\u5230\u4ed6\u662f OpenAI \u7684 infra \uff08 LLM \u57fa\u7840\u8bbe\u65bd\uff09\u5efa\u8bbe\u7684\uff0c\u5728\u4ed6\u7684\u89c2\u70b9\u770b\u6765\uff0c\u54ea\u5bb6 ai \u516c\u53f8\u66f4\u6709\u80fd\u529b\u770b\u7684\u5e76\u4e0d\u662f\u8c01\u5bb6\u7684\u6a21\u578b\u53c8\u4e0a\u4e86 Benchmark \u6392\u884c\u699c\u7b2c\u4e00\u540d\uff0c\u800c\u662f\u516c\u53f8\u5185\u90e8\u7684 infra \u7684\u5bf9\u4e8e llm \u7684\u8fed\u4ee3\u901f\u5ea6\u3002</p>\n<p>\u89c6\u9891\u4e2d\u4ed6\u63d0\u5230\uff0cOpenAI \u5185\u90e8\u7528\u4e8e\u8bad\u7ec3 ChatGPT \u7684 infra \u5df2\u7ecf\u662f\u4e09\u5e74\u524d\u642d\u5efa\u7684\u4e86\uff0c\u800c\u4ed6\u4eec\u4ecd\u7136\u8fd8\u5728\u51c6\u5907\u65b0\u4e00\u4ee3\u7684 infra \uff0c\u8fd9\u662f OpenAI \u9762\u5bf9 DeepSeek, Gemini, Claude \u65f6\u8f83\u4e3a\u4e4f\u529b\u7684\u539f\u56e0\uff0c\u8fd9\u4e9b\u540e\u6765\u8005\u7684 infra \u6bd4 OpenAI \u7684\u66f4\u52a0\u5148\u8fdb\uff0c\u8fd9\u610f\u5473\u7740\u4ed6\u4eec\u53ef\u4ee5\u66f4\u5feb\u5730\u5bf9 LLM \u8fdb\u884c\u8fed\u4ee3\u3002</p>\n<p>\u968f\u540e\u53c8\u5237\u5230\u4e86\u7f8e\u56fd\u6218\u4e89\u90e8\u957f\u53bb SpaceX \u5411 Elon Musk \u53d6\u7ecf\u7684\u89c6\u9891\uff1a<br/>\n<a href=\"https://www.bilibili.com/video/BV155rZBWE8A/?share_source=copy_web&amp;vd_source=b67aed9cdb64a974efc701211f3bd232\" rel=\"nofollow\">\u7f8e\u56fd\u9632\u90e8\u957f\u8d70\u8bbf\u9a6c\u65af\u514b\u661f\u8230\u57fa\u5730\uff01\u8981\u628a\u7b2c\u4e00\u6027\u539f\u7406\u642c\u5230\u4e94\u89d2\u5927\u697c\uff01</a></p>\n<p>Musk \u7684 SpaceX \u6216\u8005\u8bf4 Tesla \u7684\u6210\u529f\u539f\u56e0\uff0c\u4e00\u4e2a\u662f\u4ed6\u7684\u201c\u7b2c\u4e00\u6027\u539f\u7406\u201d\uff0c\u53e6\u4e00\u4e2a\u5c31\u662f\u4ed6\u7684\u201c\u5feb\u901f\u8fed\u4ee3\u7406\u8bba\u201d\u3002</p>\n<p>\u5feb\u901f\u8fed\u4ee3\u7406\u8bba\u8bf4\u7684\u662f\uff1a\u5e76\u4e0d\u662f\u4ece\u4e00\u5f00\u59cb\u5c31\u505a\u4e00\u4e2a\u5b8c\u7f8e\u7684\u4ea7\u54c1\uff0c\u800c\u662f\u5148\u505a\u4e00\u4e2a\u5dee\u4e0d\u591a\u7684\u4ea7\u54c1\uff0c\u7136\u540e\u7528\u6700\u5feb\u901f\u5ea6\u53bb\u903c\u8fd1\u5b8c\u7f8e\u3002</p>\n<p>\u800c Musk \u7684\u661f\u8230\u57fa\u5730\uff0c\u5c31\u662f\u4e00\u4e2a\u5feb\u901f\u8fed\u4ee3\u7684\u5e73\u53f0\uff0c\u8fd9\u4e2a\u661f\u8230\u57fa\u5730\u6709\u5145\u8db3\u7684\u8d44\u6e90\u8ba9\u4ed6\u53ef\u4ee5\u4e0d\u65ad\u8bd5\u9519\u4e0d\u65ad\u53d1\u5c04\u5931\u8d25\uff0c\u53d1\u5c04\u5931\u8d25\u7684\u901f\u5ea6\u8d8a\u5feb\uff0c\u4ed6\u8ddd\u79bb\u6210\u529f\u7684\u901f\u5ea6\u4e5f\u5c31\u8d8a\u5feb\u3002</p>\n<p>\u540c\u7406\uff0c\u56de\u5230 LLM \u7684\u8fed\u4ee3\u4e2d\uff0c\u5404\u5bb6 AI \u516c\u53f8\u5176\u5b9e\u771f\u6b63\u9700\u8981\u7684\u4e0d\u662f\u4e00\u4e2a\u725b\u903c\u7684\u7b97\u6cd5\u6216\u8005\u67b6\u6784\uff0c\u800c\u662f\u53ef\u4ee5\u6700\u77ed\u65f6\u95f4\u5185\u9a8c\u8bc1\u4e00\u4e2a idea \u7684\u80fd\u529b\uff0c\u4efb\u4f55\u4eba\u6709 idea \u6216\u8005\u7b97\u6cd5\u90fd\u53ef\u4ee5\u5728\u6700\u77ed\u65f6\u95f4\u5185\u96c6\u6210\u5230\u4ea7\u54c1\u4e2d\u53bb\uff0c\u4ece\u800c\u5224\u65ad\u662f\u5426\u53ef\u4ee5\u52a0\u5f3a\u4ea7\u54c1\u80fd\u529b\u3002</p>\n<p>\u8fd9\u4e5f\u662f DeepSeek \u5728 2025 \u5e74\u521d\u80fd\u591f\u91ca\u653e\u91cd\u78c5\u70b8\u5f39\u7684\u539f\u56e0\uff0c\u5e7b\u65b9\u91cf\u5316\u6709\u8db3\u591f\u7684 infra \uff0c\u624d\u80fd\u5b9e\u73b0\u4ed6\u4eec\u5404\u79cd\u98a0\u8986\u6027\u7684 ideas \u3002</p>\n<p>LLM \u7684 infra \u662f AI \u516c\u53f8\u7684\u7b97\u529b\u57fa\u5efa\u548c\u8bad\u7ec3\u7ba1\u9053\uff0c\u800c\u5bf9\u4e8e\u666e\u901a\u7a0b\u5e8f\u5458\u6216\u8005\u72ec\u7acb\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u5176\u5b9e idea \u5e76\u4e0d\u91cd\u8981\uff0c\u56e0\u4e3a\u8fd9\u4e2a\u4e16\u754c\u4e0a\u6709\u592a\u591a\u7684 idea \u4e86\uff0c\u5728 idea \u843d\u5730\u4e4b\u524d\uff0c\u6ca1\u4eba\u77e5\u9053\u8fd9\u4e2a idea \u80fd\u5426\u6210\u529f\uff0c\u91cd\u8981\u7684\u662f\u5b9e\u73b0 idea \u7684 infra \uff0c\u4e5f\u5c31\u662f\u73b0\u5728\u7684 coding agent \u3002</p>\n<p>\u56e0\u6b64\uff0c\u4f5c\u4e3a\u5f00\u53d1\u8005\uff0c\u5728 2026 \u5e74\uff0c\u4e00\u4e2a idea \u843d\u5730\u7684\u6548\u7387\u5927\u5927\u63d0\u9ad8\uff0c\u56e0\u6b64\u6ca1\u6709\u5fc5\u8981\u518d\u53bb\u95ee\u503c\u4e0d\u503c\u5f97\u505a\uff0c\u800c\u662f\u5148 vibe coding \u4e00\u4e2a\u6700\u7b80\u5355\u7684\u6838\u5fc3\u51fa\u6765\uff0c\u7136\u540e\u770b\u5e02\u573a\u53cd\u9988\uff0c\u5982\u679c\u53cd\u9988\u597d\u90a3\u4e48\u4f7f\u7528\u5feb\u901f\u8fed\u4ee3\u7406\u8bba\u6765\u75af\u72c2\u5730\u63a5\u8fd1\u6210\u529f\u3002</p>\n<p>\u53e6\u5916\u518d\u4e3e\u4e00\u4e9b\u751f\u6d3b\u4e2d\u7684\u4f8b\u5b50\uff0c\u6bd4\u5982\u4f60\u60f3\u5f00\u4e00\u5bb6\u5496\u5561\u9986\uff0c\u800c\u4f60\u672c\u8eab\u5e76\u6ca1\u6709\u5f00\u5496\u5561\u9986\u7684\u7ecf\u9a8c\uff0c\u4f60\u8981\u505a\u7684\u4e0d\u662f\u82b1\u51e0\u5341\u4e07\u91cd\u91d1\u76d8\u4e0b\u4e00\u4e2a\u5e97\u9762\u88c5\u4fee\u518d\u8d2d\u4e70\u6570\u4e07\u5143\u7684\u8bbe\u5907\uff0c\u800c\u662f\u4f7f\u7528\u6700\u4f4e\u6210\u672c\uff1a\u4e70\u4e8c\u624b\u8bbe\u5907\uff0c\u79df\u4fbf\u5b9c\u5e97\u9762\uff0c\u5148\u7b80\u5355\u88c5\u4fee\u7b49\u7b49\u538b\u7f29\u6210\u672c\u7684\u65b9\u5f0f\u5f00\u4e00\u5bb6\u5496\u5561\u9986\uff0c\u7136\u540e\u770b\u81ea\u5df1\u80fd\u4e0d\u80fd\u5f00\u597d\u8fd9\u5bb6\u5496\u5561\u9986\uff0c\u5982\u679c\u8425\u4e1a\u4e0d\u4e0b\u53bb\u4e86\u5c31\u5012\u95ed\uff0c\u7136\u540e\u603b\u7ed3\u7ecf\u9a8c\uff0c\u7ee7\u7eed\u5f00\u59cb\u4e0b\u4e00\u6b21\u8bd5\u9519\u3002</p>\n<p>\u5230\u76ee\u524d\u4e3a\u6b62\u60f3\u7684\u5c31\u8fd9\u4e48\u591a\uff0c\u672c\u60f3\u7528 AI \u4f18\u5316\u4e00\u4e0b\u6392\u7248\uff0c\u4f46\u662f\u4e0d\u5e0c\u671b AI \u4ee3\u7406\u6211\u7684\u8bed\u8a00\u8f93\u51fa\uff0c\u5927\u5bb6\u5c06\u5c31\u770b\u5427\u3002</p>\n", 
      "date_published": "2026-01-17T14:36:04+00:00", 
      "title": "\u5173\u4e8e\u5feb\u901f\u8fed\u4ee3\u7406\u8bba\u7684\u601d\u8003", 
      "id": "https://www.v2ex.com/t/1186500"
    }, 
    {
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        "url": "https://www.v2ex.com/member/madlifer", 
        "name": "madlifer", 
        "avatar": "https://cdn.v2ex.com/avatar/e1d9/ca52/366842_large.png?m=1768545418"
      }, 
      "url": "https://www.v2ex.com/t/1186229", 
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      "content_html": "<p>\u539f\u59cb\u62db\u4eba\u8d34\uff1a <a href=\"https://www.v2ex.com/t/1152683\" rel=\"nofollow\">https://www.v2ex.com/t/1152683</a></p>\n<p>\u4e4b\u524d\u8bf4\u7684\u52a9\u624b\u9879\u76ee\u5df2\u7ecf\u5f00\u8dd1\uff0c\u76ee\u524d\u7684\u57fa\u672c\u60c5\u51b5\u5982\u4e0b\u56fe\u6240\u793a\uff1a</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/PtHtyMN4.png\"/></p>\n<p>\u6ce8\u518c\u7528\u6237 6000 \u591a\uff0c\u65e5\u6d3b 1200 \u5de6\u53f3\uff0c\u4ece 25 \u5e74 11 \u6708 08 \u65e5\u6536\u5230\u7b2c\u4e00\u7b14\u8ba2\u5355\u8d77\uff0c\u73b0\u5728\u5df2\u7ecf\u8dd1\u4e86 4 \u4e07\u5de6\u53f3\u7684\u6536\u76ca\u4e86\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/Ii4qQ58R.png\"/></p>\n<p>QQ \u7528\u6237\u7fa4\u4eba\u6570\u76ee\u524d\u5927\u6982 7500 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10%\u3002</p>\n<hr/>\n<p>\u6210\u7ee9\u867d\u7136\u6709\u9650\uff0c\u4f46\u662f\u4e5f\u7b97\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u526f\u4e1a\u9879\u76ee\u4e86\uff0c\u6309\u8fd9\u4e2a\u8d8b\u52bf\uff0c\u6bcf\u4e2a\u6708\u81f3\u5c11\u4e09\u56db\u5343\u5757\u94b1\u662f\u6709\u7684\u3002</p>\n<p>\u6bcf\u534a\u4e2a\u6708\u5206\u7ea2\u4e00\u6b21\uff0c1 \u6708\u4e0a\u534a\u6708\u5206\u7ea2\u91d1\u989d 10675 \uff0c\u7ec8\u4e8e\u7834\u4e07\uff0c\u6240\u4ee5\u6709\u4e9b\u611f\u6168\uff0c\u53d1\u4e2a\u5e16\u5b50\u8bb0\u5f55\u4e00\u4e0b\u3002</p>\n<p>\u5c31\u60f3\u5230\u4e4b\u524d\u5e16\u5b50\u91cc\u6709\u4e9b v \u53cb\u8bf4\u7684 </p>\n<blockquote>\n<p>\u201c\u201c\u5f00\u53d1\u5408\u4f19\u4eba\u201d\u5c31\u662f\u7528\u6765\u6b3a\u8d1f\u7801\u519c\u8001\u5b9e\u4eba\u7684\uff0c1.0 \u4ee5\u540e\u5c31\u60f3\u7740\u628a\u4eba\u8e22\u8d70\u3002\u201d</p>\n</blockquote>\n<blockquote>\n<p>\u201c\u4e0b\u6b21\u518d\u627e\u4e2a\u8e22\u6389\u5728\u5ea7\u7684\u8bf8\u4f4d\uff0c\u54c8\u54c8\u54c8\u54c8\u201d</p>\n</blockquote>\n<p>\u53ea\u80fd\u8bf4\uff0c\u6b63\u5982\u6211\u5728\u6628\u5929\u8fd9\u4f4d v \u53cb\u5e16\u5b50\"\u5982\u4f55\u627e\u5408\u4f19\u4eba\u7ec4\u961f\u5f00\u53d1\"\u5185\u53d1\u8a00\uff1a</p>\n<blockquote>\n<p>\u201c\u6709\u4eba\u7275\u5934\uff0c\u7275\u5934\u4eba\u80af\u4ed8\u51fa\uff0c\u80af\u51fa\u8ba9\u5229\u76ca\uff0c\u624d\u80fd\u6709\u70b9\u73a9\u513f\u5934\u201d</p>\n</blockquote>\n<p>\u6211\u4f5c\u4e3a\u53d1\u8d77\u4eba\uff0c\u5728\u5f53\u65f6\u7684\u60c5\u51b5\u4e0b\uff0c\u53ea\u5360 30%\u5206\u7ea2\u6bd4\u4f8b\u662f\u7edd\u5bf9\u4e8f\u7684\uff0c\u4f46\u662f\u73b0\u5728\u8fd9\u4e2a\u6536\u76ca\u60c5\u51b5,\u5bf9\u6211\u6765\u8bf4\u6211\u662f\u6bd4\u8f83\u6ee1\u8db3\u7684\u3002</p>\n<p>\u6240\u4ee5\u6211\u60f3\u5bf9\u521d\u521b\u9636\u6bb5\u7684\u8349\u53f0\u73ed\u5b50\u8bf4\uff1a</p>\n<p><strong>\u628a\u76d8\u5b50\u505a\u5927\u4ec0\u4e48\u90fd\u597d\u8c08\uff0c\u5386\u53f2\u4e0a\u5404\u4e2a\u9879\u76ee\u7684\u5d29\u6e83\u5f80\u5f80\u90fd\u662f\u4ece\u76d8\u5b50\u53d8\u5c0f\u624d\u7a81\u51fa\u7684\uff0c\u5728\u521d\u521b\u9636\u6bb5\u5c31\u56e0\u4e3a\u5229\u76ca\u5206\u914d\u628a\u4eba\u5fc3\u4f24\u4e86\uff0c\u8ba9\u9879\u76ee\u8dd1\u90fd\u8dd1\u4e0d\u8d77\u6765\u624d\u662f\u5927\u50bb\u798f\u3002</strong></p>\n<p>\u5f53\u7136\u8fd9\u53e5\u8bdd\u4e5f\u4e0d\u662f\u53ea\u9488\u5bf9\u7ec4\u5c40\u7684\u4eba\uff0c\u5bf9\u4e8e\u60f3\u505a\u4e1a\u4f59\u9879\u76ee\u7684 dev \u6765\u8bf4\u4e5f\u662f\u4e00\u6837\u3002</p>\n<p>\u8bf8\u541b\uff0c\u5171\u52c9\u5427\uff01</p>\n", 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      "date_published": "2026-01-12T01:42:17+00:00", 
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      "id": "https://www.v2ex.com/t/1184747"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/vcen99", 
        "name": "vcen99", 
        "avatar": "https://cdn.v2ex.com/avatar/b23e/ca80/409043_large.png?m=1557062117"
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      "url": "https://www.v2ex.com/t/1184048", 
      "date_modified": "2026-01-11T03:28:00+00:00", 
      "content_html": "<p>\u4ee5\u524d\u6211\u4e5f\u89c9\u5f97\uff0c\n\u9a8c\u8bc1\u9700\u6c42 = \u628a\u4ea7\u54c1\u505a\u51fa\u6765\u3002\n\u540e\u6765\u53d1\u73b0\uff0c\u8fd9\u662f\u6700\u8d35\u3001\u4e5f\u662f\u6700\u6162\u7684\u4e00\u79cd\u9a8c\u8bc1\u65b9\u5f0f\u3002</p>\n<p>\u5982\u679c\u4f60\u5df2\u7ecf\u5199\u8fc7\u5b8c\u6574 App \uff0c\n\u4f60\u53ef\u80fd\u77e5\u9053\u90a3\u79cd\u611f\u89c9\uff1a\n\u529f\u80fd\u90fd\u5bf9\u4e86\uff0c\u4f46\u4e16\u754c\u662f\u7a7a\u7684\u3002\n\u4e0a\u7ebf\u540e\u65e0\u4eba\u95ee\u6d25\u3002</p>\n<p>\u6240\u4ee5\u6211\u73b0\u5728\u4f1a\u5148\u7528\u6982\u5ff5\u89c6\u9891\u548c\u5047\u5e94\u7528\uff0c\n\u770b\u770b\u6709\u6ca1\u6709\u4eba\u613f\u610f\u70b9\u3001\u613f\u610f\u8d70\u3001\u613f\u610f\u7559\u4e0b\u4fe1\u606f\u3002\n\u4e0d\u77e5\u9053\u8fd9\u91cc\u6709\u6ca1\u6709\u4eba\u7528\u8fc7\u7c7b\u4f3c\u65b9\u5f0f\uff1f</p>\n", 
      "date_published": "2026-01-08T07:51:28+00:00", 
      "title": "\u6211\u82b1\u8fc7\u51e0\u5341\u4e07\u505a App \u624d\u53d1\u73b0\u6ca1\u4eba\u8981\uff0c\u73b0\u5728\u6539\u7528\u53e6\u4e00\u79cd\u9a8c\u8bc1\u65b9\u5f0f", 
      "id": "https://www.v2ex.com/t/1184048"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hhacker", 
        "name": "hhacker", 
        "avatar": "https://cdn.v2ex.com/gravatar/0f691ff71dab8d7bdd215b23619767fb?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1183899", 
      "date_modified": "2026-01-09T02:33:17+00:00", 
      "content_html": "<blockquote>\n<p>\u4eca\u5929\u4e0d\u77e5\u9053\u4e3a\u4ec0\u4e48\u751f\u7269\u949f\u63d0\u65e9\u4e86\u4e00\u4e2a\u5c0f\u65f6, \u95f2\u7740\u6ca1\u4ec0\u4e48\u4e8b,\u5199\u70b9\u8fd9\u4e9b\u5e74\u505a<strong>\u72ec\u7acb\u4ea7\u54c1</strong>\u7684\u7ecf\u9a8c,\u5199\u5230\u54ea\u7b97\u54ea,\u7eaf\u7ecf\u9a8c\u5206\u4eab,\u4e0d\u6d89\u53ca\u5177\u4f53\u7684\u884c\u4e1a/\u4ea7\u54c1/\u670d\u52a1,\u5982\u679c\u4f60\u89c9\u5f97\u8fd8\u6709\u70b9\u610f\u601d,\u4e0d\u59a8\u5750\u4e0b\u6765\u7ed9\u6211\u70b9\u4e2a\u8d5e.</p>\n</blockquote>\n<h2>\u4f4e\u6210\u672c\u9a8c\u8bc1</h2>\n<p>\u81ea\u4ece\u76d8\u53e4\u5f00\u5929\u5730\u4e00\u6765, \u8fd8\u6709\u6ca1\u6709\u54ea\u4e00\u4e2a\u65f6\u4ee3\u50cf\u4eca\u5929\u4e00\u6837\u53ef\u4ee5\u5982\u6b64<strong>\u4f4e\u6210\u672c</strong>\u7684\u8fdb\u884c<strong>\u4ea7\u54c1\u9a8c\u8bc1</strong>, \u8fd9\u662f AI \u65f6\u4ee3\u76f8\u6bd4\u4e8e\u5176\u5b83\u65f6\u4ee3\u6781\u4e3a\u8000\u773c\u7684\u6807\u5fd7,\u6211\u4eec\u8981\u611f\u8c22\u8c46\u5305\u8001\u5e08, \u7ed9 Deepseek \u8001\u5e08\u4e0a\u9999, \u4e3a ChatGPT \u8001\u5e08\u4fee\u5e99.</p>\n<p>\u5728 AI \u65f6\u4ee3\u4ee5\u524d, \u5168\u6808\u5de5\u7a0b\u5e08\u542c\u8d77\u6765\u597d\u50cf\u5f88\u725b, \u5b9e\u9645\u4e0a\u5728\u516c\u53f8\u725b\u9a6c\u91cc\u662f\u5c5e\u4e8e\"\u5168\u5e72\u5de5\u7a0b\u5e08\", \u5e76\u4e0d\u7b97\u4ec0\u4e48\u597d\u804c\u4e1a.</p>\n<p>\u5728\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3, \u524d\u540e\u7aef\u5206\u5de5\u6781\u5ea6\u53d1\u8fbe\u7684\u65f6\u5019, \u66f4\u662f\u5982\u6b64, \u5728\u5927\u5382\u91cc, \u4f60\u5c31\u53ea\u8981\u8001\u8001\u5b9e\u5b9e\u505a\u87ba\u4e1d\u9489\u5c31\u597d\u4e86(\u4e5f\u53ea\u80fd\u505a\u87ba\u4e1d\u9489)</p>\n<p>\u800c AI \u667a\u80fd\u6d8c\u73b0\u4ee5\u540e, \u5bf9\u4e8e\u72ec\u7acb\u5f00\u53d1\u8005\u800c\u8a00, \u7b80\u76f4\u662f\u4e00\u4e2a\u65b0\u7684\u65f6\u4ee3.</p>\n<p>\u4e00\u4e9b\u4ee5\u524d\u9700\u8981\u591a\u4eba\u534f\u4f5c\u7684\u4e8b\u60c5, \u73b0\u5728\u4f60\u53ef\u4ee5\u8ba9 AI \u548c\u4f60\u4e00\u8d77\u505a\u4ea7\u54c1\u67b6\u6784, \u548c AI \u4e00\u8d77\u505a\u8bbe\u8ba1, \u548c AI \u7ed3\u5bf9\u7f16\u7a0b.</p>\n<p>\u4e00\u4e2a\u7b80\u5355\u7684\u60f3\u6cd5\u5192\u51fa\u6765\u5230\u4e0a\u7ebf, \u914d\u5408\u4e0a\u8d5b\u535a\u83e9\u8428 cloudflare, \u53ef\u80fd\u53ea\u9700\u8981\u77ed\u77ed 2 \u4e2a\u661f\u671f\u7684\u65f6\u95f4\u5c31\u80fd\u4e0a\u7ebf.</p>\n<p>\u4e0a\u7ebf\u540e\u6709\u6ca1\u6709\u4eba\u7528, \u6709\u6ca1\u6709\u4eba\u613f\u610f\u4ed8\u94b1, \u8fd9\u4e9b\u4e8b\u60c5\u90fd\u53ef\u4ee5\u5f88\u5feb\u5f97\u5230\u9a8c\u8bc1, \u7136\u540e\u5c31\u53ef\u4ee5\u51b3\u5b9a\u662f\u5426\u8981\u5728\u8fd9\u4e2a\u4ea7\u54c1\u4e0a\u7ee7\u7eed\u6295\u5165\u6210\u672c.</p>\n<p><img alt=\"\u4f4e\u6210\u672c\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/Cdt6k2Meb.png\"/></p>\n<h2>\u4e00\u5b9a\u8981\u7b5b\u9009\u7528\u6237</h2>\n<p>\u4e3a\u4ec0\u4e48\u8981\u7b5b\u9009\u7528\u6237? \u7528\u6237\u4e0d\u662f\u8d8a\u591a\u8d8a\u597d\u5417? \u8fd9\u4e2a\u6709\u70b9\u53cd\u76f4\u89c9, \u5bf9\u4e8e\u6211\u4eec\u8fd9\u4e9b\u5c0f\u6253\u5c0f\u95f9\u7684\u4eba\u800c\u8a00, \u76ee\u6807\u7528\u6237\u7fa4\u4f53\u8fc7\u5927\u53cd\u800c\u4e0d\u662f\u4e00\u4ef6\u597d\u4e8b, \u7528\u6237\u591a\u4e86\u4f1a\u5e26\u6765\u5f88\u591a\u9ebb\u70e6(\u81f3\u5c11\u6211\u662f\u8fd9\u4e48\u89c9\u5f97\u7684).</p>\n<p>\u5982\u679c\u7528\u6237\u7fa4\u4f53\u5f88\u5927, \u8d5b\u9053\u5fc5\u5b9a\u5df2\u7ecf\u975e\u5e38\u62e5\u6324\u4e86, \u4f60\u7684\u4ea7\u54c1\u80fd\u51fa\u5934\u7684\u51e0\u7387\u4e5f\u76f4\u7ebf\u4e0b\u964d, \u56e0\u4e3a\u4eba\u5bb6\u6709\u5148\u53d1\u4f18\u52bf, \u6709\u8d44\u6e90\u4f18\u52bf, \u4f60\u540e\u9762\u8ffd\u8d76\u5f88\u96be\u7684.</p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u5c31\u662f, \u5982\u679c\u4e0d\u7b5b\u9009\u7528\u6237, \u5f88\u591a\u840c\u65b0\u60f3\u505a\u7684\u5c31\u662f\u4e9b\u5927\u800c\u5168\u7684\u4e1c\u897f\u4e86, \u8fd9\u662f\u6761\u6b7b\u80e1\u540c.</p>\n<p>\u6700\u7b80\u5355\u7684\u529e\u6cd5, \u786e\u5b9a\u76ee\u6807\u7528\u6237\u7fa4\u4f53\u540e, \u5efa\u7acb\u4e00\u4e2a\u7b5b\u9009\u89c4\u5219, \u6bd4\u5982\u4ea7\u54c1\u4f7f\u7528\u6210\u672c(\u4ef7\u683c/\u4e13\u4e1a\u6027\u7b49\u7b49), \u7528\u8fd9\u4e2a\u89c4\u5219\u53bb\u7b5b\u9009\u4f60\u7684\u7528\u6237, \u5c3d\u53ef\u80fd\u5730\u4f7f\u5f97\u9ad8\u4ef7\u503c\u7528\u6237\u5360\u6bd4\u80fd\u591f\u591a\u4e00\u4e9b.</p>\n<p>\u4ec0\u4e48\u662f\u9ad8\u4ef7\u503c\u7528\u6237\u5462? \u5c31\u662f\u613f\u610f\u638f\u94b1, \u6216\u8005\u548c\u4f60\u8fdb\u884c\u5229\u76ca\u4ea4\u6362\u7684.</p>\n<h2>\u4f60\u65e0\u6cd5\u8ba8\u597d\u6240\u6709\u4eba</h2>\n<p>\u8fd8\u6709\u4e00\u4e2a\u5728\u4ea7\u54c1\u521d\u671f\u5c31\u8981\u660e\u786e\u7684\u4e8b\u60c5, \u4f60\u662f\u65e0\u6cd5\u8ba8\u597d\u6240\u6709\u4eba\u7684, \u8fd9\u4e00\u70b9\u5bf9<strong>\u5b8c\u7f8e\u4e3b\u4e49\u8005</strong>\u53ef\u80fd\u6bd4\u8f83\u96be\u53d7, \u4f46\u8fd9\u5c31\u662f\u73b0\u5b9e.</p>\n<p>\u4f60\u53bb\u8d2d\u7269\u5e73\u53f0\u770b\u4e00\u4e0b, \u90a3\u4e9b\u7206\u6b3e\u5546\u54c1, \u6709\u54ea\u4e00\u4e2a\u662f\u6ca1\u6709\u5dee\u8bc4\u7684? \u518d\u597d\u7684\u4e1c\u897f, \u5356\u5f97\u591a\u4e86\u81ea\u7136\u5c31\u6709\u5dee\u8bc4.</p>\n<p>\u6709\u5dee\u8bc4, \u8bf4\u660e\u4f60\u8fd9\u4e2a\u4e1c\u897f\u786e\u5b9e\u6709\u4eba\u5728\u4e70.</p>\n<p>\u6240\u4ee5\u4e0d\u7ba1\u4f60\u600e\u4e48\u505a\u670d\u52a1, \u600e\u4e48\u4f18\u5316\u4ea7\u54c1, \u59cb\u7ec8\u4f1a\u6709\u4eba\u559c\u6b22\u6709\u4eba\u4e0d\u559c\u6b22, \u8fd9\u662f\u975e\u5e38\u6b63\u5e38\u7684\u4e8b.</p>\n<p>\u8fd9\u4e2a\u5c31\u662f\u6240\u8c13\u7684<strong>\u7559\u5b58\u7387</strong>\u4e86.</p>\n<p>\u4e0d\u4e00\u5b9a\u8981\u6240\u6709\u4e8b\u60c5\u90fd\u505a\u5f97\u90a3\u4e48\u597d, \u4ea7\u54c1\u8bbe\u8ba1\u4e0a\u4e5f\u65e0\u9700\u5c3d\u5584\u5c3d\u7f8e.</p>\n<h2>\u6536\u6b3e\u65b9\u5f0f\u4e0d\u91cd\u8981</h2>\n<p>\u6709\u4e9b\u840c\u65b0\u6709\u4e2a\u8bef\u533a\u662f, \u8ba4\u4e3a\u4ea7\u54c1\u4e0a\u7ebf\u5fc5\u987b\u8981\u6253\u901a\u5728\u7ebf\u6536\u6b3e\u7684\u901a\u9053, \u5426\u5219\u5c31\u6ca1\u6cd5\u4e0a\u7ebf.</p>\n<p>\u6240\u4ee5\u5fd9\u4e0d\u505c\u8e44\u5730\u53bb\u6ce8\u518c\u516c\u53f8, \u5907\u6848, \u641e\u7740\u641e\u90a3\u7684, \u82b1\u8d39\u4e86\u5f88\u591a\u65f6\u95f4.</p>\n<p>\u8fd9\u5176\u5b9e\u662f\u4e0d\u5bf9\u7684.</p>\n<p>\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4\u5462? \u56e0\u4e3a\u4f60\u505a\u9a8c\u8bc1\u7684\u4ea7\u54c1, 99%\u90fd\u5230\u4e0d\u4e86\u6709\u4eba\u4ed8\u8d39\u90a3\u4e00\u6b65, \u90a3\u4f60\u524d\u9762\u641e\u8fd9\u4e48\u91cd\u7684\u6295\u5165\u5e72\u5565\u5462?</p>\n<p>\u9664\u975e\u4f60\u7684\u5728\u7ebf\u652f\u4ed8\u4ee3\u7801/\u6e20\u9053\u90fd\u662f\u73b0\u6210\u7684, \u90a3\u5c31\u65e0\u6240\u8c13\u4e86.</p>\n<p>\u5426\u5219, \u5c31\u7559\u4e2a\u8054\u7cfb\u65b9\u5f0f\u5c31\u597d\u4e86, \u5982\u679c\u8fd9\u4e2a\u4e1c\u897f\u771f\u7684\u6709\u7528, \u7528\u6237\u4f1a\u6765\u627e\u4f60, \u7740\u6025\u638f\u94b1\u7ed9\u4f60\u7684.</p>\n<p>\u6709\u4e86\u4e00\u5b9a\u7684\u4ed8\u8d39\u7528\u6237\u79ef\u7d2f, \u518d\u53bb\u505a\u5728\u7ebf\u652f\u4ed8/\u4e0a\u5e94\u7528\u5e02\u573a\u4e5f\u4e0d\u8fdf.</p>\n<h2>\u79cd\u5b50\u7528\u6237\u4ece\u54ea\u6765</h2>\n<p>\u79cd\u5b50\u7528\u6237\u4ece\u54ea\u6765, \u8fd9\u4e5f\u662f\u5f88\u591a\u840c\u65b0\u7684\u56f0\u6270.</p>\n<p>\u4f46\u5176\u5b9e\u53ea\u8981\u95ee\u8fd9\u4e2a\u95ee\u9898\u7684, \u5c31\u8bf4\u660e\u4f60\u505a\u7684\u8fd9\u4e2a\u4e1c\u897f, \u5f88\u53ef\u80fd\u4f60\u81ea\u5df1\u4e5f\u6ca1\u6253\u7b97\u7528.</p>\n<p>\u56e0\u4e3a, \u9996\u5148, \u4f60\u5982\u679c\u4e0d\u662f\u4f60\u7684\u4ea7\u54c1\u7684\u5fe0\u5b9e\u7528\u6237, \u5c31\u4e0d\u8981\u6307\u671b\u522b\u4eba\u4f1a\u7ed9\u4f60\u638f\u94b1\u4e86.</p>\n<p>\u5373\u4fbf\u4f60\u70e7\u94b1\u7838\u6d41\u91cf, \u90a3\u4e2a\u6d41\u5931\u7387, \u4f60\u6700\u7ec8\u7b97\u4e0b\u6765\u80af\u5b9a\u4e5f\u662f\u4e0d\u8d5a\u94b1\u7684.</p>\n<p>\u79cd\u5b50\u7528\u6237\u7684\u57fa\u672c\u76d8\u5c31\u662f\u4f60\u81ea\u5df1, \u4f60\u9996\u5148\u8981\u5728\u4f60\u8fd9\u4e2a\u4ea7\u54c1\u53d7\u4f17\u7684\u5708\u5b50\u91cc, \u5982\u679c\u4f60\u521a\u597d\u8fd8\u6709\u4e00\u70b9\u5f71\u54cd\u529b, \u4f60\u5c31\u662f\u4e00\u4e2a\u4e00\u4e2a\u53d1\u6d88\u606f, \u51d1\u4e2a\u51e0\u5341\u4e2a\u4eba\u8fd8\u662f\u51d1\u5f97\u51fa\u6765\u7684\u5427.</p>\n<p>\u521d\u59cb\u7684\u9a8c\u8bc1, \u54ea\u6015\u662f\u51e0\u4e2a\u4eba\u90fd\u591f\u4e86.</p>\n<p><img alt=\"\u79cd\u5b50\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/8T9zRdXJb.png\"/></p>\n<h2>\u7b2c\u4e00\u4e2a\u4ed8\u8d39\u7528\u6237</h2>\n<p>\u5982\u679c\u4f60\u5df2\u7ecf\u6709\u4e86\u7b2c\u4e00\u4e2a\u4ed8\u8d39\u7528\u6237\uff0c\u6216\u8005\u6709\u4e86\u5176\u5b83\u53d8\u73b0\u6536\u5165\uff0c\u8fd9\u662f\u5f88\u4e86\u4e0d\u8d77\u7684\u4e8b\u60c5\uff0c\u56e0\u4e3a\u8fd9\u610f\u5473\u7740\uff0c\u5f53\u524d\u8fd9\u4e2a\u4ea7\u54c1\u6709\u53ef\u80fd\u771f\u7684\u547d\u4e2d\u4e86\u73b0\u5b9e\u4e2d\u7684\u67d0\u79cd\u9700\u6c42\u3002</p>\n<p>\u53ef\u4ee5\u591a\u60f3\u60f3\u4eba\u5bb6\u4e3a\u4ec0\u4e48\u613f\u610f\u82b1\u8fd9\u4e2a\u94b1\uff1f\u7136\u540e\u53bb\u8fed\u4ee3\u4e00\u4e0b\u4ea7\u54c1\u3002</p>\n<p>\u4f46\u662f\u5148\u4e0d\u8981\u7740\u6025\u5230\u5904\u53bb\u627e\u7528\u6237\u627e\u6d41\u91cf\uff0c\u56e0\u4e3a\u4f60\u8fd9\u4e2a\u65f6\u5019\u5df2\u6709\u7684\u4e0d\u7ba1\u662f\u54ea\u91cc\u6765\u7684\u6d41\u91cf\uff0c\u81f3\u5c11\u7ed9\u4f60\u53d8\u73b0\u4e86\u4e00\u4e2a\u7528\u6237\uff0c\u6709\u4e86\u8f6c\u5316\u7387\uff0c\u8fd9\u4e2a\u65f6\u5019\u5c31\u9759\u9759\u7b49\u5f85\u66f4\u591a\u4ed8\u8d39\u7528\u6237\uff0c\u7b49\u5f85\u66f4\u591a\u53cd\u9988\u5c31\u597d\u4e86\uff0c\u5982\u679c\u76f2\u76ee\u5730\u53bb\u5bfb\u627e\u8425\u9500\u6e20\u9053\uff0c\u751a\u81f3\u53bb\u70e7\u94b1\uff0c\u4f60\u7684\u6c89\u672b\u6210\u672c\u4f1a\u8d8a\u6765\u8d8a\u9ad8\u3002</p>\n<p>\u56e0\u4e3a\u4e00\u4e2a\u4ea7\u54c1\u7684\u521d\u671f\u7528\u6237\u5f88\u6709\u53ef\u80fd\u662f\u4e2a\u610f\u5916\uff0c\u6216\u8005\u4eba\u5bb6\u53ea\u662f\u5e38\u4e2a\u9c9c\u5c31\u518d\u4e5f\u4e0d\u4f1a\u6253\u5f00\u4e86\u3002</p>\n<h2>\u514d\u8d39\u8fd8\u662f\u6536\u8d39?</h2>\n<p>\u514d\u8d39\u8fd8\u662f\u6536\u8d39\u662f\u5728\u4e00\u5f00\u59cb\u5c31\u8981\u60f3\u597d\u7684\uff0c\u4e0d\u8fc7\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u4e4b\u540e\u4e0d\u80fd\u6539\u3002</p>\n<p>\u6211\u7684\u89c2\u70b9\u662f\u6700\u597d\u9762\u5411\u672a\u6765\u6536\u8d39\uff0c\u4f60\u5b8c\u5168\u53ef\u4ee5\u4ee5\u9650\u514d\u7684\u6a21\u5f0f\u53bb\u63a8\u6536\u8d39\u7684\u4e1c\u897f\uff0c\u6216\u8005\u57fa\u7840\u529f\u80fd\u514d\u8d39\u4ee5\u83b7\u53d6\u66f4\u591a\u7528\u6237\uff0c\u9ad8\u7ea7\u529f\u80fd\u6536\u8d39\uff0c\u6216\u8005\u5176\u5b83\u4ec0\u4e48\u4f60\u53ef\u4ee5\u83b7\u5f97\u6536\u76ca\u7684\u65b9\u5f0f\u3002</p>\n<p>\u552f\u4e00\u4e0d\u80fd\u505a\u7684\u662f\uff0c\u5c31\u662f\u5b8c\u5168\u514d\u8d39\uff0c\u56e0\u4e3a\u6ca1\u6709\u6536\u76ca\uff0c\u4f60\u5f88\u96be\u518d\u6709\u7ee7\u7eed\u7ef4\u62a4\u8fed\u4ee3\u4ea7\u54c1\u7684\u52a8\u529b\u3002</p>\n<p>\u5982\u679c\u4f60\u8bf4\u6211\u6253\u7b97\u5f00\u6e90\u600e\u4e48\u6536\u8d39\uff0c\u8bf6\uff0c\u5f00\u6e90\u4e0d\u7b49\u4e8e\u514d\u8d39\uff0c\u5f00\u6e90\u4e5f\u53ef\u4ee5\u6536\u5230\u94b1\uff0c\u6bd4\u5982\u7559\u4e2a\u6536\u6b3e\u7801\uff0c\u5982\u679c\u771f\u7684\u6709\u7528\uff0c\u4f1a\u6709\u4eba\u6253\u94b1\u7684\u3002</p>\n<h2>\u7528\u6237\u770b\u8d77\u6765\u4e0d\u592a\u806a\u660e\u7684\u6837\u5b50</h2>\n<p>\u4e3a\u4ec0\u4e48\u4f60\u7684\u7528\u6237\u90fd\u4e0d\u592a\u806a\u660e? \u8bf6\uff0c\u4e0d\u806a\u660e\u5c31\u5bf9\u4e86!</p>\n<p>\u4ed6\u5982\u679c\u90a3\u4e48\u806a\u660e\uff0c\u90a3\u4e48\u5389\u5bb3\uff0c\u4ec0\u4e48\u4e8b\u90fd\u80fd\u529e\u5230\uff0c\u4e3a\u5565\u8fd8\u8981\u6765\u6c42\u4f60\uff0c\u4e3a\u5565\u8fd8\u8981\u6765\u7528\u4f60\u7684\u4ea7\u54c1/\u670d\u52a1\uff1f</p>\n<p>\u4f60\u8981\u611f\u8c22\u7528\u6237\u8001\u7237\u4eec\u8fd9\u4e2a\u4e5f\u4e0d\u4f1a\u90a3\u4e5f\u4e0d\u4f1a\uff0c\u4ed6\u4e0d\u4f1a\u7684\uff0c\u529e\u4e0d\u5230\u7684\u4e8b\u60c5\uff0c\u4f60\u80fd\u529e\u5230\uff0c\u4ed6\u624d\u4f1a\u613f\u610f\u638f\u94b1\u7ed9\u4f60\u3002</p>\n<p>\u5f53\u7136\u54af\uff0c\u7528\u6237\u6709\u65f6\u5019\u592a\u7b28\u4e86\uff0c\u4f1a\u95ee\u5404\u79cd\u5404\u6837\u91cd\u590d\u4e14\u5f31\u667a\u7684\u95ee\u9898\uff0c\u5bf9\u4e8e\u5b8c\u7f8e\u4e3b\u4e49\u8005\u548c\u8ba8\u597d\u578b\u4eba\u683c\u4f1a\u6bd4\u8f83\u96be\u53d7\uff0c\u8fd9\u4e2a\u5728\u540e\u9762\u8bb2\u89e3\u51b3\u65b9\u6848\u3002</p>\n<p><img alt=\"\u840c\u840c\u54d2\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/K7vH78RCb.png\"/></p>\n<h2>\u5f04\u6e05\u695a\u7528\u6237\u7684\u5e95\u5c42\u9700\u6c42</h2>\n<p>\u5f53\u4f60\u548c\u7528\u6237\u5efa\u7acb\u8d77\u4e86\u8054\u7cfb\uff0c\u7528\u6237\u4f1a\u53cd\u9988\u5404\u79cd\u5404\u6837\u7684\u95ee\u9898\u3002</p>\n<p>\u6709\u7684\u662f bug \uff0c\u6709\u7684\u662f\u9700\u6c42\uff0c\u6709\u7684\u53ea\u662f\u5355\u7eaf\u5f20\u7740\u5634\u963f\u5df4\u963f\u5df4\u3002</p>\n<p>\u8fd9\u4e9b\u90fd\u5f88\u6709\u4ef7\u503c\uff0c\u4f60\u4f1a\u4e86\u89e3\u5230\u771f\u5b9e\u7528\u6237\u4f53\u9a8c\uff08\u800c\u4e0d\u662f\u4f60\u4f5c\u4e3a\u5f00\u53d1\u8005\u7684\u4f53\u9a8c\uff0c\u4f60\u5df2\u7ecf\u524d\u7f6e\u592a\u591a\u77e5\u8bc6\u4e86\uff09,\u4e86\u89e3\u5230\u7528\u6237\u7684\u56f0\u6270\u5728\u54ea\u91cc\uff0c\u4e86\u89e3\u5230\u7528\u6237\u771f\u6b63\u60f3\u8981\u7684\u662f\u4ec0\u4e48\uff0c\u8fd9\u6837\u4f60\u5c31\u53ef\u4ee5\u4e3a\u540e\u7eed\u7684\u4ea7\u54c1/\u670d\u52a1\u8fed\u4ee3\u505a\u89c4\u5212\u3002</p>\n<p>\u5927\u591a\u6570\u65f6\u5019, \u53d7\u9650\u4e8e\u8868\u8fbe\u80fd\u529b, \u7528\u6237\u8bf4\u7684\u548c\u4ed6\u771f\u6b63\u60f3\u8981\u7684\u5176\u5b9e\u4e0d\u662f\u4e00\u56de\u4e8b, \u8fd9\u4e2a\u65f6\u5019\u5c31\u8981\u8010\u5fc3\u4e00\u4e9b, \u641e\u6e05\u695a\u7528\u6237\u7684\u771f\u5b9e\u9700\u6c42\u5230\u5e95\u662f\u4ec0\u4e48, \u5230\u5e95\u662f\u54ea\u4e2a\u73af\u8282\u8ba9\u4ed6\u611f\u89c9\u4e0d\u8d81\u624b\u4e86.</p>\n<p>\u4e86\u89e3\u5230\u4e86\u771f\u5b9e\u9700\u6c42\u540e, \u5c31\u8981\u5224\u65ad\u4e00\u4e0b\u662f\u5426\u8981\u6ee1\u8db3\u7528\u6237\u7684\u8fd9\u4e2a\u9700\u6c42, \u6211\u7684\u7ecf\u9a8c\u662f, 80%\u7684\u60c5\u51b5\u4e0b\u5176\u5b9e\u5e76\u4e0d\u9700\u8981\u53bb\u5728\u4ea7\u54c1\u5c42\u9762\u6ee1\u8db3\u7528\u6237, \u5982\u679c\u4ea7\u54c1\u91cc\u6709\u53d8\u901a\u7684\u7528\u6cd5, \u53ea\u8981\u544a\u8bc9\u7528\u6237\u5c31\u884c\u4e86, \u5e76\u4e0d\u9700\u8981\u771f\u7684\u53bb\u4e3a\u7528\u6237\u505a\u90a3\u4e2a\u529f\u80fd.</p>\n<p>\u53ea\u6709\u53cd\u590d\u88ab\u591a\u4e2a\u7528\u6237\u63d0\u53ca, \u4e14\u4f60\u5206\u6790\u540e\u89c9\u5f97\u786e\u5b9e\u6709\u7528\u7684, \u624d\u9700\u8981\u88ab\u7eb3\u5165\u5230\u540e\u7eed\u7684\u7248\u672c\u89c4\u5212\u91cc.</p>\n<h2>\u4e0d\u8981\u63d0\u4f9b\u514d\u8d39\u6280\u672f\u652f\u6301</h2>\n<p>\u5bf9\u4e8e\u5ba2\u6237\u652f\u6301, \u4e0d\u7ba1\u4f60\u662f\u5b8c\u5168\u4e0d\u63d0\u4f9b\u5728\u7ebf\u5ba2\u670d, \u53ea\u7559\u4e2a\u90ae\u7bb1\u7b49\u5f02\u6b65\u8054\u7cfb\u65b9\u5f0f, \u8fd8\u662f\u548c\u5ba2\u6237\u8fdb\u884c\u4e00\u5bf9\u4e00\u6c9f\u901a, \u59cb\u7ec8\u8bb0\u5f97\u4e00\u4ef6\u4e8b, \u4e0d\u8981\u63d0\u4f9b\u514d\u8d39\u7684\u6280\u672f\u652f\u6301.</p>\n<p>\u5c24\u5176\u662f\u4f60\u7684\u7528\u6237\u4e2d\u6709\u514d\u8d39\u7528\u6237\u65f6, \u4e0d\u8981\u6307\u671b\u592a\u591a.</p>\n<p>\u5373\u4fbf\u662f\u5df2\u7ecf\u4e3a\u4ea7\u54c1\u4ed8\u8d39\u4e86\u7684\u7528\u6237, \u5982\u679c\u8981\u6280\u672f\u652f\u6301, \u4f60\u4e5f\u5e94\u5f53\u6536\u53d6\u6280\u672f\u652f\u6301\u8d39\u7528.</p>\n<p>\u56e0\u4e3a\u8fd9\u51b3\u5b9a\u4e86\u4f60\u9762\u5bf9\u5927\u91cf\u5ba2\u6237\u65f6, \u8fd8\u80fd\u4e0d\u80fd\u548c\u989c\u60a6\u8272\u4e0d\u9a82\u4eba\u4e0d\u62c9\u9ed1, \u770b\u5728\u7ed9\u94b1\u7684\u9762\u5b50\u4e0a, \u4eba\u7684\u813e\u6c14\u591a\u534a\u90fd\u4f1a\u597d\u4e00\u4e9b.</p>\n<p>\u5426\u5219, \u4f60\u5c31\u53ea\u4f1a\u88ab\u65e0\u4f11\u6b62\u7684\u5f31\u667a\u54a8\u8be2\u62d6\u5165\u6df1\u6e0a, \u8981\u662f\u4f60\u6ca1\u56de\u5e94\u6216\u8005\u6ca1\u56de\u5e94\u53ca\u65f6, \u53c8\u6216\u8005\u4f60\u4eec\u4e92\u76f8\u9a82\u4e86\u4e00\u987f, \u8fd9\u4e9b\u6d6a\u8d39\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u662f\u6c38\u8fdc\u56de\u4e0d\u6765\u7684.</p>\n<p>\u6240\u4ee5, \u5728\u4e00\u5f00\u59cb\u7684\u65f6\u5019, \u4e0d\u7ba1\u662f\u4ea7\u54c1\u7684\u9875\u9762\u8fd8\u662f\u54ea\u91cc, \u90fd\u8981\u5199\u6e05\u695a, \u6280\u672f\u54a8\u8be2\u662f\u8981\u638f\u94b1\u7684.</p>\n<p><img alt=\"\u4e0d\u514d\u8d39\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/pA584e2Eb.png\"/></p>\n<h2>\u4e0d\u8981\u5077\u61d2, \u5c3d\u53ef\u80fd\u81ea\u52a8\u5316</h2>\n<p>\u5728\u4f60\u7684\u4ea7\u54c1/\u670d\u52a1\u548c\u7528\u6237\u4ea7\u751f\u4ea4\u4e92\u65f6, \u4e0d\u7ba1\u662f\u552e\u524d\u8fd8\u662f\u552e\u540e, \u6240\u6709\u73af\u8282\u90fd\u8981\u5c3d\u53ef\u80fd\u5730\u81ea\u52a8\u5316.</p>\n<p>\u5b9e\u5728\u61d2\u5f97\u81ea\u52a8\u5316\u7684, \u4e5f\u8981\u6709\u660e\u786e\u7684\u5e94\u5bf9\u6d41\u7a0b(\u6bd4\u5982\u6211\u4e4b\u524d\u8bf4\u7684\u624b\u52a8\u6536\u6b3e).</p>\n<p>\u5982\u679c\u4f60\u7684\u4ea7\u54c1\u5728\u4f53\u9a8c\u73af\u8282\u4e0a, \u6709\u592a\u591a\u73af\u8282\u662f\u5f02\u6b65\u7684, \u4f1a\u4e2d\u65ad\u7684, \u8fd9\u4f1a\u5927\u5927\u589e\u52a0\u7528\u6237\u6d41\u5931\u7684\u53ef\u80fd\u6027, \u5e76\u4e14\u5927\u5e45\u7f29\u5c0f\u7528\u6237\u89c4\u6a21.</p>\n<p>\u5728\u8fc7\u4e86\u4ea7\u54c1\u521d\u6b65\u9a8c\u8bc1\u9636\u6bb5\u540e, \u9762\u5bf9\u4e00\u4e9b\u91cd\u590d\u9047\u5230\u7684\u95ee\u9898/\u9700\u6c42\u65f6, \u8981\u5c3d\u53ef\u80fd\u5730\u81ea\u52a8\u5316, \u628a\u4f60\u6709\u9650\u7684\u7cbe\u529b\u548c\u65f6\u95f4\u6295\u5165\u5230\u66f4\u6709\u4ef7\u503c\u7684\u4e8b\u60c5\u4e0a\u53bb.</p>\n<h2>\u5982\u4f55\u5e94\u5bf9\u780d\u4ef7</h2>\n<p>\u5728\u7ebf\u670d\u52a1\u660e\u6807\u4ef7, \u8fd9\u4e2a\u8fd8\u597d, \u5982\u679c\u4f60\u662f\u9ad8\u5ba2\u5355\u4ef7\u7684\u624b\u52a8\u6536\u6b3e, \u5982\u4f55\u5e94\u5bf9\u7528\u6237\u7684\u780d\u4ef7?</p>\n<p>\u8fd9\u4e2a\u8981\u5206\u4e24\u4e2a\u65b9\u9762\u770b, \u5982\u679c\u4f60\u672c\u8eab\u4ef7\u683c\u6ca1\u6709\u865a\u6807, \u4e0d\u8981\u964d\u4ef7.</p>\n<p>\u5982\u679c\u4f60\u7684\u4ef7\u683c\u662f\u865a\u6807\u7684, \u771f\u5b9e\u6210\u4ea4\u4ef7\u683c\u5bf9\u7528\u6237\u662f\u9ed1\u76d2\u7684, \u90a3\u4e48\u4f60\u53ef\u4ee5\u5728\u7528\u6237\u8054\u7cfb\u5230\u4f60\u65f6\u7ed9\u51fa\u7edf\u4e00\u7684\u5b9e\u4ef7.</p>\n<p>\u4e3a\u4ec0\u4e48\u4e00\u5b9a\u8981\u7edf\u4e00, \u56e0\u4e3a\u8fd9\u4e2a\u4e16\u754c\u5f88\u5c0f, \u4e0d\u8981\u4e3a\u4e86\u8fd9\u70b9\u94b1\u574f\u4e86\u53e3\u7891.</p>\n<p>\u5982\u679c\u662f\u76f4\u63a5\u660e\u7801\u6807\u4ef7\u5728\u7ebf\u652f\u4ed8\u7684, \u4f60\u53d1\u73b0\u4ed8\u8d39\u7528\u6237\u8f6c\u5316\u7387\u5e76\u4e0d\u9ad8, \u662f\u53ef\u4ee5\u5bf9\u7528\u6237\u8fdb\u884c\u964d\u4ef7 A/B \u6d4b\u8bd5\u7684.</p>\n<p>\u4f46\u662f\u6211\u7684\u7ecf\u9a8c\u662f, \u5f88\u5c11\u6709\u7528\u6237\u5728\u771f\u6b63\u9700\u8981\u4f60\u7684\u4ea7\u54c1/\u670d\u52a1\u7684\u60c5\u51b5\u4e0b, \u4f1a\u56e0\u4e3a\u5c0f\u989d(~\u5343\u5143\u5185)\u7684\u94b1\u800c\u4e0d\u53bb\u4ed8\u8d39.</p>\n<p>\u5982\u679c\u4f60\u7684\u5ba2\u5355\u4ef7\u9ad8, \u7528\u6237\u5b9e\u5728\u4e0d\u591f\u94b1\u4e70, \u4f46\u4ed6\u53c8\u771f\u7684\u9700\u8981, \u90a3\u4f60\u5c31\u53ef\u4ee5\u7528\u964d\u4ef7\u6d4b\u8bd5\u5957\u8def\u4ed6, \u767e\u8bd5\u767e\u7075.</p>\n<h2>\u60f3\u6cd5\u4e0d\u91cd\u8981?\u4e0d,\u60f3\u6cd5\u5f88\u91cd\u8981</h2>\n<p>\u4e0a\u4e00\u4e2a\u65f6\u4ee3\u6d41\u884c\u7740\u8fd9\u6837\u4e00\u4e9b\u770b\u8d77\u6765\u5f88\u6b63\u786e\u4f46\u5b9e\u9645\u6ca1\u4ec0\u4e48\u7528\u7684\u53e3\u6c34\u8bdd:</p>\n<p>\"\u60f3\u6cd5\u4e0d\u91cd\u8981, \u5b9e\u73b0\u624d\u91cd\u8981\"</p>\n<p>\"\u4f60\u80fd\u60f3\u5230\u7684\u522b\u4eba\u4e5f\u80fd\u60f3\u5230\u751a\u81f3\u505a\u8fc7\u4e86\"</p>\n<p>\u4f46\u662f\u6211\u8ba4\u4e3a<strong>\u60f3\u6cd5</strong>\u771f\u7684<strong>\u5f88\u91cd\u8981</strong>. \u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4, \u56e0\u4e3a\u5f88\u591a\u4eba\u5176\u5b9e\u6ca1\u4ec0\u4e48\u65b9\u5411\u7684, \u4ed6\u4eec\u6ca1\u6709\u4ec0\u4e48\u60f3\u6cd5, \u4e5f\u4e0d\u77e5\u9053\u81ea\u5df1\u8981\u505a\u4e9b\u4ec0\u4e48, \u53ea\u662f\u6d51\u6d51\u5669\u5669\u5730\u8ddf\u7740\u516c\u53f8\u8ddf\u7740\u522b\u4eba\u8d70, \u60f3\u60f3\u4eca\u5929\u4e2d\u5348\u5403\u4ec0\u4e48.</p>\n<p>\u4e5f\u5c31\u662f\u8ff7\u832b\u7684\u5927\u591a\u6570.</p>\n<p>\u90a3\u4e9b\u6709\u60f3\u6cd5\u60f3\u8981\u505a\u4e9b\u4ec0\u4e48\u7684\u4eba, \u81f3\u5c11\u6709\u81ea\u5df1\u5fae\u8584\u7684\u529b\u91cf\u8ba9\u8fd9\u4e2a\u4e16\u754c\u53d1\u751f\u4e00\u70b9\u70b9\u6539\u53d8\u7684\u6b32\u671b, \u800c\u8fd9\u79cd\u6b32\u671b\u4f1a\u63a8\u52a8\u4ed6\u53bb\u771f\u6b63\u5b9e\u4f53\u5316\u4e00\u4e2a\u60f3\u6cd5, \u4f55\u51b5\u73b0\u5728\u8fd8\u6709\u4e86 AI \u8fd9\u79cd\u5927\u6740\u5668\u53ef\u4ee5\u52a0\u901f\u8fd9\u4e00\u8fdb\u7a0b.</p>\n<p>\u7a7a\u60f3\u5bb6\u56fa\u7136\u4e00\u4e8b\u65e0\u6210, \u4f46\u6211\u8ba4\u4e3a\u76f8\u5bf9\u4e8e\u7a7a\u60f3\u5bb6, \u4e00\u4e2a\u4eba\u5982\u679c\u8fde\u81ea\u5df1\u60f3\u8981\u7684\u662f\u4ec0\u4e48\u90fd\u4e0d\u77e5\u9053(\u6216\u8005\u4e0d\u60f3\u9762\u5bf9), \u81ea\u5df1\u80fd\u505a(\u8981\u505a)\u4e9b\u4ec0\u4e48\u90fd\u4e0d\u77e5\u9053, \u90a3\u4e5f\u633a\u6ca1\u610f\u601d\u7684.</p>\n<p>\u4eba\u751f\u82e6\u77ed, \u60f3\u505a\u4e9b\u4ec0\u4e48\u5c31\u53bb\u505a\u5427.</p>\n<p>\u4e0d\u8981\u8003\u8651\u8fd9\u8003\u8651\u90a3\u7684, \u5927\u90e8\u5206\u4e8b\u60c5\u6700\u7ec8\u90fd\u5230\u4e0d\u4e86\u8981\u8003\u8651\u90a3\u4e48\u591a\u7684\u5730\u6b65.</p>\n<p>\u53ea\u8981\u8fd8\u5728\u8ffd\u68a6, \u4eba\u751f\u6c38\u662f\u5c11\u5e74.</p>\n<p><img alt=\"\u60f3\u6cd5\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.v2ex.co/88umNSwwb.png\"/></p>\n", 
      "date_published": "2026-01-08T01:25:56+00:00", 
      "title": "\u5982\u4f55\u8ba9\u7528\u6237\u4e56\u4e56\u638f\u94b1:\u6211\u505a\u72ec\u7acb\u4ea7\u54c1\u7684\u4e00\u70b9\u70b9\u7ecf\u9a8c", 
      "id": "https://www.v2ex.com/t/1183899"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/PixelCode", 
        "name": "PixelCode", 
        "avatar": "https://cdn.v2ex.com/avatar/2e7d/5d66/56945_large.png?m=1773800322"
      }, 
      "url": "https://www.v2ex.com/t/1183677", 
      "date_modified": "2026-01-08T07:02:16+00:00", 
      "content_html": "<p>\u65b0\u5f00\u53d1\u4e86 App \uff0c\u4e0a\u67b6\u8fc7\u7a0b\u771f\u7684\u662f\u6101\u6b7b\u6211\u4e86\u3002</p>\n<p>\u65b0 App \u4f7f\u7528\u8fc7\u7a0b\u4e2d\u4f1a\u6d88\u8017 Token \uff0c\u6240\u4ee5\u7406\u6240\u5f53\u7136\u5c31\u9700\u8981\u63a5\u5165\u652f\u4ed8\u3002\u7b2c\u4e00\u4e2a\u60f3\u63a5\u5165\u7684\u662f\u5fae\u4fe1\u652f\u4ed8\uff0c\u7136\u540e\u4e0a\u67b6\u56fd\u5185\u5b89\u5353\u5e02\u573a\u3002</p>\n<p>\u4f60\u731c\u600e\u4e48\u7740\uff0c\u56fd\u5185\u5b89\u5353\u5e02\u573a\u8981\u4f01\u4e1a\u4e3b\u4f53\u3001\u8f6f\u8457\u8fd9\u4e9b\u6211\u90fd\u77e5\u9053\uff0c\u4e5f\u63d0\u524d\u51c6\u5907\u4e86\u3002\u5947\u8469\u7684\u662f\u63a5\u5165\u5fae\u4fe1\u652f\u4ed8\u7533\u8bf7\u5546\u6237\u53f7\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5fae\u4fe1\u8ba9\u6211\u5148\u4e0a\u67b6\uff0c\u7136\u540e\u63d0\u4f9b\u4e0b\u8f7d\u94fe\u63a5\uff0c\u518d\u7ed9\u6211\u7533\u8bf7\u5546\u6237\u53f7\u7684\u6743\u9650\u3002\u8fd9\u662f\u4ec0\u4e48\u5947\u8469\u64cd\u4f5c\uff0c\u4e0d\u63a5\u652f\u4ed8\u4e0a\u67b6\u53ef\u4ee5\u662f\u53ef\u4ee5\uff0c\u6ca1\u6cd5\u63a7\u5236 Token \u6210\u672c\u554a\u3002</p>\n<p>\u602a\u4e0d\u5f97\u597d\u591a\u72ec\u7acb\u5f00\u53d1\u8005\u4f18\u5148\u505a iOS \uff0c\u73b0\u5728\u80fd\u5171\u60c5\u4e86\u3002</p>\n<p>\u90fd\u4ec0\u4e48\u5e74\u4ee3\u4e86\uff0c\u7533\u8bf7\u5fae\u4fe1\u652f\u4ed8\u5546\u6237\u53f7\u8fd8\u505c\u7559\u5728\u4e92\u8054\u7f51\u4ea7\u54c1\u7533\u8bf7\u7684\u6761\u4ef6\uff1f\u5c31\u597d\u6bd4\u73b0\u4ee3\u6d4f\u89c8\u5668\u6d4f\u89c8\u7f51\u9875\u8fd8\u9700\u8981\u88c5 Flash \u63d2\u4ef6\u7684\u611f\u89c9\uff0c\u771f\u7684\u662f\u65e0\u529b\u5410\u69fd\u3002</p>\n<p>\u5f97\u4e86\uff0c\u5148\u505a\u9080\u8bf7\u7801\u5427\uff0c\u4e0a\u67b6\u540e\u518d\u7533\u8bf7\u5fae\u4fe1\u652f\u4ed8\u3002</p>\n", 
      "date_published": "2026-01-07T02:50:52+00:00", 
      "title": "\u65b0\u5f00\u53d1\u4e86 App\uff0c\u4e0a\u67b6\u8fc7\u7a0b\u771f\u7684\u662f\u6101\u6b7b\u6211\u4e86\u3002", 
      "id": "https://www.v2ex.com/t/1183677"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/coderwitt", 
        "name": "coderwitt", 
        "avatar": "https://cdn.v2ex.com/avatar/3722/9542/720153_large.png?m=1761818814"
      }, 
      "url": "https://www.v2ex.com/t/1183655", 
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\u8fd0\u7ef4\u81ea\u5a92\u4f53\uff0c\u53d1\u5fae\u4fe1\u516c\u4f17\u53f7\u3001\u53d1 Twitter \uff0c\u505a\u4e00\u4e9b\u5c0f\u5de5\u5177\u3002\u5728 Twitter \u4e0a\u770b\u5230\u5927\u5bb6\u90fd\u5728\u7528 Vibe Coding \u5b9e\u73b0\u60f3\u6cd5\uff0c\u6211\u4e5f\u51b3\u5b9a\u4eb2\u81ea\u52a8\u624b\u505a\u4e00\u4e2a\u3002\u8fd9\u4e2a\u5de5\u5177\u89c1\u8bc1\u4e86\u6211\u4ece\u4e00\u4e2a\u60f3\u6cd5\u5230\u4e00\u4e2a\u4ea7\u54c1\u843d\u5730\u7684\u5168\u8fc7\u7a0b\uff0c\u6211\u89c9\u5f97\u8fd9\u662f\u6211\u672c\u5e74\u5ea6\u505a\u7684\u6700\u6709\u4ef7\u503c\u7684\u4e8b\u60c5\u4e4b\u4e00\u3002</p>\n<h3>2. \u7f18\u8d77\uff1a\u4ece\u82f1\u6587\u9605\u8bfb\u7684\u75db\u70b9\u5f00\u59cb</h3>\n<p>\u4e24\u5e74\u524d\uff0c\u6211\u5f00\u59cb\u5c1d\u8bd5\u6309\u7167\u201c\u53ef\u7406\u89e3\u6027\u8f93\u5165\u201d\u7684\u65b9\u5f0f\u575a\u6301\u9605\u8bfb\u82f1\u6587\u539f\u8457\u3002\u4e24\u5e74\u4e0b\u6765\uff0c\u6211\u5927\u6982\u8bfb\u4e86 8 \u672c\u539f\u8457\uff0c\u82f1\u8bed\u9605\u8bfb\u80fd\u529b\u786e\u5b9e\u6709\u4e86\u5f88\u5927\u7684\u8fdb\u6b65\u3002</p>\n<p>\u5728\u5e73\u65f6\u7684\u9605\u8bfb\u8fc7\u7a0b\u4e2d\uff0c\u6211\u5076\u5c14\u53d1\u73b0\u6709\u4e00\u4e9b\u53e5\u5b50\u7ed3\u6784\u7279\u522b\u590d\u6742\uff0c\u9700\u8981\u5355\u72ec\u62ff\u51fa\u6765\u4ed4\u7ec6\u5206\u6790\u3002\u800c\u6b63\u662f\u5bf9\u8fd9\u4e9b\u590d\u6742\u53e5\u5f0f\u7684\u62c6\u89e3\uff0c\u8ba9\u6211\u7684\u9605\u8bfb\u80fd\u529b\u8fb9\u754c\u4e00\u70b9\u4e00\u70b9\u5730\u6269\u5c55\u3002\u540c\u65f6\uff0c\u5728\u8bb0\u7b14\u8bb0\u65f6\u6211\u4e5f\u4f1a\u5f3a\u8feb\u81ea\u5df1\u953b\u70bc\u5199\u4f5c\u80fd\u529b\uff0c\u867d\u7136\u6709 Grammarly \u8fdb\u884c\u8bed\u6cd5\u4fee\u6b63\uff0c\u4f46\u5b83\u7684\u8ba2\u9605\u8d39\u786e\u5b9e\u6709\u70b9\u8d35\u3002</p>\n<p>\u6240\u4ee5\u6211\u5c31\u60f3\uff1a<strong>\u80fd\u4e0d\u80fd\u81ea\u5df1\u7528 Vibe Coding \u505a\u4e00\u4e2a\u5de5\u5177\uff0c\u65e2\u80fd\u5e2e\u6211\u62c6\u89e3\u590d\u6742\u53e5\u5f0f\uff0c\u53c8\u80fd\u5e2e\u6211\u4fee\u6b63\u5199\u4f5c\u5462\uff1f</strong></p>\n<h3>3. \u4ece 0 \u5230 1 \u7684 Vibe Coding</h3>\n<p>\u4e8e\u662f\u6211\u5c1d\u8bd5\u5168\u7a0b\u4ece 0 \u5230 1 \u8fdb\u884c Vibe Coding \u3002\u867d\u7136\u6211\u672c\u8eab\u662f\u641e Java \u7684\uff0c\u4f46\u5728\u5f00\u53d1\u8fd9\u4e2a\u4ea7\u54c1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u5168\u7a0b\u6ca1\u6709\u4eb2\u81ea\u5199\u4e00\u884c\u4ee3\u7801\u3002\u73b0\u5728\u7ed9\u5927\u5bb6\u56de\u987e\u4e00\u4e0b\u8fd9\u4e2a\u8fc7\u7a0b\u3002</p>\n<p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u6211\u5148\u4e22\u51e0\u5f20\u56fe\uff0c\u8ba9\u5927\u5bb6\u770b\u4e00\u4e0b\u4ea7\u54c1\u7684\u6700\u7ec8\u5f62\u6001\u3002</p>\n<p>\u9996\u5148\u662f\u843d\u5730\u9875\u7684\u9996\u9875\uff0c\u505a\u4e86\u591a\u8bed\u8a00\uff0clogo \u662f\u6211\u8ba9 gemini \u6839\u636e\u6211\u7684\u4ea7\u54c1\u7279\u70b9\u5e76\u53c2\u8003 <a href=\"https://developer.apple.com/cn/design/human-interface-guidelines/app-icons\" rel=\"nofollow\">apple icon \u8bbe\u8ba1\u7406\u5ff5</a> \u751f\u6210\u5bf9\u5e94\u7684 prompt \uff0c\u7136\u540e\u901a\u8fc7 Nano Banana \u751f\u6210\u7684\u3002\u6548\u679c\u6bd4\u6211\u60f3\u8c61\u4e2d\u7684\u597d\u3002</p>\n<p><img alt=\"image.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://te-1259664417.cos.ap-nanjing.myqcloud.com/20251231230252016.png?imageSlim\"/></p>\n<p>\u7136\u540e\u662f chrome \u7684\u63d2\u4ef6\u7684\u83dc\u5355\u3002\u501f\u52a9 ai \u7684\u80fd\u529b\uff0c\u5f88\u5bb9\u6613\u5c31\u53ef\u4ee5\u5b9e\u73b0\u82f1\u8bed\u4ee5\u5916\u7684\u8bed\u8a00\u80fd\u529b\u3002\u6574\u4e2a\u9875\u9762\u90fd\u662f gemini \u8bbe\u8ba1 claudecode \u7ed8\u5236\u7684 ascii \u5e76\u5b9e\u73b0\u7684\u3002</p>\n<p><img alt=\"image.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://te-1259664417.cos.ap-nanjing.myqcloud.com/20251231230803700.png?imageSlim\"/></p>\n<p>\u7f51\u9875\u4e2d\uff0c\u9009\u4e2d\u6587\u5b57\uff0c\u53ef\u4ee5\u5b9e\u73b0 explain \u548c poisedly \u7684\u529f\u80fd\u3002explain \u89e3\u91ca\u590d\u6742\u8bed\u53e5\uff0cpoisedly \u7c7b\u4f3c\u4e8e grammarly \u8fdb\u884c\u8bed\u6cd5\u68c0\u67e5\u548c\u4f18\u5316\u5199\u4f5c\u3002</p>\n<p><img alt=\"image.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://te-1259664417.cos.ap-nanjing.myqcloud.com/20251231231006243.png?imageSlim\"/></p>\n<p>\u6574\u4e2a\u4ece 9 \u6708\u521d\u5f00\u59cb\uff0c\u4e00\u76f4\u641e\u5230\u4e86 12 \u6708\u4efd\u3002\u4e0b\u9762\u662f\u6211\u7684\u5386\u7a0b\u3002</p>\n<h4>\u7b2c\u4e00\u6b65\uff1a\u786e\u8ba4\u4ea7\u54c1\u903b\u8f91\uff08 Gemini \u4e0e Claude \u7684\u6027\u683c\u5dee\u5f02\uff09</h4>\n<p>\u9996\u5148\u662f\u786e\u8ba4\u4ea7\u54c1\u903b\u8f91\u3002\u6211\u4f1a\u628a\u81ea\u5df1\u6700\u6734\u7d20\u7684\u60f3\u6cd5\u4e22\u7ed9 Gemini \u548c Claude \uff0c\u8ba9\u4ed6\u4eec\u5e2e\u6211\u751f\u6210\u4ea7\u54c1\u6587\u6863\u3002</p>\n<p>\u4e00\u5f00\u59cb\u6211\u4e3b\u529b\u4f7f\u7528 Claude \uff0c\u4f46\u540e\u6765\u53d1\u73b0 <strong>Claude \u5c31\u50cf\u4e00\u4e2a\u641e\u6280\u672f\u51fa\u8eab\u7684</strong>\uff0c\u804a\u4e0d\u4e0a\u4e24\u53e5\u5c31\u60f3\u7740\u7ed9\u4f60\u5199\u4ee3\u7801\uff1b\u800c <strong>Gemini \u7684\u8868\u73b0\u66f4\u50cf\u4e00\u4e2a\u4ea7\u54c1\u7ecf\u7406</strong>\uff0c\u53ef\u4ee5\u4ece\u5f88\u597d\u7684\u4ea7\u54c1\u89c6\u89d2\u5e2e\u4f60\u601d\u8003\u95ee\u9898\u3002</p>\n<p>\u7531\u4e8e\u662f\u7b2c\u4e00\u6b21\u81ea\u5df1\u8bbe\u8ba1\u4ea7\u54c1\uff0c\u6211\u62c5\u5fc3\u4f1a\u6709\u9057\u6f0f\uff0c\u6240\u4ee5\u548c Gemini \u804a\u5b8c\u4ea7\u54c1\u540e\uff0c\u6211\u4f1a\u628a\u7ed3\u679c\u8ba9 Claude \u518d\u6311\u4e00\u6311\u6bdb\u75c5\uff0c\u6700\u540e\u624d\u628a\u4ea7\u54c1\u7684\u57fa\u672c\u5f62\u6001\u786e\u8ba4\u4e0b\u6765\u2014\u2014\u5c31\u662f\u73b0\u5728\u7684 <a href=\"https://poisedly.com\" rel=\"nofollow\">poisedly.com</a>\u3002\u867d\u7136\u73b0\u5728\u56de\u8fc7\u5934\u770b\uff0c\u8fd9\u4ea7\u54c1\u7684\u5f62\u6001\u5f88\u7b80\u5355\uff0c\u5c31\u4e24\u4e2a\u6838\u5fc3\u529f\u80fd\uff0c\u4f46\u5728\u5f53\u65f6\u6211\u8fd8\u662f\u53cd\u53cd\u590d\u590d\u8ba8\u8bba\u4e86\u5c06\u8fd1\u4e24\u5468\u7684\u65f6\u95f4\u3002</p>\n<p>AI \u751f\u6210\u7684\u6587\u6863\u901a\u5e38\u9ed8\u8ba4\u5e26\u6709\u4e00\u79cd\u201c\u5927\u5382\u6c47\u62a5\u611f\u201d\uff0c\u6587\u6863\u91cc\u5145\u65a5\u7740\u613f\u666f\u3001\u7528\u6237\u753b\u50cf\u5206\u6790\u3001\u9500\u552e\u7b56\u7565\u7b49\u3002\u4f5c\u4e3a\u4e2a\u4eba\u5f00\u53d1\u7684\u4ea7\u54c1\uff0c\u5176\u5b9e\u8fd9\u4e9b\u4e1c\u897f\u90fd\u4e0d\u9700\u8981\u3002\u6211\u4eec\u9700\u8981\u8ba9 AI \u5e2e\u6211\u5b8c\u5584\u4ea7\u54c1\u7684\u903b\u8f91\uff0c\u4ee5\u53ca\u68c0\u67e5\u53ef\u80fd\u51fa\u73b0\u7684\u6f0f\u6d1e\u548c\u5b9a\u4ef7\u89c4\u5219\u2014\u2014\u6bd5\u7adf\u4ea7\u54c1\u8d5a\u4e0d\u8d5a\u94b1\u53e6\u8bf4\uff0c\u7b2c\u4e00\u6b21\u641e\uff0c<strong>\u53ef\u5343\u4e07\u522b\u628a\u81ea\u5df1\u4e8f\u8fdb\u53bb</strong>\u3002</p>\n<p>\u6240\u4ee5\u8fd9\u4e2a\u65f6\u5019\uff0c\u751f\u6210\u4ea7\u54c1\u6587\u6863\u5c31\u9700\u8981\u8ddf AI \u8bb2\u6e05\u695a\uff1a\u6211\u4eec\u6587\u6863\u7684\u9605\u8bfb\u5bf9\u8c61\u662f\u201c\u4e2a\u4eba\u5f00\u53d1\u8005\u201d\u548c\u5176\u4ed6\u7684\u201c\u7f16\u7801 AI\u201d\uff0c\u8ba9\u5b83\u53ea\u5173\u6ce8\u4ea7\u54c1\u903b\u8f91\u3002\u8fd9\u6837\u4e00\u4e2a\u4ea7\u54c1\u624d\u4ece\u4e00\u4e2a\u6a21\u7cca\u7684\u60f3\u6cd5\u53d8\u6210\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u6587\u6863\u3002</p>\n<p>\u5728\u4ea7\u54c1\u903b\u8f91\u7684\u8ba8\u8bba\u4e0a\uff0cGemini \u7684\u8868\u73b0\u66f4\u597d\u3002<strong>Gemini \u7684\u201c\u5fc3\u673a\u201d\u6bd4\u8f83\u591a\uff0c\u82b1\u82b1\u80a0\u5b50\u591a\uff0c\u9b3c\u70b9\u5b50\u4e5f\u591a</strong>\uff0c\u4f46\u662f\u5b9e\u9645\u4e0a\u624b\u5e72\u6d3b\u5427\uff0c\u5c31\u8868\u73b0\u5f97\u4e00\u822c\u822c\uff0c\u7ed9\u4eba\u4e00\u79cd\u6577\u884d\u5e94\u4ed8\u548c\u4e0d\u4e13\u4e1a\u7684\u611f\u89c9\u3002\u4f9d\u6211\u770b\uff0cGemini \u5c31\u50cf\u662f\u9886\u5bfc\u8eab\u8fb9\u7684\u201c\u9a6c\u5c41\u7cbe\u201d\u548c\u201c\u4eba\u7cbe\u201d\u3002\u76f8\u5bf9\u6765\u8bf4\uff0c\u8ddf Claude \u804a\u4e0a\u4e24\u53e5\u8bdd\uff0c\u5b83\u5c31\u60f3\u7740\u7ed9\u4f60\u5199\u4ee3\u7801\uff0cClaude \u66f4\u50cf\u662f\u4e00\u4e2a\u521a\u5de5\u4f5c 2-3 \u5e74\u7684\u201c\u804c\u573a\u5c0f\u767d\u201d\uff0c\u603b\u662f\u6025\u7740\u9732\u4e00\u624b\u6765\u8bc1\u660e\u81ea\u5df1\u3002</p>\n<h4>\u7b2c\u4e8c\u6b65\uff1aUI \u4e0e\u6587\u6848\u8bbe\u8ba1\uff08\u5982\u4f55\u7ed5\u8fc7\u753b\u56fe\u96be\u5173\uff09</h4>\n<p>\u4ea7\u54c1\u903b\u8f91\u786e\u8ba4\u6e05\u695a\u4e86\uff0c\u5176\u5b9e\u8fd8\u6ca1\u5230\u7f16\u7801\u9636\u6bb5\uff0c\u8fd8\u6709\u4e24\u4e2a\u91cd\u8981\u7684\u4e8b\u60c5\u8981\u505a\uff1aUI \u8bbe\u8ba1\u548c\u8425\u9500\u6587\u6848\u3002</p>\n<p>\u9996\u5148\u8bf4 UI \u8bbe\u8ba1\u3002\u843d\u5730\u9875\u548c\u4ea7\u54c1\u7684\u4ea4\u4e92\u9875\u9762\u90fd\u9700\u8981\u63d0\u524d\u6c9f\u901a\u597d\u903b\u8f91\u3002\u6211\u770b\u7f51\u4e0a\u6709\u4eba\u753b\u8349\u7a3f\u62cd\u7167\u7247\u7ed9 AI \uff0c\u62b1\u6b49\uff0c\u6211\u8fde\u4e2a\u8349\u7a3f\u90fd\u753b\u4e0d\u51fa\u6765\u3002\u8fd9\u4e2a\u65f6\u5019\u5c31\u53ef\u4ee5\u8ba9 Claude \u7528 <strong>ASCII \u5b57\u7b26</strong>\u7684\u65b9\u5f0f\u6765\u7ed8\u5236\u6211\u4eec\u7684\u4ea7\u54c1\u9875\u9762\u3002\u540c\u65f6\u8fd8\u8981\u8bbe\u8ba1\u843d\u5730\u9875\u6bcf\u4e00\u5e55\u7684\u5143\u7d20\u548c\u5fae\u52a8\u753b\u811a\u672c\u3002</p>\n<pre><code>    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n    \u2502  [ \ud83d\udccb \u590d\u5236 (Copy) ]      \u2502\n    \u2502  \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500  \u2502\n    \u2502  [ \u2728 Poisedly \u82f1\u8bed\u5316 ]  \u2502\n    \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n</code></pre>\n<p>\u6211\u4e00\u5f00\u59cb\u7684\u8def\u5f84\u662f\uff1a\u5148\u753b ASCII \u8349\u56fe\uff0c\u7136\u540e\u76f4\u63a5\u8ba9 AI \u5b9e\u73b0\u3002\u4f46\u662f\u5f53\u6211\u8fdb\u884c\u4fee\u6539\u8c03\u8bd5\u7684\u65f6\u5019\uff0c\u53d1\u73b0\u6bcf\u4e00\u6b21\u6539\u52a8\u4ee3\u7801\uff0c\u9700\u8981\u53cd\u53cd\u590d\u590d\u548c AI \u6c9f\u901a\uff0cAI \u603b\u662f\u5f88\u96be\u4e00\u6b65\u5230\u4f4d\u5730\u5e2e\u6211\u6539\u6b63\u786e\uff0c\u800c\u4e14\u6709\u65f6\u5019 AI \u53c8\u5361\u53c8\u6162\uff0c\u8ba9\u4eba\u975e\u5e38\u6cae\u4e27\u3002</p>\n<p>\u540e\u9762\u6211\u6478\u7d22\u51fa\u4e86\u4e00\u5957\u66f4\u9ad8\u6548\u7684\u6d41\u7a0b\uff1a</p>\n<ol>\n<li>\n<p>\u5148\u8ba9 Gemini \u7ed9\u6211\u63cf\u8ff0\u6bcf\u4e00\u4e2a\u9875\u9762\u7684\u5143\u7d20\u548c\u5fae\u52a8\u753b\u811a\u672c\u7684<strong>\u5e95\u7a3f</strong>\uff1b</p>\n</li>\n<li>\n<p>\u6211\u548c Gemini \u5148\u628a\u5e95\u7a3f\u7684\u7ec6\u8282\u90fd\u804a\u901a\uff1b</p>\n</li>\n<li>\n<p>\u518d\u653e Claude \u6839\u636e\u6211\u7684\u5e95\u7a3f\u7ed8\u5236\u4e00\u4e2a <strong>ASCII \u7684\u8349\u56fe</strong>\uff1b</p>\n</li>\n<li>\n<p>\u628a\u8349\u56fe\u786e\u8ba4\u6e05\u695a\u4ee5\u540e\uff0c\u518d\u8ba9 AI \u53bb\u5b9e\u9645\u7f16\u7a0b\u5b9e\u73b0\u3002</p>\n</li>\n</ol>\n<p><img alt=\"image.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i-blog.csdnimg.cn/img_convert/9e75cd967a43553b750cc5f1f33ce813.png\"/></p>\n<p>\u8fd9\u6837\u7684\u6548\u7387\u4f1a\u9ad8\u4e0d\u5c11\u3002\u8fd9\u5c31\u50cf\u753b\u753b\uff1a\u5148\u753b\u7b80\u7b14\u753b\uff0c\u518d\u753b\u8f6e\u5ed3\uff0c\u518d\u753b\u7ec6\u8282\uff0c\u6700\u540e\u4e0a\u8272\u4e00\u6837\u3002\u8fd9\u6837\u6bcf\u4e00\u6b65\u7684\u6539\u52a8\u6210\u672c\u90fd\u6bd4\u8f83\u4f4e\uff0c\u4e5f\u6bd4\u8f83\u7075\u654f\u3002</p>\n<p>\u540c\u65f6\u6ce8\u610f\uff0c\u5e7f\u544a\u8bcd\u4e5f\u975e\u5e38\u91cd\u8981\u3002\u6240\u4ee5\u5728\u5e95\u7a3f\u9636\u6bb5\uff0c\u6211\u5c31\u8ba9 Gemini \u5e2e\u6211\u4f18\u5316\u8fd9\u4e9b\u5e7f\u544a\u8bcd\u3002\u4e3a\u6b64\u6211\u8fd8\u4e13\u95e8\u9605\u8bfb\u4e86<strong>\u91d1\u67aa\u5927\u53d4\u7684\u300a\u501f\u52bf\u300b</strong>\uff0c\u5e76\u628a\u91cc\u9762\u7684\u6838\u5fc3\u5185\u5bb9\u5582\u7ed9 Gemini \uff0c\u8ba9\u5b83\u4f9d\u636e\u8fd9\u4e9b\u6838\u5fc3\u5185\u5bb9\u751f\u6210\u5bf9\u5e94\u7684 Sub-agent Prompt \u3002\u7136\u540e\u6bcf\u4e00\u6b21\u8ba8\u8bba\u5f00\u59cb\u4e4b\u524d\uff0c\u90fd\u8ba9 Gemini \u5e26\u5165\u8fd9\u4e2a Prompt \u6765\u8ba8\u8bba\u5e7f\u544a\u8bcd\u7684\u8bbe\u8ba1\u3002</p>\n<p>\u5b8c\u6210\u4e86\u8fd9\u4e00\u6b65\u4ee5\u540e\uff0c\u4e00\u4e2a\u4ea7\u54c1\u7684\u57fa\u672c\u96cf\u5f62\u5c31\u5b8c\u6210\u4e86\uff0c\u53ef\u4ee5\u5148\u5b9e\u73b0 MVP \u7684\u80fd\u529b\u4e86\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u8fd8\u662f Gemini \u5927\u653e\u5149\u5f69\uff0cClaude \u53ea\u662f\u5e2e\u5fd9\u7ed8\u5236\u4e86\u4f4e\u4fdd\u771f\u7684 ASCII \u56fe\u7247\u3002</p>\n<h3>4. \u7f16\u7801\u524d\u7684\u51c6\u5907\uff1a\u907f\u5751\u4e0e\u67b6\u6784\u5ba1\u67e5</h3>\n<p>\u5b9e\u9645\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u662f\u6211\u540e\u7eed\u6478\u7d22\u51fa\u6765\u7684\u3002\u6211\u5411\u6765\u662f\u5148\u5199\u4ee3\u7801\uff0c\u524d\u7aef\u7528 Next.js \uff0c\u540e\u7aef\u7528 Python \u7684 FastAPI \u67b6\u6784\u3002\u4f46\u662f\u6211\u7528\u4e86 1 \u4e2a\u6708\u7684\u5468\u672b\u65f6\u95f4\u628a\u7b2c\u4e00\u4e2a\u7b80\u5355\u7684\u529f\u80fd\u5199\u5b8c\u3001\u51c6\u5907\u90e8\u7f72\u7684\u65f6\u5019\uff0c\u624d\u53d1\u73b0\u4e24\u4e2a\u5c34\u5c2c\u7684\u95ee\u9898\uff1a</p>\n<ol>\n<li>\n<p><strong>\u91cd\u590d\u9020\u8f6e\u5b50</strong>\uff1a\u6211\u81ea\u5df1\u5199\u7684\u767b\u5f55\u903b\u8f91\uff0c\u539f\u6765\u6709\u7b2c\u4e09\u65b9\u7684 SDK \u53ef\u4ee5\u62ff\u6765\u76f4\u63a5\u4f7f\u7528\uff0c\u6bd4\u5982 Firebase SDK \uff0c\u91cc\u9762\u5df2\u7ecf\u5b8c\u6574\u5305\u62ec\u4e86\u767b\u5f55\u3001\u6ce8\u518c\u3001\u5bc6\u7801\u627e\u56de\u7b49\uff0c\u800c\u4e14\u517c\u5bb9 Google \u3001Apple \u7b49\u591a\u4e2a\u4e09\u65b9\u5e73\u53f0\u767b\u5f55\u3002\u800c\u6211\u5f53\u65f6\u8fd8\u5728\u4e3a\u90ae\u4ef6\u5bc6\u7801\u627e\u56de\u7684\u95ee\u9898\u4e00\u7b79\u83ab\u5c55\u3002</p>\n</li>\n<li>\n<p><strong>\u90e8\u7f72\u73af\u5883\u4e0d\u517c\u5bb9</strong>\uff1a\u4ee3\u7801\u5199\u597d\u4e86\uff0c\u603b\u5f97\u627e\u4e00\u4e2a\u5730\u65b9\u90e8\u7f72\u3002\u7ecf\u8fc7\u591a\u65b9\u641c\u7d22\uff0c\u6211\u53d1\u73b0\u4e86 Cloudflare \u7684 Pages \u548c Workers \u53ef\u4ee5\u4f9b\u6211\u514d\u8d39\u90e8\u7f72\u524d\u7aef\u540e\u7aef\uff0c\u751a\u81f3\u8fd8\u6709\u514d\u8d39\u7684 DB \u4f9b\u6211\u4f7f\u7528\u3002\u4f46\u95ee\u9898\u662f\uff0c\u6211\u9009\u7684\u524d\u540e\u7aef\u67b6\u6784\u4e0d\u652f\u6301\uff0cCloudflare \u7684\u540e\u7aef\u53ea\u652f\u6301 JS \u3002\u4e3a\u4e86\u80fd\u7528\u4e0a\u8fd9\u5c31\u514d\u8d39\u7684\u5348\u9910\uff0c\u6211\u53ea\u80fd\u8ba9 AI \u628a\u540e\u53f0\u53c8\u91cd\u65b0\u5199\u4e86\u4e00\u904d\u3002</p>\n</li>\n</ol>\n<p>\u6240\u4ee5\uff0c\u5373\u4f7f\u662f\u7528 AI \u7f16\u7a0b\uff0c\u4e5f\u8981\u6709<strong>\u6280\u672f\u65b9\u6848\u8bbe\u8ba1</strong>\u8fd9\u4e00\u4e2a\u6b65\u9aa4\uff0c\u800c\u4e14\u6211\u89c9\u5f97\u201c\u90e8\u7f72\u201d\u8fd9\u4e2a\u73af\u8282\u5728 AI \u7f16\u7a0b\u4e2d\u662f\u975e\u5e38\u5fc5\u8981\u7684\u3002</p>\n<p>\u8fd9\u4e2a\u65f6\u5019\u6211\u4eec\u5c31\u53ef\u4ee5\u8ba9 Claude \u6839\u636e\u4ea7\u54c1\u6587\u6863\u548c UI \u8bbe\u8ba1\uff0c\u4ee5\u53ca\u6211\u4eec\u8981\u90e8\u7f72\u7684\u5e73\u53f0\u751f\u6210\u4e00\u4e2a\u6280\u672f\u6587\u6863\u3002\u5ba1\u67e5\u4ee5\u540e\uff0c\u8fd8\u8981\u518d\u95ee\u4e00\u904d AI\uff1a<strong>\u201c\u5176\u4e2d\u6709\u54ea\u4e9b\u6709\u514d\u8d39\u7684\u7b2c\u4e09\u65b9\u5e73\u53f0\u53ef\u4ee5\u4f7f\u7528\uff1f\u201d</strong> \u4ee5\u907f\u514d\u81ea\u5df1\u91cd\u590d\u9020\u8f6e\u5b50\u3002\u5728\u6280\u672f\u65b9\u6848\u5ba1\u67e5\u4e2d\uff0c\u6211\u4eec\u8981\u989d\u5916\u6ce8\u610f\u6570\u636e\u8868\u7ed3\u6784\u8bbe\u8ba1\uff0c\u53ef\u4ee5\u8ba9 Claude \u548c Gemini \u76f8\u4e92\u68c0\u67e5\uff0c\u786e\u4fdd\u6ca1\u6709\u5927\u7684\u95ee\u9898\u3002\u5982\u679c\u540e\u7eed\u6709\u5176\u4ed6\u6269\u5c55\u6253\u7b97\uff0c\u5c31\u9700\u8981\u8ba9 AI \u63d0\u524d\u505a\u597d\u76f8\u5e94\u7684\u8bbe\u8ba1\u51c6\u5907\u3002\u8fd9\u4e2a\u9636\u6bb5 Gemini \u548c Claude \u8d21\u732e\u6253\u5e73\u3002</p>\n<h3>5. \u7f16\u7801\u5b9e\u65bd\uff1a\u5982\u4f55\u7ba1\u7406 AI \u7684\u201c\u5e7b\u89c9\u201d</h3>\n<p>\u6240\u6709\u4e00\u5207\u90fd\u51c6\u5907\u5c31\u7eea\u4e86\uff0c\u5c31\u53ef\u4ee5\u5f00\u59cb\u7f16\u7801\u5b9e\u73b0\u4e86\uff0c\u4f46\u5e76\u4e0d\u610f\u5473\u7740\u5c31\u53ef\u4ee5\u9ad8\u6795\u65e0\u5fe7\u4e86\u3002</p>\n<p>AI \u5728\u7f16\u7801\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5e7b\u89c9\u95ee\u9898\u4f1a\u8ba9\u4f60\u975e\u5e38\u6cae\u4e27\u3002\u7ecf\u5e38\u4f1a\u9047\u5230 AI \u542d\u54e7\u542d\u54e7\u6709\u7406\u6709\u636e\u5730\u4e00\u987f\u5012\u817e\uff0c\u7ed3\u679c\u5565\u90fd\u6ca1\u5e72\u6210\uff0c\u7136\u540e AI \u8fd8\u5728\u90a3\u91cc\u4e00\u672c\u6b63\u7ecf\u5411\u4f60\u9080\u529f\uff1b\u6216\u8005\u6709\u65f6\u5019\u56e0\u4e3a\u8bbe\u8ba1\u4e0a\u7684\u95ee\u9898\uff0cAI \u5728\u90a3\u91cc\u53cd\u590d\u6298\u817e\uff0c\u7ecf\u5e38\u662f\u8fd9\u91cc\u6539\u597d\u4e86\uff0c\u90a3\u91cc\u53c8\u6709\u95ee\u9898\u4e86\uff0c\u800c AI \u8fd8\u5728\u90a3\u91cc\u8ba9\u4f60\u653e\u5fc3\uff0c\u4fdd\u8bc1\u4e0b\u4e00\u6b21\u5c31\u80fd\u4fee\u597d\u3002</p>\n<p>\u4e3a\u6b64\uff0c\u9047\u5230\u8fd9\u79cd\u73b0\u8c61\u65f6\uff0c\u53ef\u4ee5\u7528\u4ee5\u4e0b\u4e24\u4e2a\u529e\u6cd5\uff1a</p>\n<ol>\n<li>\n<p><strong>\u5f3a\u5236\u5bf9\u9f50</strong>\uff1a\u4e3a\u4e86\u9632\u6b62 AI \u5728\u90a3\u91cc\u778e\u641e\uff0c\u4f60\u53ef\u4ee5\u5728\u6bcf\u4e00\u4e2a\u6307\u4ee4\u540e\u9762\u90fd\u52a0\u4e0a\u8fd9\u6837\u4e00\u53e5\u8bdd\uff1a</p>\n<blockquote>\n<p>\"Repeat the task i provided to make sure you are fully understand. Ask me anything that may confuse you before you start, Dive into the details and search infors as more as you can do, can list your plan steps for me to check before you start.\" </p>\n</blockquote>\n</li>\n</ol>\n<p>\u540e\u9762\u6709\u4e86 Claude Skills \uff0c\u6211\u5c31\u628a\u8fd9\u53e5\u8bdd\u505a\u6210\u4e86\u4e00\u4e2a Smart Worker \u7684\u6280\u80fd\u3002\u672c\u8d28\u4e0a\uff0c\u8fd9\u662f\u8ba9 AI \u548c\u4f60\u7684\u60f3\u6cd5\u5bf9\u9f50\uff0c\u9632\u6b62\u4f60\u548c AI \u7684\u7406\u89e3\u4e0d\u4e00\u81f4\uff0c\u907f\u514d\u56e0\u4e3a\u6c9f\u901a\u5931\u771f\u800c\u5bfc\u81f4\u7684\u65e0\u6548\u8fd4\u5de5\u3002</p>\n<ol>\n<li><strong>\u8de8 AI \u6c42\u6551</strong>\uff1a\u4e3a\u4e86\u9632\u6b62 AI \u56f0\u5728\u81ea\u5df1\u7684\u5c40\u9650\u91cc\u51fa\u4e0d\u6765\uff0c\u53ef\u4ee5\u8ba9 AI \u628a\u5f53\u524d\u7684\u95ee\u9898\u603b\u7ed3\u51fa\u6765\uff0c\u751f\u6210\u4e00\u4e2a Prompt \u8ba9\u5176\u4ed6\u7684 AI \u6c42\u6551\u3002\u6bd4\u5982 Claude \u5728\u5b9e\u73b0\u767b\u5f55\u903b\u8f91\u65f6\uff0c\u7531\u4e8e SDK \u7684\u6a21\u5f0f\u6709\u95ee\u9898\uff0c\u53cd\u53cd\u590d\u590d\u6539\u4e86\u4e00\u5929\u3002\u6211\u5c31\u8ba9 Claude \u751f\u6210\u6c42\u6551\u7684 Prompt \uff0c\u8ba9 Gemini \u5ba1\u67e5\u3002Gemini \u5ba1\u67e5\u4ee5\u540e\u5f88\u5feb\u5c31\u627e\u5230\u4e86\u6839\u672c\u539f\u56e0\u5e76\u7ed9\u51fa\u4e86\u89e3\u51b3\u601d\u8def\u3002\u6709\u65f6\u5019\uff0c<strong>AI \u7684\u5634\u5df4\u8981\u6bd4\u4f60\u60f3\u8c61\u7684\u786c</strong>\u3002</li>\n</ol>\n<p>Claude \u5199\u524d\u7aef\u8fd8\u53ef\u4ee5\uff0c\u4f46\u662f\u5bf9\u4e8e\u540e\u7aef\u4e00\u4e9b\u7b97\u6cd5\u7684\u8868\u73b0\u5c31\u5dee\u5f3a\u4eba\u610f\u4e86\uff0c\u4e0d\u8fc7\u8fd8\u597d\u540e\u9762\u51fa\u4e86 Codex \u3002Codex \u5728\u540e\u7aef\u7684\u8868\u73b0\u51fa\u4f17\u3002\u6240\u4ee5\u6211\u73b0\u5728\u7684 AI \u519b\u56e2\u57fa\u672c\u662f\u5982\u4e0b\u5206\u5de5\uff1a</p>\n<ul>\n<li>\n<p><strong>Gemini</strong>\uff1a\u8d1f\u8d23\u5634\u70ae\uff08\u4ea7\u54c1\u3001\u903b\u8f91\u3001\u521b\u610f\uff09\u3002</p>\n</li>\n<li>\n<p><strong>Claude</strong>\uff1a\u8d1f\u8d23\u524d\u7aef\u548c\u6587\u6863\u3002</p>\n</li>\n<li>\n<p><strong>Codex</strong>\uff1a\u8d1f\u8d23\u540e\u7aef\u3002</p>\n</li>\n<li>\n<p><strong>MiniMax</strong>\uff1a\u5b9e\u4e60\u751f\u89d2\u8272\uff0c\u8d1f\u8d23\u6253\u6742\u3002</p>\n</li>\n</ul>\n<h3>6. \u8001\u677f\u7684\u89c9\u609f\uff1a\u6d41\u91cf\u624d\u662f\u90a3\u4e2a 1</h3>\n<p>\u4ee3\u7801\u641e\u5b8c\u4e86\u5c31\u4e07\u4e8b\u5927\u5409\u4e86\u5417\uff1f\u4e0d\u4e0d\u4e0d\u3002</p>\n<p>\u6574\u4e2a\u8fc7\u7a0b\u4e2d\u4ece\u4ea7\u54c1\u5230\u6280\u672f\u90fd\u6709 AI \u627f\u5305\u4e86\uff0c\u4f46\u662f\u8fd8\u6709\u4e00\u4e2a\u89d2\u8272\u81f3\u5173\u91cd\u8981\uff0c\u90a3\u5c31\u662f<strong>\u8001\u677f\u7684\u89d2\u8272</strong>\uff0c\u4e5f\u5c31\u662f\u6211\u7684\u89d2\u8272\u3002\u4ea7\u54c1\u641e\u51fa\u6765\u4ee5\u540e\uff0c\u5982\u679c\u53ea\u662f\u81ea\u55e8\u90a3\u5c31\u7b97\u4e86\uff0c\u4f46\u662f\u5982\u679c\u60f3\u51fa\u53bb\u5356\uff0c\u5c31\u9700\u8981\u4e0b\u529f\u592b\u505a\u8425\u9500\u3001\u505a\u9500\u552e\uff0c\u6253\u901a\u6536\u6b3e\u6e20\u9053\u3002</p>\n<p>\u4e3a\u6b64\uff0c\u6211\u5728\u56fd\u5e86\u7684\u65f6\u5019\u4e13\u95e8\u53bb\u4e86\u4e00\u8d9f\u9999\u6e2f\uff0c\u529e\u4e86\u6e2f\u5361\uff0c\u5e76\u5f00\u901a\u4e86 Stripe \u505a\u6536\u6b3e\u3002\u540c\u65f6\uff0c\u4ea7\u54c1\u4e0a\u7684\u5b9a\u4ef7\u65b9\u6848\u8fd8\u5f97\u4e0d\u65ad\u8c03\u6574\u6d4b\u7b97\uff0c\u65e2\u907f\u514d\u5b9a\u4ef7\u592a\u9ad8\u6ca1\u6709\u4eba\u7528\uff0c\u4e5f\u907f\u514d\u5b9a\u4ef7\u592a\u4f4e\u628a\u81ea\u5df1\u4e8f\u8fdb\u53bb\u4e86\u3002</p>\n<p>\u4ea7\u54c1\u641e\u51fa\u6765\u4e86\uff0c\u4f46\u662f\u5356\u51fa\u53bb\u5c31\u662f\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u95ee\u9898\u3002\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ea\u80fd\u9760\u81ea\u5df1\u3002\u6211\u4e5f\u5c31\u662f\u5728\u4ea7\u54c1\u57fa\u672c\u641e\u51fa\u6765\u4ee5\u540e\uff0c\u624d\u53d1\u73b0\uff1a<strong>\u539f\u6765\u6d41\u91cf\u624d\u662f\u6700\u5927\u7684\u95ee\u9898\u3002</strong></p>\n<p>\u8bf4\u5b9e\u8bdd\uff0c\u6211\u4ece\u4e00\u5f00\u59cb\u5c31\u6ca1\u6709\u60f3\u597d\u641e\u5b8c\u4ee5\u540e\u5982\u4f55\u5356\u51fa\u53bb\uff0c\u6240\u4ee5\u73b0\u5728\u4e00\u76f4\u662f\u5904\u4e8e\u65e0\u4eba\u95ee\u6d25\u7684\u60c5\u51b5\u3002\u867d\u7136\u63d0\u4ea4\u7ed9\u4e86\u641c\u7d22\u5f15\u64ce\uff0c\u4f46\u662f\u7531\u4e8e\u82f1\u8bed\u5b66\u4e60\u7c7b\u7684\u4ea7\u54c1\u90fd\u70c2\u5927\u8857\u4e86\uff0c\u6240\u4ee5\u6ca1\u6709\u4efb\u4f55\u6765\u81ea\u4e8e\u641c\u7d22\u7684\u6d41\u91cf\u3002\u6240\u4ee5\u73b0\u5728\u4ecd\u7136\u662f 0 \u7684\u6536\u76ca\u3002</p>\n<p>\u4f46\u6211\u4ecd\u7136\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4ef6\u6709\u610f\u4e49\u7684\u4e8b\u60c5\u3002\u6700\u8d77\u7801\u662f\u6211\u5c1d\u8bd5\u505a\u4e00\u4e9b\u4e0d\u4e00\u6837\u7684\u4e1c\u897f\uff0c\u5e76\u5207\u5b9e\u611f\u53d7\u5230\u4e86\u53c2\u8003\u4ea7\u54c1\u7ade\u4e89\u7684\u73b0\u5b9e\u3002</p>\n<p>\u4e4b\u524d\u88ab\u5927\u5382\u4fdd\u62a4\u5f97\u592a\u597d\u4e86\uff0c\u4ee5\u4e3a\u6280\u672f\u597d\u3001\u4ea7\u54c1\u505a\u51fa\u6765\u5c31\u6709\u94b1\u8d5a\uff0c\u73b0\u5728\u53d1\u73b0\u5e76\u4e0d\u662f\u5982\u6b64\u3002\u6ca1\u6709\u201c\u5356\u201d\uff0c\u4e00\u5207\u90fd\u662f\u90a3\u4e2a 0 \u3002\u800c\u8fd9\u4e5f\u8feb\u4f7f\u6211\u81ea\u5df1\u53bb\u601d\u8003\u3001\u53bb\u9762\u5bf9\u3001\u53bb\u8865\u5145\u81ea\u5df1\u7684\u77ed\u677f\u3002\u800c\u8fd9\u4e5f\u5c06\u662f\u6211 2026 \u5e74\u65b0\u7684\u8d77\u70b9\u3002</p>\n<p>\u54e6\uff0c\u8fd9\u4e2a\u4ea7\u54c1\u662f <a href=\"https://poisedly.com\" rel=\"nofollow\">poisedly.com</a>\u3002</p>\n", 
      "date_published": "2025-12-31T15:27:51+00:00", 
      "title": "[2025 \u603b\u7ed3]\u7528 Gemini+Claude \u624b\u6413\u4ea7\u54c1\uff0c\u7ed3\u5c40\u5374\u662f 0 \u6536\u5165", 
      "id": "https://www.v2ex.com/t/1182516"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/MaskerPRC", 
        "name": "MaskerPRC", 
        "avatar": "https://cdn.v2ex.com/avatar/b16c/fa37/589358_large.png?m=1772967663"
      }, 
      "url": "https://www.v2ex.com/t/1182224", 
      "date_modified": "2025-12-31T06:13:09+00:00", 
      "content_html": "<p>\u4eca\u5929 Meta \u6536\u8d2d Manus \u7684\u6d88\u606f\u4e00\u51fa\u6765\uff0c\u6280\u672f\u5708\u3001\u6295\u8d44\u5708\u3001AI \u5708\u51e0\u4e4e\u662f\u4e00\u8d77\u70b8\u4e86\u3002\u6211\u672c\u6765\u5728\u5199\u81ea\u5df1\u7b2c N \u4e2a\u5c0f\u4ea7\u54c1\uff0c\u7ed3\u679c\u5237\u670b\u53cb\u5708\u548c\u5fae\u4fe1\u7fa4\uff0c\u6ee1\u5c4f\u90fd\u662f\u201cManus \u88ab Meta 20 \u4ebf\u7f8e\u91d1\u6536\u8d2d\u201d\u201c\u521b\u59cb\u4eba\u4e00\u8dc3\u6210 VP\u201d\u201c\u4e2d\u56fd\u56e2\u961f\u5728\u5168\u7403\u5927\u573a\u9762\u62ff\u4e0b\u80dc\u5229\u201d\u4e4b\u7c7b\u7684\u8bf4\u6cd5\u3002\u5e72\u8106\u628a\u624b\u4e0a\u7684\u6d3b\u505c\u4e86\uff0c\u5148\u628a\u76f8\u5173\u4fe1\u606f\u90fd\u770b\u4e86\u4e00\u5708\uff0c\u518d\u7ed3\u5408\u8fd9\u6bb5\u65f6\u95f4\u505a AI \u4ea7\u54c1\u7684\u4e00\u4e9b\u4f53\u4f1a\uff0c\u6765 V2EX \u5199\u70b9\u66f4\u4e2a\u4eba\u4e00\u70b9\u7684\u611f\u60f3\u3002</p>\n<p>\u5148\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0b\u81ea\u5df1\uff1a\u6211\u662f Loopsaaage \u4f73\u6052\uff0c\u73b0\u5728\u5728\u505a\u4e00\u4e2a\u300c 1 \u5e74\u505a 100 \u4e2a AI \u4ea7\u54c1\u300d\u7684\u4e2a\u4eba\u6311\u6218\uff0c\u8fdb\u5ea6\u548c\u6240\u6709\u4ea7\u54c1\u90fd\u653e\u5728\u8fd9\u4e2a\u5c0f\u7ad9\u4e0a\uff1a <a href=\"https://100.agitao.net\" rel=\"nofollow\">https://100.agitao.net</a> \u3002\u4e4b\u524d\u5728\u534e\u4e3a\u3001\u817e\u8baf\u505a\u8fc7\u6e38\u620f\u5f00\u53d1\u548c AI \u7cfb\u7edf\u76f8\u5173\u7684\u5de5\u4f5c\uff0c\u73b0\u5728\u57fa\u672c\u7b97\u662f\u5168\u804c\u5728\u6298\u817e\u5404\u79cd AI \u5e94\u7528\u3002\u5bf9\u7535\u5b50\u8bbe\u5907\u3001\u65b0\u6a21\u578b\u7279\u522b\u4e0a\u5934\uff0c\u5e73\u65f6\u4f1a\u6bd4\u8f83\u5bc6\u5207\u5730\u8ddf\u7740\u6a21\u578b\u8fed\u4ee3\u548c\u4ea7\u54c1\u52a8\u5411\u8d70\u3002</p>\n<p>\u56de\u5230 Manus \u8fd9\u4ef6\u4e8b\uff0c\u4ece\u516c\u5f00\u7684\u4fe1\u606f\u91cc\uff0c\u81f3\u5c11\u6709\u51e0\u4e2a\u70b9\u633a\u503c\u5f97\u5c55\u5f00\u8bf4\u8bf4\u3002</p>\n<p>\u7b2c\u4e00\u4e2a\u662f\u8282\u594f\u548c\u4ef7\u683c\u3002\u82f1\u6587\u5a92\u4f53\u90a3\u8fb9\uff08\u6bd4\u5982 Reuters \u3001WSJ \u3001FT \uff09\u57fa\u672c\u90fd\u5df2\u7ecf\u786e\u8ba4 Meta \u6536\u4e86 Manus \uff0c\u800c\u4e14\u7ed9\u51fa\u7684\u8bf4\u6cd5\u662f\uff1a\u8c08\u5224\u5927\u6982 10 \u5929\u5de6\u53f3\u641e\u5b9a\uff0c\u91d1\u989d\u5728 20 \u4ebf\u7f8e\u91d1\u8fd9\u4e2a\u91cf\u7ea7\u3002\u5bf9\u4e00\u5bb6\u4ece 2022 \u5e74\u624d\u5f00\u59cb\u3001\u5148\u9760\u6d4f\u89c8\u5668\u63d2\u4ef6 Monica \u8d77\u5bb6\uff0c\u540e\u6765\u518d\u505a Manus Agent \u7684\u516c\u53f8\u6765\u8bf4\uff0c\u8fd9\u4e2a\u901f\u5ea6\u548c\u6210\u4ea4\u4ef7\u653e\u5728\u6559\u79d1\u4e66\u91cc\u90fd\u4e0d\u7b97\u5938\u5f20\u3002\u4f60\u53ef\u4ee5\u8bf4\u8fd9\u662f AI \u6ce1\u6cab\u7684\u4e00\u90e8\u5206\uff0c\u4f30\u503c\u865a\u9ad8\u4e4b\u7c7b\u7684\uff0c\u4f46\u94b1\u662f\u771f\u5b9e\u5230\u5e10\u7684\uff0c\u8fd9\u70b9\u8c01\u4e5f\u5426\u8ba4\u4e0d\u4e86\u3002</p>\n<p>\u7b2c\u4e8c\u4e2a\u662f\u8fd9\u5bb6\u516c\u53f8\u5728\u6280\u672f\u5708\u91cc\u7684\u53e3\u7891\u5f88\u5206\u88c2\u3002\u5728\u5404\u79cd\u5fae\u4fe1\u7fa4\u3001\u6280\u672f\u7fa4\u91cc\uff0c\u6709\u4eba\u8ba4\u4e3a\u5b83\u5c31\u662f\u201c\u5957\u58f3\u5927\u6a21\u578b + \u5957\u58f3\u5de5\u5177\u201d\uff0c\u6280\u672f\u4e0a\u6ca1\u4ec0\u4e48\u786c\u95e8\u69db\uff0c\u66f4\u591a\u662f\u5305\u88c5\u548c\u5e02\u573a\u505a\u5f97\u597d\uff1b\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u4eba\u5bb6 ARR \u505a\u5230 1 \u4ebf\u7f8e\u91d1\uff0c\u6d77\u5916\u613f\u610f\u4ed8\u9ad8\u4ef7\u7684\u4e00\u6279\u7528\u6237\u771f\u91d1\u767d\u94f6\u4e70\u5355\uff0c\u6700\u540e Meta \u7528\u6536\u8d2d\u6765\u6295\u7968\u3002\u5f88\u591a\u4eba\u5634\u4e0a\u8bf4\u201c\u4e0d\u503c\u201d\u201cMeta 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\u9876\u7ea7\u5927\u5382\u201d\u7684\u6807\u51c6\u8def\u7ebf\u3002\u4e00\u5f00\u59cb\u662f\u4ece\u5fae\u4fe1\u5c0f\u63d2\u4ef6\u3001\u6d4f\u89c8\u5668\u63d2\u4ef6\u8fd9\u79cd\u5f88\u63a5\u5730\u6c14\u7684\u5f62\u6001\u505a\u8d77\uff1b\u516c\u53f8\u4e3b\u4f53\u642c\u5230\u4e86\u65b0\u52a0\u5761\uff0c\u62ff\u7684\u662f\u5168\u7403\u7684\u94b1\uff0c\u505a\u7684\u662f\u5168\u7403\u7528\u6237\uff0c\u6700\u540e\u88ab\u7f8e\u56fd\u7684\u5927\u516c\u53f8\u6536\u8d2d\u3002\u8fd9\u6761\u8def\uff0c\u5bf9\u73b0\u5728\u4e00\u5927\u6279\u5728\u56fd\u5185\u505a AI 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\u4e8b\u4ef6\u653e\u5927\u5f97\u7279\u522b\u660e\u663e\uff1a\u6280\u672f\u4e0a\u7684\u201c\u6b63\u786e\u201d\uff0c\u5e76\u4e0d\u4e00\u5b9a\u4f1a\u81ea\u7136\u5730\u53d8\u6210\u4ea7\u54c1\u4e0a\u7684\u6210\u529f\uff1b\u5de5\u7a0b\u4e0a\u7684\u4f18\u96c5\uff0c\u4e5f\u4e0d\u81ea\u52a8\u7b49\u4e8e\u5546\u4e1a\u4e0a\u7684\u80dc\u5229\uff1b\u4f60\u7528\u7684\u6a21\u578b\u518d\u5148\u8fdb\uff0c\u4e5f\u4e0d\u4fdd\u8bc1\u4f60\u80fd\u6362\u6765\u4e00\u4e2a 20 \u4ebf\u7f8e\u91d1\u7684\u51fa\u53e3\u3002</p>\n<p>\u8fd9\u6bb5\u65f6\u95f4\u6211\u5728\u8fed\u4ee3\u81ea\u5df1\u8fd9\u4e9b\u5c0f\u9879\u76ee\u65f6\uff0c\u5df2\u7ecf\u8d8a\u6765\u8d8a\u5c11\u53bb\u7ea0\u7ed3\u201c\u8fd9\u4e2a\u662f\u4e0d\u662f\u5957\u58f3\u201d\u201c\u8fd9\u4e2a\u662f\u4e0d\u662f\u8db3\u591f hard-core\u201d\u3002\u6211\u73b0\u5728\u4f1a\u66f4\u5b9e\u9645\u4e00\u70b9\uff0c\u53ea\u76ef\u4e09\u4ef6\u4e8b\uff1a  </p>\n<ol>\n<li>\u5b83\u662f\u4e0d\u662f\u771f\u7684\u5e2e\u4e00\u5c0f\u64ae\u4eba\u89e3\u51b3\u4e86\u67d0\u4e2a\u5177\u4f53\u7684\u95ee\u9898\uff1b  </li>\n<li>\u8fd9\u4e9b\u4eba\u613f\u4e0d\u613f\u610f\u4e3a\u5b83\u638f\u94b1\uff0c\u800c\u4e0d\u662f\u53ea\u8bf4\u201c\u771f\u4e0d\u9519\u201d\uff1b  </li>\n<li>\u6211\u80fd\u4e0d\u80fd\u5728\u4e00\u4e24\u5468\u5185\u62c9\u51fa\u4e00\u4e2a\u7248\u672c\uff0c\u8ba9\u771f\u5b9e\u7528\u6237\u613f\u610f\u7559\u4e0b\u6765\u6301\u7eed\u7528\u3002</li>\n</ol>\n<p>\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u770b\uff0cManus \u8fd9\u6b21\u7b97\u662f\u628a\u201c\u5b9e\u7528\u4e3b\u4e49\u201d\u7684\u7ec8\u70b9\u653e\u5728\u5927\u5bb6\u773c\u524d\uff1a\u4f60\u53ef\u4ee5\u5acc\u5b83\u201c\u4e0d\u9177\u3001\u4e0d\u786c\u6838\u201d\uff0c\u4e5f\u53ef\u4ee5\u4ece\u5de5\u7a0b\u6d01\u7656\u7684\u89d2\u5ea6\u53bb\u6311\u523a\uff0c\u4f46\u4f60\u5f88\u96be\u5426\u8ba4\u5b83\u5728\u4ea7\u54c1\u5b9a\u4e49\u3001\u4e0a\u7ebf\u65f6\u673a\u3001\u53d8\u73b0\u8282\u594f\u548c\u8d44\u672c\u8def\u7ebf\u4e0a\u7684\u8001\u7ec3\u3002</p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u633a\u73b0\u5b9e\u3001\u4e5f\u6709\u70b9\u5fae\u5999\u7684\u70b9\uff1a\u8fd9\u6b21\u6536\u8d2d\u5e26\u51fa\u6765\u7684\u60c5\u7eea\uff0c\u5176\u5b9e\u4e0d\u662f\u5355\u4e00\u7684\u7fa1\u6155\u6216\u4e0d\u6ee1\uff0c\u800c\u662f\u201c\u7fa1\u6155 + \u4e0d\u670d + \u7126\u8651\u201d\u6405\u5728\u4e00\u8d77\u3002  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</p>\n<ol>\n<li>\u7ee7\u7eed\u6b7b\u78d5\u4ea7\u54c1\u672c\u8eab\u7684\u4ef7\u503c\uff0c\u4e0d\u518d\u8fc7\u5ea6\u5728\u610f\u201c\u662f\u4e0d\u662f\u9ad8\u5927\u4e0a\u201d\u201c\u662f\u4e0d\u662f\u591f\u6280\u672f\u8303\u513f\u201d\uff0c\u53ea\u8981\u6709\u771f\u5b9e\u7528\u6237\u613f\u610f\u4e70\u5355\uff0c\u5c31\u503c\u5f97\u8ba4\u771f\u505a\uff1b  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\u7684\u5de5\u7a0b\u5e08\u548c\u4ea7\u54c1\u4eba\uff0c\u7684\u786e\u6709\u673a\u4f1a\u628a\u81ea\u5df1\u6572\u4e0b\u7684\u4ee3\u7801\uff0c\u53d8\u6210\u8d44\u4ea7\u8868\u4e0a\u7684\u90a3\u4e00\u884c\u3002\u4e0d\u7ba1\u4f60\u662f\u6253\u5de5\u7684\uff0c\u8fd8\u662f\u5728\u521b\u4e1a\uff0c\u95e8\u5df2\u7ecf\u5f00\u4e86\u4e00\u6761\u7f1d\u3002\u5269\u4e0b\u7684\uff0c\u5c31\u770b\u6211\u4eec\u613f\u4e0d\u613f\u610f\u771f\u7684\u8d70\u51fa\u53bb\u8bd5\u4e00\u8bd5\uff0c\u4e5f\u770b\u4f60\u6562\u4e0d\u6562\u628a\u73b0\u5728\u5199\u7684\u4e1c\u897f\uff0c\u5f80\u90a3\u4e2a\u65b9\u5411\u63a8\u4e00\u5c0f\u6b65\u3002</p>\n", 
      "date_published": "2025-12-30T09:46:12+00:00", 
      "title": "Meta 20 \u4ebf\u7f8e\u91d1\u6536\u8d2d Manus \u8fd9\u4ef6\u4e8b\uff0c\u5bf9\u666e\u901a AI \u5f00\u53d1\u8005\u610f\u5473\u7740\u4ec0\u4e48\uff1f", 
      "id": "https://www.v2ex.com/t/1182224"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xuld", 
        "name": "xuld", 
        "avatar": "https://cdn.v2ex.com/gravatar/a5cc6f373106ab818eeb0869ed756b64?s=73&d=retro"
      }, 
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