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      "content_html": "<p>\u5404\u4f4d V \u53cb\u5927\u5bb6\u597d\uff0c\n\u6211\u662f\u4e00\u540d\u62e5\u6709 8 \u5e74\u5168\u6808\u5f00\u53d1\u7ecf\u9a8c\u7684\u5de5\u7a0b\u5e08\uff0c\u4e3b\u653b\u540e\u7aef\uff0c\u517c\u987e\u524d\u7aef\u4e0e\u67b6\u6784\u3002\u6280\u672f\u6808\u4ee5 Golang \u3001Node.js \u3001PHP \u4e3a\u6838\u5fc3\uff0c\u540c\u65f6\u719f\u6089 Python \u3001React/Vue \u7b49\uff0c\u80fd\u72ec\u7acb\u5b8c\u6210\u4ece\u9700\u6c42\u5206\u6790\u5230\u4ea4\u4ed8\u7684\u5168\u94fe\u8def\u5f00\u53d1\u3002</p>\n<p>\u4e3a\u4ec0\u4e48\u627e\u6211\uff1f</p>\n<p>\u7ecf\u9a8c\u624e\u5b9e\uff1a\u591a\u5e74\u4e00\u7ebf\u4e92\u8054\u7f51\u516c\u53f8\u7ecf\u5386\uff0c\u5904\u7406\u8fc7\u9ad8\u5e76\u53d1\u3001\u5fae\u670d\u52a1\u3001\u5206\u5e03\u5f0f\u4e8b\u52a1\u3001\u7f13\u5b58\u4f18\u5316\u7b49\u590d\u6742\u573a\u666f\uff0c\u4ee3\u7801\u8d28\u91cf\u4e0e\u7cfb\u7edf\u7a33\u5b9a\u6027\u6709\u4fdd\u969c\u3002</p>\n<p>\u6280\u672f\u9002\u914d\uff1a</p>\n<p>WEB3 \u65b9\u5411\uff1a\u4e86\u89e3\u4ee5\u592a\u574a/\u667a\u80fd\u5408\u7ea6\u4ea4\u4e92\u3001DApp \u540e\u7aef\u67b6\u6784\u3001\u8282\u70b9\u901a\u4fe1\u3001\u7b7e\u540d\u9a8c\u7b7e\u7b49\uff0c\u80fd\u5feb\u901f\u878d\u5165\u94fe\u4e0a\u4e1a\u52a1\u3002</p>\n<p>AI \u65b9\u5411\uff1a\u719f\u7ec3\u5bf9\u63a5 OpenAI \u3001Claude \u7b49\u5927\u6a21\u578b API \uff0c\u505a\u8fc7 RAG \u5e94\u7528\u3001Prompt \u5de5\u7a0b\u3001AI \u5de5\u4f5c\u6d41\u7f16\u6392\uff0c\u4e5f\u61c2\u57fa\u7840\u7684\u6a21\u578b\u5fae\u8c03\u4e0e\u6570\u636e\u5904\u7406\u3002</p>\n<p>\u517c\u804c\u4f18\u52bf\uff1a\u5f53\u524d\u81ea\u7531\u65f6\u95f4\u975e\u5e38\u5145\u88d5\uff0c\u53ef\u6295\u5165 \u6bcf\u5929 6~8 \u5c0f\u65f6\uff0c\u652f\u6301\u6309\u9879\u76ee/\u6309\u5de5\u65f6/\u6309\u91cc\u7a0b\u7891\u591a\u79cd\u5408\u4f5c\u65b9\u5f0f\uff0c\u54cd\u5e94\u53ca\u65f6\uff08\u5de5\u4f5c\u65e5\u79d2\u56de\uff0c\u5468\u672b\u4e5f\u53ef\u534f\u5546\uff09\u3002</p>\n<p>\u8fdc\u7a0b\u7ecf\u9a8c\uff1a\u8fc7\u53bb 3 \u5e74\u4e00\u76f4\u8fdc\u7a0b\u529e\u516c\uff0c\u6c9f\u901a\u9ad8\u6548\uff0c\u6587\u6863\u89c4\u8303\uff0c\u4e60\u60ef\u4f7f\u7528 Slack \u3001\u9489\u9489\u3001\u98de\u4e66\u3001Zoom \u7b49\u5de5\u5177\uff0c\u4e0e\u56e2\u961f\u534f\u4f5c\u65e0\u969c\u788d\u3002</p>\n<p>\u6211\u80fd\u4e3a\u4f60\u505a\u4ec0\u4e48\uff1f</p>\n<p>\u4ece 0 \u5230 1 \u5feb\u901f\u642d\u5efa MVP \u6216\u539f\u578b\u7cfb\u7edf</p>\n<p>\u73b0\u6709\u9879\u76ee\u6027\u80fd\u4f18\u5316\u3001\u6280\u672f\u503a\u6e05\u7406\u3001\u67b6\u6784\u5347\u7ea7</p>\n<p>\u4e0e AI / \u533a\u5757\u94fe\u76f8\u5173\u7684 API \u670d\u52a1\u3001\u6570\u636e\u5904\u7406\u6d41\u6c34\u7ebf\u3001\u81ea\u52a8\u5316\u811a\u672c</p>\n<p>\u6280\u672f\u65b9\u6848\u54a8\u8be2\u3001\u4ee3\u7801\u5ba1\u67e5\u3001\u7591\u96be\u95ee\u9898\u653b\u575a</p>\n<p>\u8054\u7cfb\u65b9\u5f0f\uff08 Base64 \u89e3\u7801\uff09\uff1a\nRmF2b3JvaXNoaQ==</p>\n<p>\u52a0\u6211\u65f6\u8bf7\u5907\u6ce8 \u201cV2EX \u517c\u804c\u201d \u53ca\u5927\u81f4\u9700\u6c42\uff0c\u6211\u4f1a\u7b2c\u4e00\u65f6\u95f4\u56de\u590d\u5e76\u9644\u4e0a\u7b80\u5386/\u4f5c\u54c1\u96c6\uff08\u5982 GitHub \u6216\u9879\u76ee\u6848\u4f8b\uff09\u3002</p>\n<p>\u611f\u8c22\u5404\u4f4d\u5927\u4f6c\u635e\u4e00\u628a\uff0c\u671f\u5f85\u80fd\u5e2e\u4e0a\u5fd9\uff0c\u4e5f\u6b22\u8fce\u5148\u804a\u4e00\u804a\uff0c\u5408\u4e0d\u5408\u9002\u90fd\u6ca1\u5173\u7cfb \ud83d\udc4d</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xycoder01", 
        "name": "xycoder01", 
        "avatar": "https://cdn.v2ex.com/avatar/6e5f/3edb/844445_large.png?m=1788333168"
      }, 
      "url": "https://www.v2ex.com/t/1238953", 
      "date_modified": "2026-09-02T07:40:43+00:00", 
      "content_html": "<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f\u4e00\u540d\u72ec\u7acb\u5f00\u53d1\u8005\uff0c\u76ee\u524d\u6709\u6bd4\u8f83\u5145\u8db3\u7684\u5f00\u53d1\u65f6\u95f4\uff0c\u5e0c\u671b\u627f\u63a5\u4e00\u4e9b\u9879\u76ee\u5f00\u53d1\u9700\u6c42\u3002</p>\n<p>\u4e0b\u9762\u8fd9\u4e9b\u7c7b\u578b\u7684\u5185\u5bb9\u90fd\u53ef\u4ee5\uff1a</p>\n<ul>\n<li>Java / \u540e\u7aef\u529f\u80fd\u5f00\u53d1</li>\n<li>Web \u524d\u540e\u7aef\u529f\u80fd</li>\n<li>\u79fb\u52a8\u7aef App \u529f\u80fd\u5f00\u53d1</li>\n<li>\u73b0\u6709\u9879\u76ee Bug \u4fee\u590d</li>\n<li>API / \u7b2c\u4e09\u65b9\u670d\u52a1\u63a5\u5165</li>\n<li>AI / \u5927\u6a21\u578b\u76f8\u5173\u529f\u80fd\u63a5\u5165</li>\n<li>\u540e\u53f0\u7ba1\u7406\u529f\u80fd</li>\n<li>\u6570\u636e\u5904\u7406\u53ca\u81ea\u52a8\u5316\u5c0f\u5de5\u5177</li>\n<li>\u8001\u9879\u76ee\u7ef4\u62a4\u3001\u529f\u80fd\u4fee\u6539</li>\n<li>\u4ece\u9700\u6c42\u5230\u53ef\u8fd0\u884c Demo / MVP \u7684\u5feb\u901f\u5f00\u53d1</li>\n<li>\u5176\u4ed6\u9700\u6c42\u660e\u786e\u3001\u5468\u671f\u8f83\u77ed\u7684\u8f6f\u4ef6\u5f00\u53d1\u4efb\u52a1</li>\n</ul>\n<p>\u6211\u81ea\u5df1\u4e5f\u5b8c\u6574\u5f00\u53d1\u5e76\u4e0a\u7ebf\u8fc7\u591a\u6b3e App \uff0c\u5e76\u4e14\u5e2e\u52a9\u8fc7\u5ba2\u6237\u5f00\u53d1\u548c\u4e0a\u7ebf\u4e86\u591a\u4e2a Web \u548c\u5c0f\u7a0b\u5e8f\u7b49\u9879\u76ee\uff0c\u56e0\u6b64\u9664\u4e86\u5355\u7eaf\u5199\u4ee3\u7801\uff0c\u4e5f\u80fd\u591f\u4ece\u9700\u6c42\u3001\u4ea4\u4e92\u3001\u5f00\u53d1\u3001\u8c03\u8bd5\u5230\u4e0a\u7ebf\u72ec\u7acb\u63a8\u8fdb\u4ea7\u54c1\u3002</p>\n<h2>\u5408\u4f5c\u65b9\u5f0f</h2>\n<p>\u6211\u76ee\u524d\u5e0c\u671b\u5c3d\u5feb\u79ef\u7d2f\u4e00\u4e9b\u65b0\u7684\u72ec\u7acb\u5f00\u53d1\u5408\u4f5c\u6848\u4f8b\uff0c\u6240\u4ee5 <strong>\u524d\u51e0\u5355\u4f1a\u7ed9\u51fa\u6bd4\u8f83\u6709\u7ade\u4e89\u529b\u7684\u62a5\u4ef7</strong>\u3002</p>\n<p>\u5982\u679c\u9700\u6c42\u6bd4\u8f83\u5c0f\uff0c\u4f8b\u5982\u4e00\u4e2a Bug \u3001\u4e00\u4e2a\u63a5\u53e3\u3001\u4e00\u4e2a\u72ec\u7acb\u529f\u80fd\uff0c\u4e5f\u6b22\u8fce\u76f4\u63a5\u8054\u7cfb\uff0c\u4e0d\u4e00\u5b9a\u975e\u8981\u662f\u5b8c\u6574\u9879\u76ee\u3002</p>\n<p>\u6211\u4e5f\u613f\u610f\u5148\u4ece\u4e00\u4e2a\u8f83\u5c0f\u7684\u4efb\u52a1\u5f00\u59cb\u5408\u4f5c\uff0c\u5efa\u7acb\u4fe1\u4efb\uff0c\u53cc\u65b9\u89c9\u5f97\u6c9f\u901a\u548c\u4ea4\u4ed8\u90fd\u5408\u9002\uff0c\u518d\u7ee7\u7eed\u540e\u9762\u7684\u9700\u6c42\u3002</p>\n<h2>\u5173\u4e8e\u4ef7\u683c</h2>\n<p>\u4e0d\u540c\u9879\u76ee\u7684\u9700\u6c42\u590d\u6742\u5ea6\u3001\u6280\u672f\u98ce\u9669\u548c\u4ea4\u4ed8\u8981\u6c42\u5dee\u5f02\u5f88\u5927\uff0c\u6240\u4ee5\u4e86\u89e3\u5177\u4f53\u9700\u6c42\u4ee5\u540e\uff0c\u8be6\u7ec6\u5546\u8c08\u3002</p>\n<h2>\u8054\u7cfb\u65b9\u5f0f\uff1a</h2>\n<ul>\n<li>\u5fae\u4fe1: xycoder01</li>\n<li>\u90ae\u7bb1: <a href=\"mailto:xycoder@163.com\">xycoder@163.com</a></li>\n</ul>\n", 
      "date_published": "2026-09-02T07:38:10+00:00", 
      "title": "[\u6c42\u804c] \u72ec\u7acb\u5f00\u53d1\u8005\u63a5\u5355\uff1a Java / Web / App / \u5c0f\u7a0b\u5e8f/ AI \u63a5\u5165 / Bug \u4fee\u590d / MVP \u7b49", 
      "id": "https://www.v2ex.com/t/1238953"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/mumu0101", 
        "name": "mumu0101", 
        "avatar": "https://cdn.v2ex.com/avatar/2370/1e96/648111_large.png?m=1788238056"
      }, 
      "url": "https://www.v2ex.com/t/1238637", 
      "title": "[\u6c42\u804c / \u5408\u4f5c] UI/UX \u8bbe\u8ba1\u5e08\uff5c AI + Vibe Coding\uff5c\u63a5\u53d7\u5168\u804c\u8fdc\u7a0b / \u957f\u671f\u5408\u4f5c / \u9879\u76ee\u5408\u4f5c", 
      "id": "https://www.v2ex.com/t/1238637", 
      "date_published": "2026-09-01T04:45:25+00:00", 
      "content_html": " [\u6c42\u804c / \u5408\u4f5c]  UI/UX \u8bbe\u8ba1\u5e08\uff5c AI + Vibe Coding \uff5c\u63a5\u53d7\u5168\u804c\u8fdc\u7a0b / \u957f\u671f\u5408\u4f5c / \u9879\u76ee\u5408\u4f5c<br /><br /><br /><br />\u5927\u5bb6\u597d\uff0c\u6211\u662f\u4e00\u540d UI/UX \u8bbe\u8ba1\u5e08\uff0c\u76ee\u524d\u5f00\u653e\u65b0\u7684\u5de5\u4f5c\u53ca\u9879\u76ee\u5408\u4f5c\u673a\u4f1a\u3002<br /><br />\u4e3b\u8981\u65b9\u5411\u662f App / Web / B \u7aef / \u5c0f\u7a0b\u5e8f / \u4ea7\u54c1 UIUX / \u54c1\u724c\u89c6\u89c9\uff0c\u9664\u4e86\u5e38\u89c4\u8bbe\u8ba1\u5de5\u4f5c\u4e4b\u5916\uff0c\u5e73\u65f6\u4e5f\u6bd4\u8f83\u6df1\u5ea6\u4f7f\u7528 AI \u5de5\u5177\uff0c\u5e76\u4e14\u5728\u505a Vibe Coding \u3002<br /><br />\u76ee\u524d\u53ef\u4ee5\u8986\u76d6\uff1a<br /><br />* App / Web / \u5c0f\u7a0b\u5e8f / PC / B \u7aef UIUX<br />* \u4ea7\u54c1\u4ea4\u4e92\u3001\u4fe1\u606f\u67b6\u6784\u53ca\u4f53\u9a8c\u4f18\u5316<br />* Logo / \u54c1\u724c\u89c6\u89c9 / \u6d77\u62a5 / \u5ba3\u4f20\u7269\u6599<br />* PPT / \u5546\u4e1a\u63d0\u6848 / \u4ea7\u54c1\u65b9\u6848<br />* \u73b0\u6709\u4ea7\u54c1 UI \u6539\u7248\u53ca\u89c6\u89c9\u5347\u7ea7<br />* AI \u8f85\u52a9\u4ea7\u54c1\u8bbe\u8ba1\u4e0e\u5feb\u901f\u65b9\u6848\u63a2\u7d22<br />* Vibe Coding / \u4ea7\u54c1 Demo / \u53ef\u4ea4\u4e92\u539f\u578b<br />* \u53ef\u4ee5\u4ece \u60f3\u6cd5 \u2192 UI \u2192 \u53ef\u8fd0\u884c Demo \u5feb\u901f\u63a8\u8fdb<br /><br />\u6211\u5e73\u65f6\u4e0d\u53ea\u662f\u5173\u6ce8\u9875\u9762\u201c\u597d\u4e0d\u597d\u770b\u201d\uff0c\u4e5f\u6bd4\u8f83\u5173\u6ce8\u4ea7\u54c1\u903b\u8f91\u3001\u4ea4\u4e92\u4f53\u9a8c\u3001\u5f00\u53d1\u5b9e\u73b0\u4ee5\u53ca\u6700\u7ec8\u843d\u5730\u3002<br /><br />\u73b0\u5728 AI \u76f8\u5173\u5de5\u5177\u4e5f\u4e00\u76f4\u5728\u6df1\u5ea6\u4f7f\u7528\uff0c\u50cf Cursor \u3001Codex \u7b49 AI Coding \u5de5\u4f5c\u6d41\u90fd\u6bd4\u8f83\u719f\u6089\uff0c\u53ef\u4ee5\u914d\u5408\u8bbe\u8ba1\u5feb\u901f\u9a8c\u8bc1\u4ea7\u54c1\u60f3\u6cd5\uff0c\u800c\u4e0d\u53ea\u662f\u505c\u7559\u5728\u9759\u6001 Figma \u7a3f\u3002<br /><br />\u76ee\u524d\u5f00\u653e<br /><br />\u5168\u804c\u8fdc\u7a0b<br /><br />\u5bfb\u627e UI/UX \u3001\u4ea7\u54c1\u8bbe\u8ba1\u3001AI \u4ea7\u54c1\u8bbe\u8ba1\u7b49\u76f8\u5173\u65b9\u5411\u7684\u5168\u804c\u8fdc\u7a0b\u673a\u4f1a\uff0c\u5e0c\u671b\u662f\u53ef\u4ee5\u957f\u671f\u7a33\u5b9a\u5408\u4f5c\u7684\u56e2\u961f\u3002<br /><br />\u957f\u671f\u8bbe\u8ba1\u5408\u4f5c<br /><br />\u9002\u5408\u6ca1\u6709\u5168\u804c\u8bbe\u8ba1\u5e08\uff0c\u4f46\u6301\u7eed\u6709\u4ea7\u54c1\u8bbe\u8ba1\u9700\u6c42\u7684\u521b\u4e1a\u56e2\u961f / \u72ec\u7acb\u5f00\u53d1\u8005\uff0c\u53ef\u4ee5\u6309\u6708\u6216\u957f\u671f\u5408\u4f5c\u3002<br /><br />\u5355\u9879\u76ee\u5408\u4f5c<br /><br />App / Web / B \u7aef / AI \u4ea7\u54c1 / \u54c1\u724c\u89c6\u89c9 / PPT \u7b49\u9879\u76ee\u5747\u53ef\u6c9f\u901a\u3002<br /><br />\u5982\u679c\u662f\u65e9\u671f\u4ea7\u54c1\uff0c\u4e5f\u53ef\u4ee5\u4e00\u8d77\u4ece\u9700\u6c42\u3001\u4ea7\u54c1\u7ed3\u6784\u3001UI \u5230 Demo \u5feb\u901f\u63a8\u8fdb\u3002<br /><br /><br />\u8054\u7cfb\u65b9\u5f0f\uff1a<br /><br />\u5fae\u4fe1\uff1aQ2Fyb2xfMDk2NQ== [ Base64 ] <br />tg\uff1aQENDNDU2bW0= [ Base64 ] <br /><br />\u6682\u4e0d\u63a5\u53d7\u514d\u8d39\u8bd5\u7a3f\uff0c\u53ef\u4ee5\u5148\u901a\u8fc7\u4f5c\u54c1\u96c6\u3001\u9879\u76ee\u6848\u4f8b\u4ee5\u53ca\u6c9f\u901a\u5224\u65ad\u662f\u5426\u5408\u9002\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/tgyum", 
        "name": "tgyum", 
        "avatar": "https://cdn.v2ex.com/gravatar/41a492cad5440b1c201ca7075583926c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1238481", 
      "date_modified": "2026-09-02T01:29:13+00:00", 
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      "date_published": "2026-08-31T11:08:37+00:00", 
      "title": "[\u6c42\u804c\uff5c UI/UX / \u4ea7\u54c1\u8bbe\u8ba1\u5e08\uff5c\u6c42\u4e00\u4e2a\u9760\u8c31\u7684\u957f\u671f\u673a\u4f1a]", 
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        "name": "sampeng", 
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      "id": "https://www.v2ex.com/t/1238364"
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        "url": "https://www.v2ex.com/member/wuruxu", 
        "name": "wuruxu", 
        "avatar": "https://cdn.v2ex.com/avatar/0c1d/51f3/76854_large.png?m=1785818636"
      }, 
      "url": "https://www.v2ex.com/t/1238063", 
      "title": "[\u6c42\u804c] C++\u5f00\u53d1\u5de5\u7a0b\u5e08 - \u8de8\u7aef\u5e94\u7528/chromium \u76f8\u5173", 
      "id": "https://www.v2ex.com/t/1238063", 
      "date_published": "2026-08-29T10:06:26+00:00", 
      "content_html": "\u60f3\u627e C++\u76f8\u5173\u7684\u5f00\u53d1\uff0c\u6bd4\u5982 Chromium, GUI \u5f00\u53d1\u90fd\u6bd4\u8f83\u719f\u6089<br />\u5e74\u9f84 45+,  \u5de5\u4f5c\u5730\u70b9 \u4e0d\u9650<br />\u6700\u8fd1\u4e13\u6ce8\u4e8e AI \u9a71\u52a8\u7684\u8de8\u7aef\u5e94\u7528\u6846\u67b6 libcr <a target=\"_blank\" href=\"https://libcr.github.io/\" rel=\"nofollow noopener\">https://libcr.github.io/</a>"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/kpub54", 
        "name": "kpub54", 
        "avatar": "https://cdn.v2ex.com/avatar/a77a/5ae4/404483_large.png?m=1782110559"
      }, 
      "url": "https://www.v2ex.com/t/1237947", 
      "date_modified": "2026-08-29T02:33:08+00:00", 
      "content_html": "<p>\u770b\u5230\u4e00\u4e2a rust \u5927\u725b\u53d1\u4e86\u4e2a\u6c42\u804c\u8d34\uff0c\u6211\u4e5f\u8ddf\u98ce\u53d1\u4e00\u4e2a\uff0c985 \u7855\u58eb\u3002</p>\n<p>\u6211\u7684 github\uff1a <a href=\"https://github.com/harlanc\" rel=\"nofollow\">https://github.com/harlanc</a></p>\n<p>\u4e00\u76f4\u5728\u4ece\u4e8b\u97f3\u89c6\u9891\u6d41\u5a92\u4f53\u65b9\u9762\u7684\u5de5\u4f5c\uff0c\u4e0a\u4e00\u4efd\u5de5\u4f5c\u5728\u4e00\u5bb6\u4e92\u8054\u7f51\u516c\u53f8\u505a\u76f4\u64ad\u670d\u52a1\u7aef\u76f8\u5173\u9879\u76ee\u3002</p>\n<p>\u6211\u7684\u5f00\u6e90\u9879\u76ee xiu \u6bd4\u8f83\u6295\u5165\u7cbe\u529b\u7684\u575a\u6301\u7ef4\u62a4\u4e86 4 \u5e74\uff0c\u540e\u9762\u65ad\u65ad\u7eed\u7eed\u4e5f\u5728\u5408\u5e76\u5206\u652f\uff0c\u56fd\u5916\u5e94\u8be5\u662f\u6709\u4eba\u5728\u7528\uff0c\u8fd8\u88ab\u6574\u5408\u5230\u4e86 NixOS \u7684\u8f6f\u4ef6\u5305\u96c6\u5408\u4e2d\uff0c\u5e76\u4e14\u6709\u56fd\u5916\u516c\u53f8\u8d44\u52a9\u4e86\u4e00\u4e9b\u8d44\u91d1\uff0c\u4e2a\u4eba\u8d44\u52a9\u53ea\u6536\u5230\u8fc7\u4e00\u4e2a 3 \u7f8e\u91d1\u3002</p>\n<p>\u5982\u679c\u6709\u5408\u9002\u7684\u804c\u4f4d\u8bf7\u4e0e\u6211\u8054\u7cfb\uff0cbase \u5317\u4eac\u6216 remote \uff0c\u5168\u804c\u3001\u517c\u804c\u90fd\u53ef\uff1a <a href=\"mailto:harlanc@foxmail.com\">harlanc@foxmail.com</a></p>\n", 
      "date_published": "2026-08-28T11:49:50+00:00", 
      "title": "[\u5317\u4eac] [\u6c42\u804c] \u97f3\u89c6\u9891/c++\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1237947"
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    {
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        "name": "dianqk", 
        "avatar": "https://cdn.v2ex.com/avatar/d2f3/a3e2/146717_large.png?m=1787914065"
      }, 
      "url": "https://www.v2ex.com/t/1237942", 
      "date_modified": "2026-08-29T02:30:28+00:00", 
      "content_html": "<p>\u6211\u7684 GitHub\uff1a <a href=\"https://github.com/dianqk\" rel=\"nofollow\">https://github.com/dianqk</a> \uff0cLLM \u5df2\u7ecf\u53ef\u4ee5\u603b\u7ed3\u7684\u5dee\u4e0d\u591a\u4e86\uff1a</p>\n<ul>\n<li><a href=\"https://chat.deepseek.com/share/8j1fwuxfycuxccck1x\" rel=\"nofollow\">https://chat.deepseek.com/share/8j1fwuxfycuxccck1x</a></li>\n<li><a href=\"https://chatgpt.com/share/6a916c5c-9eb8-83ee-a74a-0e79f1aa0e19\" rel=\"nofollow\">https://chatgpt.com/share/6a916c5c-9eb8-83ee-a74a-0e79f1aa0e19</a></li>\n<li><a href=\"https://chatgpt.com/share/6a916cf7-3afc-83ee-b4d9-7fdc0b8a7386\" rel=\"nofollow\">https://chatgpt.com/share/6a916cf7-3afc-83ee-b4d9-7fdc0b8a7386</a></li>\n</ul>\n<p>\u6211\u5728 Rust \u548c LLVM \u4e3b\u8981\u505a\u7f16\u8bd1\u4f18\u5316\u76f8\u5173\uff0cRust \u5408\u5e76 <a href=\"https://github.com/rust-lang/rust/pulls?q=is%3Apr+author%3Adianqk+merged%3A2020-01-01..2026-12-31+-label%3Arollup\" rel=\"nofollow\">95 PRs</a>\uff0cLLVM \u63d0\u4ea4 <a href=\"https://github.com/search?q=repo%3Allvm%2Fllvm-project+author%3Adianqk&amp;type=commits\" rel=\"nofollow\">81 Commits</a>. \u5927\u90e8\u5206\u4e0d\u662f\u590d\u6742\u95ee\u9898\uff0c\u6240\u4ee5\u6211\u671f\u671b\u4e00\u4efd\u5de5\u4f5c\u53ef\u4ee5\u8ba9\u6211\u6709\u673a\u4f1a\u4e13\u6ce8\u66f4\u957f\u671f\u548c\u590d\u6742\u7684\u95ee\u9898\u4e0a\u9762\u3002</p>\n<p>\u4e5f\u6709\u4e00\u4e9b\u5176\u4ed6\u5468\u8fb9\u8d21\u732e\uff0c\u6bd4\u5982\uff1a<a href=\"https://github.com/search?q=repo%3Aswiftlang%2Fswift+author%3Adianqk&amp;type=pullrequests\" rel=\"nofollow\">Swift</a>\u3001<a href=\"https://github.com/search?q=repo%3Awasm3%2Fwasm3+author%3Adianqk&amp;type=pullrequests\" rel=\"nofollow\">Wasm3</a>\u3002</p>\n<p>PS. </p>\n<ul>\n<li><a href=\"https://github.com/dianqk/uuplugin\" rel=\"nofollow\">https://github.com/dianqk/uuplugin</a> \u597d\u50cf\u624d\u662f\u4f20\u64ad\u6700\u5e7f\u7684\u4ed3\u5e93\u3002</li>\n<li>\u6211\u5bf9 Web3 \u548c\u91cf\u5316\u4ea4\u6613\u7b49\u7c7b\u4f3c\u9879\u76ee\u6ca1\u6709\u5174\u8da3\u3002</li>\n<li>\u9664\u4e86 GitHub \u4e0a\u53ef\u89c1\u5185\u5bb9\uff0c\u5176\u4ed6\u9886\u57df\u8bf7\u5f53\u4f5c 0 \u7ecf\u9a8c\u3002</li>\n<li>\u90ae\u7bb1\u8bf7\u53d1\uff1a <a href=\"mailto:dianqk@dianqk.net\">dianqk@dianqk.net</a> \u3002</li>\n<li>\u6211\u5bf9\u85aa\u6c34\u6ca1\u4ec0\u4e48\u8981\u6c42\uff0c\u53ea\u60f3\u627e\u5230\u4e00\u4e2a\u80fd\u7ee7\u7eed\u8d21\u732e\u8fd9\u4e24\u4e2a\u9879\u76ee\u9014\u5f84\u3002</li>\n</ul>\n<p>\u611f\u8c22\u3002\ud83d\ude4f</p>\n", 
      "date_published": "2026-08-28T11:13:29+00:00", 
      "title": "[\u5317\u4eac][\u6c42\u804c] Rust/LLVM/Compiler", 
      "id": "https://www.v2ex.com/t/1237942"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/pey69", 
        "name": "pey69", 
        "avatar": "https://cdn.v2ex.com/avatar/3152/9685/679138_large.png?m=1787817124"
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      "url": "https://www.v2ex.com/t/1235385", 
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      "date_published": "2026-08-18T10:06:23+00:00", 
      "content_html": "<p>\u76ee\u524d\u4e2a\u4eba\u5728\u6df1\u5733\uff0c\u8fdc\u7a0b\u6216\u8005\u672c\u5730\u90fd\u53ef\u4ee5\uff0c\u521b\u4e1a\u7684\u8bdd\u4e5f\u53ef\uff0c\u53ef\u4ee5\u5f53\u9762\u9762\u57fa\u804a\u804a</p>\n<h3>\u4e2a\u4eba\u4fe1\u606f\uff1a</h3>\n<p>\u5730\u5740:  <em><strong><a href=\"https://hujianbo.com\" rel=\"nofollow\">https://hujianbo.com</a></strong></em>\n\u90ae\u7bb1: <a href=\"mailto:466636709@qq.com\">466636709@qq.com</a></p>\n<h3>\u6559\u80b2\u7ecf\u5386:</h3>\n<p>\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66 \u8f6f\u4ef6\u5de5\u7a0b \u7855\u58eb 2018-2021</p>\n<p>\u897f\u5317\u5de5\u4e1a\u5927\u5b66 \u81ea\u52a8\u5316 \u5b66\u58eb 2014-2018</p>\n<h3>\u6280\u80fd\u76f8\u5173:</h3>\n<ol>\n<li>\u719f\u7ec3\u4f7f\u7528\u4e1a\u52a1\u4e2d\u7684\u524d\u7aef\u5e38\u89c1\u6280\u672f\u4ee5\u53ca\u5ba2\u6237\u7aef\u6280\u672f\uff0c\u5982 TypeScript \u4ee5\u53ca Flutter.</li>\n<li>\u72ec\u7acb\u80fd\u5b8c\u6210\u4ece 0 \u5230 1 \u7684\u5546\u4e1a\u7ea7 app \u7684\u5f00\u53d1\u53ca\u4e0a\u67b6\uff0c\u62e5\u6709\u4e30\u5bcc\u4ece 0 \u5230 1 \u7684\u7ecf\u9a8c\u3002</li>\n<li>\u719f\u7ec3\u4f7f\u7528\u8bbe\u8ba1\u5de5\u5177\u4ee5\u53ca\u62e5\u6709\u624b\u7ed8\u80fd\u529b\uff0c\u5305\u62ec photoshop \u4ee5\u53ca Figma \uff0c\u5177\u6709\u7f8e\u672f\u529f\u5e95\u3002</li>\n<li>\u64c5\u957f\u4f7f\u7528 ai \u548c agent \u5de5\u4f5c\u6d41\u8fdb\u884c\u63d0\u6548\u3002</li>\n</ol>\n<h3>\u5de5\u4f5c\u7ecf\u5386:</h3>\n<p><strong>\u4e00\u4eba\u516c\u53f8 2026.7~ \u81f3\u4eca</strong></p>\n<p>1 . \u6e05\u7406 app \u4ee5\u53ca\u56fe\u50cf\u7c7b app \uff0c\u76ee\u524d\u5728\u5916\u533a apple store \u548c google play \u5df2\u4e0a\u67b6\u3002\u76ee\u524d\u672a\u4e70\u91cf\u7684\u60c5\u51b5\u4e0b\uff0cMRR \u5df2\u8fbe 1k \u7f8e\u91d1\u3002</p>\n<p><strong>\u533a\u5757\u8df3\u52a8 2025.9 - 2026.7 \uff08\u9879\u76ee\u5931\u8d25\uff09</strong></p>\n<ol>\n<li>\u4ece 0 \u5230 1 \u5b8c\u6210 Pixelhub(ai \u751f\u6210\u50cf\u7d20\u52a8\u753b\u7684 saas)\u7684\u5b8c\u6210\uff0c\u5305\u62ec\u5b8c\u6574\u7684\u524d\u540e\u7aef\u52a0\u4ea7\u54c1\u8bbe\u8ba1\uff0c\u5305\u542b\u5168\u94fe\u8def\u652f\u4ed8\u6d41\u7a0b\u3002 \u9879\u76ee\u5730\u5740\uff1a <a href=\"https://pixelhub.art/\" rel=\"nofollow\">https://pixelhub.art/</a></li>\n<li>\u8d1f\u8d23 DeepTranslate(\u8c37\u6b4c\u7ffb\u8bd1\u63d2\u4ef6\uff09\u7684\u5168\u90e8\u524d\u540e\u7aef\u5f00\u53d1\u3002\u9879\u76ee\u5730\u5740\uff1a <a href=\"https://deeptranslate.ai/\" rel=\"nofollow\">https://deeptranslate.ai/</a></li>\n<li>cold read \u6f14\u5458\u5bf9\u767d app \uff0capple store \u6d77\u5916\u4e0a\u67b6\uff0c\u6280\u672f\u6808 Flutter,\u72ec\u7acb\u5b8c\u6210\u5168\u90e8\u6d41\u7a0b</li>\n<li>\u8d85\u4f11\u6e38\u620f TurrestBlast \uff0c\u6a21\u4eff\u8d85\u70ed\u95e8\u7684 PixelFlow \u54c1\u7c7b\uff0c\u7f8e\u672f\u548c unity \u4ee3\u7801\u5747\u72ec\u7acb\u5b8c\u6210\u3002</li>\n</ol>\n<p><strong>\u963f\u57fa\u7c73\u5fb7\u732b 2025.2 - 2025.7(\u9879\u76ee\u5931\u8d25\uff09</strong></p>\n<ol>\n<li>\n<p>\u524d\u7aef\u8d1f\u8d23\u4eba\uff0c\u4ece 0 \u5230 1 \u8d1f\u8d23 ai \u91cf\u5316\u6295\u8d44\u5e73\u53f0 stocki \u524d\u7aef\u7684\u642d\u5efa\uff0c\u6d4b\u8bd5\u7ebf\u4e0a\u73af\u5883\u642d\u5efa\uff0c\u6d41\u6c34\u7ebf\u90e8\u7f72\u4e0a\u7ebf\uff0c\u4ee5\u53ca\u6838\u5fc3\u804a\u5929\u53d1\u5e16\u529f\u80fd\u7b49\u7b49\u3002</p>\n<p>\u9879\u76ee\u4ecb\u7ecd:\u4e3b\u8981\u529f\u80fd\u4e3a\u5411\u7528\u6237\u63d0\u4f9b\u5404\u79cd\u80a1\u7968 AI agent \uff0c\u4ee5\u53ca\u5229\u7528 ai \u5bf9\u7f8e\u80a1 a \u80a1\u5e02\u573a\u6570\u636e\u8fdb\u884c\u57fa\u672c\u9762\u5206\u6790\u3001\u60c5\u7eea\u5206\u6790\u548c chatbot \u804a\u5929\u95ee\u7b54\uff0c\u5e76\u4e3a\u7528\u6237\u63d0\u4f9b ai \u91cf\u5316\u56de\u6d4b\u529f\u80fd(\u4ea4\u4e92\u53c2\u8003\u8c46\u5305\uff09\u3002</p>\n<p>\u9879\u76ee\u5730\u5740\uff1a<em><strong><a href=\"https://stocki.ai\" rel=\"nofollow\">https://stocki.ai</a></strong></em> </p>\n</li>\n</ol>\n<p><strong><em>Xtransfer</em>  |  \u524d\u7aef\u5f00\u53d1  |  2023.10-2024.8 \uff08\u4ece 0 \u5230 1 \u5de5\u4f5c\u7ed3\u675f\uff0c\u65b0\u4e1a\u52a1\u6218\u7565\u65b9\u5411\u5931\u8d25\uff0c\u4e1a\u52a1\u7ebf\u6536\u7f29\uff0c\u88ab\u52a8\u79bb\u804c\uff09</strong></p>\n<ol>\n<li>\u53c2\u4e0e xtransfer \u56fd\u9645\u5316\u4e2a\u4eba\u8ba4\u8bc1\u4e1a\u52a1\u4ece 0 \u5230 1 \u5f00\u53d1\u4ee5\u53ca\u72ec\u7acb\u8d1f\u8d23\u540e\u7eed\u7ef4\u62a4\uff0c\u5305\u62ec pc \u7248\u672c\u548c react native \u7248\u672c\u3002</li>\n</ol>\n<p><strong>TEMU | \u5168\u6808\u5f00\u53d1 \uff5c 2023.4 - 2023.7 \uff08\u5de5\u4f5c\u5185\u5bb9\u957f\u671f\u67af\u71e5\u65e0\u8da3\uff0c\u6ca1\u6709\u6210\u957f\u6027\uff0c\u81ea\u613f\u79bb\u804c\uff09</strong></p>\n<ol>\n<li>\u5185\u90e8\u7ffb\u8bd1\u5e73\u53f0\u4ece 0 \u5230 1 \u7684\u5f00\u53d1\uff0c\u4ee5\u53ca\u5de5\u5177 sdk \u7684\u5f00\u53d1\u3002\u5bf9\u63a5\u5168 pdd \u5f00\u53d1\u56e2\u961f\u8f6c\u578b\u56fd\u9645\u5316</li>\n</ol>\n<p><strong>Shopee | \u9ad8\u7ea7\u524d\u7aef\u5f00\u53d1 | 2022.6-2023.3 (\u516c\u53f8\u4e1a\u7ee9\u4e0b\u6ed1\uff0c\u5458\u5de5\u4e3b\u52a8\u63d0\u7533\u8bf7\u8865\u507f\u5e74\u7ec8\u79bb\u804c\uff09</strong></p>\n<ol>\n<li>\u8d1f\u8d23\u53c2\u4e0e\u8fd0\u8425\u8425\u9500\u4e2d\u53f0\u7684\u524d\u7aef\u5f00\u53d1\u53ca\u65e5\u5e38\u8fed\u4ee3\u3002</li>\n<li>\u8d1f\u8d23\u5546\u5bb6\u5546\u54c1\u63d0\u62a5\u7cfb\u7edf\u7684\u524d\u7aef\u5f00\u53d1\u53ca\u65e5\u5e38\u8fed\u4ee3\u3002</li>\n<li>\u4f7f\u7528 webpack5 \u91cd\u65b0\u4f18\u5316\u4e2d\u540e\u53f0\u524d\u7aef\u7684\u6784\u5efa\u6548\u7387\uff0c\u4ee5\u53ca\u6253\u5305\u4f53\u79ef\u76f8\u5173\u7684\u4f18\u5316\u3002</li>\n</ol>\n<p><strong>Bilibili | \u524d\u7aef\u5f00\u53d1\uff08\u5b9e\u4e60+ \u6b63\u5f0f\uff09 |  2020.10 - 2022.6 (\u516c\u53f8\u4e1a\u52a1\u8c03\u6574\u88c1\u5458\u79bb\u804c\uff09</strong></p>\n<ol>\n<li>\u72ec\u7acb\u5b8c\u6210 bilibili \u65e5\u5e38\u4f17\u591a\u8fd0\u8425\u9700\u6c42\u7684\u81ea\u7814\u6d3b\u52a8\u5f00\u53d1\uff0c\u5305\u62ec h5 \u548c pc \u3002 </li>\n<li>\u72ec\u7acb\u5b8c\u6210 bilibili \u90e8\u5206\u5927\u578b\u6d3b\u52a8\u7684\u5f00\u53d1\uff08 bml \u9996\u9875\u548c bilibili world \u7684 pc \u5b98\u7f51)</li>\n</ol>\n<p><a href=\"https://bw.bilibili.com/2021/index.html#/Home\" rel=\"nofollow\">https://bw.bilibili.com/2021/index.html#/Home</a></p>\n<p><a href=\"https://bml.bilibili.com/bml\" rel=\"nofollow\">https://bml.bilibili.com/bml</a></p>\n<ol>\n<li>\u8d1f\u8d23\u82f1\u96c4\u8054\u76df s11 \u4e00\u7cfb\u5217 pc \u548c h5 \u6d3b\u52a8\u4e2d\uff0c\u62bd\u5956\u7ec4\u4ef6\u548c\u4efb\u52a1\u7ec4\u4ef6\u7684\u5f00\u53d1\uff0c\u652f\u6301\u8fd0\u8425\u5b9a\u5236\u5316\u7684\u52a8\u6548\u9700\u6c42\u3002</li>\n<li>\u8d1f\u8d23\u7ef4\u62a4\u5927\u90e8\u95e8\u5185\u90e8\u7684\u6280\u672f\u6708\u520a\u5e73\u53f0\u7684\u8fed\u4ee3(\u73b0\u5df2\u505c\uff0c\u53ea\u5f00\u4e86\u4e09\u671f\uff09\u3002\u5305\u62ec\u524d\u7aef\u548c\u540e\u7aef(nestjs +typescript+ mysql)</li>\n<li>\u5f00\u53d1\u8fd0\u8425\u9700\u6c42\u6240\u9700\u8981\u7684\u6d3b\u52a8\u7ec4\u4ef6 \u6bd4\u5982\u5e27\u52a8\u753b\u7ec4\u4ef6\uff0c\u6295\u7968\u7ec4\u4ef6\u4ee5\u53ca\u7ef4\u62a4\u5df2\u6709\u7684\u7ec4\u4ef6\uff0c\u5982\u62bd\u5956\uff0c\u5bfc\u822a\u7b49\u7b49\u3002</li>\n<li>\u7ef4\u62a4\u8fd0\u8425\u540e\u53f0\u7ba1\u7406\u5e73\u53f0\u548c\u90e8\u5206\u9875\u9762\u7684\u91cd\u6784\uff0c\u4ee5\u53ca\u65e5\u5e38\u5bf9\u8fd0\u8425\u4eec\u63d0\u4f9b\u5bf9\u5e38\u89c1\u7684\u4f4e\u4ee3\u7801\u7ec4\u4ef6\u7684\u4f7f\u7528\u54a8\u8be2\u3002</li>\n</ol>\n<p><strong>\u817e\u8baf| \u524d\u7aef\u5f00\u53d1\uff08\u5b9e\u4e60\uff09 |  2019.10 - 2020.6</strong> </p>\n<ol>\n<li>\u817e\u8baf\u6e38\u620f\u8fd0\u8425\u5e73\u53f0\u5f00\u53d1\uff0c\u4ee5\u53ca\u6e38\u620f\u8bf4 ugc \u5185\u5bb9\u5e73\u53f0\u5f00\u53d1\u3002</li>\n</ol>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Perolong", 
        "name": "Perolong", 
        "avatar": "https://cdn.v2ex.com/avatar/980f/3100/413451_large.png?m=1787045758"
      }, 
      "url": "https://www.v2ex.com/t/1235379", 
      "title": "[\u6c42\u804c][\u79fb\u52a8\u7aef] \u6c42\u4e00\u4efd Flutter \u5f00\u53d1\u7684\u5de5\u4f5c", 
      "id": "https://www.v2ex.com/t/1235379", 
      "date_published": "2026-08-18T09:39:16+00:00", 
      "content_html": "<p>\u4e0a\u4e2a\u6708\u8001\u677f\u56e0\u4e3a\u516c\u53f8\u505a\u7684 IM \u4e1a\u52a1\u5f3a\u4e0a OpenClaw \u4e91\u7535\u8111\u8ba2\u9605\u670d\u52a1,\u627e\u4e0d\u5230\u7528\u6237,\u4e5f\u96be\u53d8\u73b0,\u8d44\u91d1\u4e0d\u591f\u89e3\u6563\u4e86\u7814\u53d1\u56e2\u961f</p>\n<p>\u73b0\u5728\u5728\u798f\u5efa\u8001\u5bb6\uff0c\u5de5\u4f5c\u57ce\u5e02\u5176\u5b9e\u90fd\u53ef\u4ee5\uff0c\u786e\u5b9a\u4e86\u5c31\u80fd\u8fc7\u53bb</p>\n<p>2020 \u5e74\u6bd5\u4e1a\u5e72\u5230\u73b0\u5728,\u4ece\u4e8b\u7684\u90fd\u662f\u79fb\u52a8\u7aef\u5e94\u7528\u76f8\u5173\u7684\u5de5\u4f5c\uff0c\u5bf9 flutter \u5f00\u53d1\u548c\u7248\u672c\u53d8\u52a8\uff0candroid \u539f\u751f\u5f00\u53d1\u6bd4\u8f83\u719f\u6089\uff0cios swiftui \u662f\u4ece\u63a8\u51fa ios16 \u5f00\u59cb\u7528\u7684,\u81ea\u5df1\u6709\u4e0a\u67b6\u7ef4\u62a4 App,Google Play \u653f\u7b56\u548c ios app store \u62d2\u5ba1\u4e5f\u6709\u4e9b\u7ecf\u9a8c</p>\n<p><a href=\"http://github.com/Notsfsssf\" rel=\"nofollow\">github.com/Notsfsssf</a></p>\n<p>email(base64):YXNkcGxrM0BsaXZlLmNvbSAg</p>\n<p>WX:OTEyNzU2Njc0IA==</p>\n<p>\u7b80\u5386:<a href=\"https://notsfsssf.github.io/neo-front-end/\" rel=\"nofollow\">https://notsfsssf.github.io/neo-front-end/</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Ahoukuse", 
        "name": "Ahoukuse", 
        "avatar": "https://cdn.v2ex.com/avatar/29cc/5a05/336756_large.png?m=1532763890"
      }, 
      "url": "https://www.v2ex.com/t/1235312", 
      "title": "[\u6c42\u804c] \u4e0a\u6d77 / AI \u5e94\u7528\u5f00\u53d1 \u00b7 LLM Agent \u65b9\u5411 / 3 \u5e74\u540e\u7aef\u5168\u6808 / \u79bb\u804c\u968f\u65f6\u5230\u5c97 / 00 \u540e", 
      "id": "https://www.v2ex.com/t/1235312", 
      "date_published": "2026-08-18T07:15:36+00:00", 
      "content_html": "<p>\u5750\u6807\u4e0a\u6d77\uff0c\u627e AI \u5e94\u7528\u5f00\u53d1\u3001\u5927\u6a21\u578b\u5e94\u7528\u3001Agent \u5f00\u53d1\u65b9\u5411\u7684\u5168\u804c\u5c97\u4f4d\u3002\u76ee\u524d\u79bb\u804c\uff0c\u968f\u65f6\u5230\u5c97\u3002</p>\n<p><strong>\u80cc\u666f</strong></p>\n<p>00 \u540e\uff0c3 \u5e74\u591a\u540e\u7aef\u4e0e\u5168\u6808\u7ecf\u9a8c\uff0cJava \u8d77\u6b65\u540e\u8f6c Python \uff0c\u8fd1 1.5 \u5e74\u5728\u4e00\u5bb6\u91d1\u878d\u516c\u53f8\u4e13\u804c\u505a LLM Agent \u5e94\u7528\u30022023 \u5c4a\u672c\u79d1\u6bd5\u4e1a\u3002</p>\n<p><strong>\u505a\u8fc7\u7684\u4e8b</strong></p>\n<ul>\n<li>\u91d1\u878d\u6570\u636e\u5206\u6790 Agent \uff0c\u72ec\u7acb\u4e3b\u5bfc\u3002\u4ece\u96f6\u5b9e\u73b0\u7684 ReAct \u8c03\u5ea6\u5faa\u73af\uff0c\u505a\u5de5\u5177\u89c4\u5212\u3001\u8c03\u7528\u4e0e\u7ed3\u679c\u56de\u586b\uff0c\u4f18\u5316 Prompt \uff1b\u9488\u5bf9\u7ea6 3500 \u4e2a\u91d1\u878d\u6307\u6807\u505a\u4e24\u9636\u6bb5\u68c0\u7d22\uff0c\u5148\u53ec\u56de\u6307\u6807\u540d\u518d\u6309 ID \u62c9\u65f6\u5e8f\u3002</li>\n<li>LLM \u91cf\u5316\u56e0\u5b50\u81ea\u52a8\u6316\u6398\u3002\u751f\u6210\u3001\u56de\u6d4b\u3001\u8bc4\u4f30\u4e09\u6bb5\u95ed\u73af\uff0c\u7528\u53d7\u63a7 DSL \u628a\u56e0\u5b50\u8868\u8fbe\u5f0f\u7ea6\u675f\u5728\u53ef\u89e3\u6790\u53ef\u56de\u6d4b\u7684\u8303\u56f4\u5185\uff0c\u7d2f\u8ba1\u7b5b\u51fa\u6570\u5341\u4e2a\u6709\u6548\u56e0\u5b50\u3002</li>\n<li>\u4e2a\u4eba\u9879\u76ee\uff0c\u5927\u6a21\u578b\u7b56\u7565\u6e38\u620f\u7ade\u6280\u573a\uff0c\u4e00\u5957\u81ea\u5df1\u7684\u6a21\u578b\u8bc4\u6d4b\u4f53\u7cfb\u3002\u6a21\u578b\u5728\u7b56\u7565\u6e38\u620f\u91cc\u5bf9\u6218\u6253 Elo \u699c\uff0c\u5185\u7f6e\u81ea\u52a8\u88c1\u5224\u4ee5\u7b97\u6cd5\u6700\u4f18\u89e3\u4e3a\u57fa\u51c6\u9010\u6b65\u5224\u5b9a\u8d70\u5b50\u8d28\u91cf\uff0c\u5bf9\u5c40\u5168\u7a0b JSONL \u65e5\u5fd7\u8bb0\u5f55\uff0cSSE \u5b9e\u51b5\u89c2\u6218\u4e0e\u56de\u653e\u5171\u7528\u4e00\u6761\u4e8b\u4ef6\u6d41\u3002</li>\n<li>\u4e2a\u4eba\u9879\u76ee\uff0cRust \u4ece\u96f6\u5b9e\u73b0\u7684 JVM \u3002Class \u6587\u4ef6\u89e3\u6790\u3001\u7c7b\u52a0\u8f7d\u5668\u3001\u8fd0\u884c\u65f6\u6570\u636e\u533a\u4e0e\u4e3b\u8981\u5b57\u8282\u7801\u6307\u4ee4\uff0c\u5e26\u5355\u6b65\u8c03\u8bd5\u6a21\u5f0f\u3002<a href=\"http://gitee.com/ahoukuse/rust-jvm\" rel=\"nofollow\">gitee.com/ahoukuse/rust-jvm</a></li>\n<li>\u6700\u8fd1\u5728\u7814\u7a76 LLM \u52a8\u6001\u751f\u6210 UI \uff0c\u4e5f\u5c31\u662f Generative UI \u65b9\u5411\uff0c\u8ba9\u754c\u9762\u6309\u5bf9\u8bdd\u5185\u5bb9\u5b9e\u65f6\u751f\u6210\u3002</li>\n</ul>\n<p><strong>\u6280\u672f\u6808</strong></p>\n<p>Python / Java \u3001Spring Boot \u3001Vue 3 / TypeScript \uff1b</p>\n<p>LLM \u65b9\u5411\uff1aReAct \u3001Prompt Engineering \u3001LangChain \u3001RAG \u3001Pi-Agent-SDK \u3002</p>\n<p><strong>\u671f\u671b</strong></p>\n<p>10-14K \uff0cAI \u5e94\u7528 / Agent \u65b9\u5411</p>\n<p>\u8054\u7cfb\uff1a\u7ad9\u5185\u4fe1\uff0c\u6216\u90ae\u7bb1 ZmVuZ2d1b3l1c3NAMTYzLmNvbQ==\u3002</p>\n"
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      "title": "AI \u5e94\u7528\u5f00\u53d1\uff0c\u6709\u5185\u63a8\u7684\u676d\u5dde\u5c97\u4f4d\u5417", 
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      "date_published": "2026-08-17T11:39:00+00:00", 
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      "url": "https://www.v2ex.com/t/1234806", 
      "title": "45+\u7684\u8001\u767b\u7a0b\u5e8f\u5458 \u627e\u8de8\u7aef\u7684 C++\u5f00\u53d1\u5c97\u4f4d", 
      "id": "https://www.v2ex.com/t/1234806", 
      "date_published": "2026-08-16T14:37:28+00:00", 
      "content_html": "\u672c\u4eba\u559c\u6b22\u5199\u4ee3\u7801\uff0c\u4e5f\u613f\u610f\u52a0\u73ed\uff0c\u601d\u7ef4\u6d3b\u8dc3\uff0c\u7d27\u8ddf AI \u53d1\u5c55      <br />\u60f3\u627e\u8de8\u5e73\u53f0\u76f8\u5173\u7684\u5f00\u53d1\uff0c\u6bd4\u5982 Chromium, C++, GUI \u5f00\u53d1\u90fd\u6bd4\u8f83\u719f\u6089         <br />\u5de5\u4f5c\u5730\u70b9\u6211\u90fd\u53ef\u4ee5\u7684      <br />\u80fd\u529b\u65b9\u9762 \u53ef\u4ee5\u770b\u770b \u6700\u8fd1\u4f7f\u7528 AI \u5f00\u53d1\u7684\u8de8\u5e73\u53f0\u9879\u76ee <a target=\"_blank\" href=\"https://libcr.github.io/\" rel=\"nofollow noopener\">https://libcr.github.io/</a>"
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        "name": "zyzj", 
        "avatar": "https://cdn.v2ex.com/gravatar/67ef98c101d3ddf238f8317b1d1f3cc1?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1234326", 
      "date_modified": "2026-08-14T04:01:19+00:00", 
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      "date_published": "2026-08-14T03:56:52+00:00", 
      "title": "[\u6c42\u804c] - \u5168\u6808\u5de5\u7a0b\u5e08(\u504f\u524d\u7aef) - 4 \u5e74", 
      "id": "https://www.v2ex.com/t/1234326"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/FLAMINGOS", 
        "name": "FLAMINGOS", 
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      }, 
      "url": "https://www.v2ex.com/t/1233900", 
      "date_modified": "2026-08-12T09:25:33+00:00", 
      "content_html": "<blockquote>\n<p>\u4e3b\u8981\u641e\u540e\u7aef JAVA \u8fd9\u5757\uff08\u7814\u7a76\u8fc7\u6e90\u7801\uff0c\u4e00\u822c\u7814\u7a76\uff0c\u592a\u5e95\u5c42\u7684\u4e5f\u6ca1\u6df1\u5165\u7814\u7a76\uff09\uff0c\u6709\u56e2\u961f\u7ba1\u7406\u7ecf\u9a8c\uff08\u641e\u8fc7\u7ee9\u6548\u3001\u4eba\u5458\u57f9\u517b\u4e4b\u7c7b\u7684\uff09 8-9 \u5e74\u7ecf\u9a8c\uff0c\u5728\u804c\uff0c96 \u5e74\u751f\u4eba\uff0c\u51fd\u6388\u672c\u79d1\uff0cboss \u4e0a\u6295\u4e86\u4e00\u5927\u5708\u4e86\uff0c\u9762\u8bd5\u90fd\u6ca1\u51e0\u4e2a\u3002 \u6709\u6ca1\u6709\u5927\u4f6c\u5185\u63a8\u4e00\u4e0b\uff0c\u6211\u81ea\u8ba4\u4e3a\u7efc\u5408\u80fd\u529b\u8fd8\u884c\u5440\uff01 \u4f01\u9e45 Q\uff1aMTgwNDkwOTIwMg==</p>\n</blockquote>\n<p>\u4ee5\u4e0b\u662f\u4e2a\u4eba\u7ecf\u9a8c</p>\n<p>\u2022 \u6280\u672f\u67b6\u6784\u4e0e\u4e2d\u53f0\u5efa\u8bbe</p>\n<p>\u5177\u5907 8 \u5e74 IT \u9886\u57df\u7814\u53d1\u4e0e\u67b6\u6784\u7ecf\u9a8c\uff0c\u4e3b\u5bfc 10+\u4f01\u4e1a\u7ea7\u7cfb\u7edf\u4ece 0 \u5230 1 \u7684\u8bbe\u8ba1\u4e0e\u843d\u5730\uff1b\u642d\u5efa\u96c6\u56e2\u7edf\u4e00\u6280\u672f\u4e2d\u53f0 \u548c\u7edf\u4e00\u6280\u672f\u5e95\u5ea7\uff0c\u5c01\u88c5 300+\u901a\u7528 API \uff08\u5e74\u8c03\u7528\u91cf\u7a81\u7834 4000 \u4e07\u6b21\uff09\uff0c\u9ad8\u6548\u652f\u6491 30+\u4e1a\u52a1\u7cfb\u7edf\u987a\u7545\u8fd0\u884c\u3002</p>\n<p>\u2022 \u56e2\u961f\u7ba1\u7406\u4e0e\u7814\u53d1\u6cbb\u7406</p>\n<p>\u6301\u6709 PMP \u8ba4\u8bc1\uff0c\u5177\u5907 10 \u4eba\u5168\u6808\u56e2\u961f\u53ca\u96c6\u56e2\u8de8\u7ec4\u7ba1\u7406\u7ecf\u9a8c\uff1b\u8d77\u8349\u5e76\u63a8\u884c\u8986\u76d6\u7814\u53d1\u5168\u751f\u547d\u5468\u671f\u7684 17 \u4efd\u6280\u672f\u89c4\u8303\u4e0e\u7ba1\u7406\u5236\u5ea6\uff08\u7ecf 8 \u4e2a\u90e8\u95e8\u4f1a\u7b7e\u6267\u884c\uff09\uff0c\u5efa\u7acb\u4e09\u7ef4\u91cf\u5316\u8003\u6838\u4e0e\u8d28\u91cf\u95e8\u7981\uff0c\u517c\u5177\u62db\u6295\u6807\u6280\u672f\u8bc4\u4f30\u3001SOW \u7f16\u5236\u4e0e\u4ea4\u4ed8\u9a8c\u6536\u7684\u95ed\u73af\u7ba1\u7406\u80fd\u529b\u3002</p>\n<p>\u2022 DevOps \u4e0e\u5de5\u7a0b\u6548\u80fd</p>\n<p>\u6df1\u5165\u8df5\u884c DevOps \u7814\u53d1\u6cbb\u7406\uff0c\u7ba1\u7406 100+\u5bb9\u5668\u5b9e\u4f8b\u53ca 50+ \u53f0\u670d\u52a1\u5668\uff1b\u81ea\u4e3b\u642d\u5efa\u57fa\u4e8e Jenkins+Docker \u7684 CI/CD \u81ea\u52a8\u5316\u90e8\u7f72\u5e73\u53f0\u4e0e\u79c1\u6709\u5316\u57fa\u7840\u8bbe\u65bd\uff0c\u5b9e\u73b0\u670d\u52a1\u53d1\u7248\u63d0\u901f\u81f3\u5206\u949f\u7ea7\uff0c\u7ebf\u4e0a\u6545\u969c\u7387\u663e\u8457\u964d\u4f4e 80%\uff0c\u5e76\u4e3b\u5bfc\u6838\u5fc3\u4e1a\u52a1\u7cfb\u7edf\u5e73\u6ed1\u65e0\u611f\u4e0b\u4e91\u3002</p>\n<p>\u2022 AI \u5de5\u7a0b\u5316\u4e0e\u521b\u65b0\u63a2\u7d22</p>\n<p>\u63a8\u52a8\u751f\u6210\u5f0f AI \u4e0e\u5de5\u7a0b\u843d\u5730\u6df1\u5ea6\u878d\u5408\uff0c\u6784\u5efa\u8986\u76d6 5500+ \u77e5\u8bc6\u70b9\u7684\u4f01\u4e1a\u7ea7 AI \u77e5\u8bc6\u5e93\uff1b\u63a2\u7d22 AI \u8f85\u52a9\u8bbe\u8ba1\u4e0e\u5f00\u53d1 \uff08 Vibe Design / Vibe Coding \uff09\uff0cAgent \u3001skill \u3001MCP \u3001\u5de5\u4f5c\u6d41\u7f16\u6392\u6709\u4e86\u89e3\u8fc7\u3002\u5f00\u53d1\u8fc7\u4e00\u4e9b\u5de5\u5177\uff0c\u5728\u7279\u5b9a\u590d\u6742\u6545\u969c\u6392\u67e5\u573a\u666f\u4e0b\u5c06\u8bca\u65ad\u8017\u65f6\u964d\u81f3 3 \u5206\u949f\uff0c\u5728\u81ea\u52a8\u5316\u4ee3\u7801\u5ba1\u67e5\u573a\u666f\u4e0b\u5e74\u8282\u7701 96 \u4eba\u65e5\u3002</p>\n", 
      "date_published": "2026-08-12T09:21:43+00:00", 
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      "date_modified": "2026-08-06T09:36:55+00:00", 
      "content_html": "<ul>\n<li>\u6700\u8fd1\u770b\u65b0\u673a\u4f1a\uff0c\u6545\u6574\u7406\u4e00\u4efd\u6c42\u804c\u8d34\uff0c\u5bfb\u627e\u6c14\u573a\u76f8\u5408\u7684\u56e2\u961f\uff0c\u6709\u9700\u6c42\u7684\u5927\u4f6c\u6b22\u8fce\u8054\u7cfb\u3002</li>\n<li>\u4e0b\u9762\u4e3b\u8981\u6309\u7167\u6211\u7684\u6280\u672f\u6f14\u8fdb\u53ca\u65f6\u95f4\u7ebf\uff0c\u804a\u804a\u6211\u8fd9\u4e9b\u5e74\u6298\u817e\u8fc7\u7684\u4e00\u4e9b\u5e95\u5c42\u6280\u672f\u548c\u586b\u8fc7\u7684\u5751\u3002</li>\n</ul>\n<h1>0x00 \u9a71\u52a8\u529b\uff1a\u597d\u5947\u5fc3 &amp;&amp; \u5174\u8da3</h1>\n<p>\u548c\u5927\u90e8\u5206 C/C++/Qt \u5f00\u53d1\u8005\u4e00\u6837\uff0c\u6211\u65e9\u671f\u4e5f\u7740\u91cd\u4e8e\u5e38\u89c4\u7684\u4e1a\u52a1\u5f00\u53d1\u3002\u4f46\u6211\u5c5e\u4e8e\u90a3\u79cd\u53ea\u8981\u65f6\u95f4\u5145\u88d5\u2018\u5c31\u60f3\u770b\u770b\u5e95\u5c42\u539f\u7406\u2019\u7684\u6027\u683c\uff0c\u6bd4\u8d77\u5806\u53e0\u4e1a\u52a1\u4ee3\u7801\uff0c\u6211\u66f4\u559c\u6b22\u53bb\u5411\u4e0b\u62c6\u89e3\u7cfb\u7edf\u673a\u5236\uff0c\u8fd9\u4e5f\u4fc3\u4f7f\u6211\u4e00\u6b65\u6b65\u8d70\u5411\u4e86\u7cfb\u7edf\u5e95\u5c42\u548c\u5b89\u5168\u7684\u6df1\u6c34\u533a\u3002</p>\n<h1>0x01 \u4ea4\u53c9\u7f16\u8bd1\uff1a\u4ece\u201c\u9020\u8f6e\u5b50\u201d\u5230\u201c\u9b54\u6539 ELF\u201d</h1>\n<ul>\n<li>\n\u4ece ARM \u5230\u624b\u6413 MIPS64el \u5de5\u5177\u94fe\uff1a <ul>\n<li>\n\u6700\u521d\u63a5\u89e6\u4ea4\u53c9\u7f16\u8bd1\u662f\u4ece\u6298\u817e ARM \u5f00\u53d1\u677f\u5f00\u59cb\u3002<ul>\n<li><a href=\"https://github.com/KongQBin/UKMigration\" rel=\"nofollow\">GitHub\uff1a\u5d4c\u5165\u5f0f\u5b66\u4e60\u8bb0\u5f55</a>\uff08\u8be5\u4ed3\u5e93\u5efa\u7acb\u4e8e 23 \u5e74\u5e95\u5b66\u4e60 uboot \u65f6\uff0c\u5b66\u4e60\u88f8\u673a\u7a0b\u5e8f\u5219\u662f\u5728 21 \u5e74\u521d\uff09</li>\n</ul>\n</li>\n<li>\u540e\u6765\u5728\u5de5\u4f5c\u4e2d\u4e3a\u4e86\u7b80\u5316\u5de5\u4f5c\u6d41\uff0c\u5728\u4e0d\u77e5\u9053\u793e\u533a\u6709\u73b0\u6210\u8f6e\u5b50\u7684\u60c5\u51b5\u4e0b\uff0c\u901a\u8fc7\u6e90\u7801\u6478\u7d22\u7f16\u8bd1\u51fa\u4e86 mips64el \u4ea4\u53c9\u5de5\u5177\u94fe\u3002\u867d\u7136\u8fd9\u5957\u8f6e\u5b50\u6700\u540e\u6ca1\u6295\u5165\u751f\u4ea7\uff0c\u4f46\u8ba9\u6211\u4e86\u89e3\u5230\u4e86\u5e95\u5c42\u786c\u4ef6\u7f16\u8bd1\u53c2\u6570\uff0c\u5e76\u5728 24 \u5e74\u501f\u6b64\u5e2e\u540c\u4e8b\u7cbe\u51c6\u5b9a\u4f4d\u4e86\u4e00\u4e2a\u7531\u4e8e\u786c\u4ef6\u4e0d\u652f\u6301\u786c\u6d6e\u70b9\u5f15\u53d1\u7684\u6df1\u5c42\u5d29\u6e83\u3002</li>\n</ul>\n</li>\n<li>\nQt \u5de5\u5177\u94fe\uff1a<ul>\n<li>\u4e3a\u4e86\u5b9e\u73b0\u5e95\u5c42\u670d\u52a1\u4e0e UI \u754c\u9762\u5728\u540c\u4e00\u5957\u6d41\u6c34\u7ebf\u4e0b\u7684\u5355\u6761\u547d\u4ee4\u7f16\u8bd1\uff0c\u6df1\u6252\u7f51\u4e0a\u8d44\u6599\uff0c\u6700\u540e\u4ece Stack Overflow \u627e\u5230\u4e86\u4e00\u7bc7\u5173\u4e8e Qt4 \u4ea4\u53c9\u7f16\u8bd1\u7684\u53e4\u65e9\u7ebf\u7d22\uff0c\u968f\u540e\u901a\u8fc7\u4e0d\u65ad\u6478\u7d22\uff0c\u8bd5\u9519\uff0c\u53d6\u5de7\uff0c\u624b\u6413\u51fa\u4e86 Qt5 \u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\uff0c\u6253\u901a\u4e86\u524d\u540e\u7aef\u540c\u6784\u7f16\u8bd1\u7684\u95ed\u73af\u3002</li>\n</ul>\n</li>\n<li>\n\u56fd\u4ea7\u67b6\u6784\u6eaf\u6e90\u4e0e\u4e09\u65b9\u5e93\u517c\u5bb9\uff1a <ul>\n<li>\u65e9\u671f\u6df1\u5165\u7814\u7a76\u4e86\u56fd\u4ea7\u5316\u67b6\u6784\u7684\u53d1\u5c55\u6f14\u8fdb\u53f2\u3002\u540e\u671f\u5728\u9047\u5230\u90e8\u5206\u5f00\u6e90\u4e09\u65b9\u5e93\u4e0d\u652f\u6301\u56fd\u4ea7\u82af\u7247\u67b6\u6784\u4ea4\u53c9\u7f16\u8bd1\u65f6\uff0c\u5229\u7528\u201c\u67b6\u6784\u6eaf\u6e90\u201d\u7684\u601d\u8def\u2014\u2014\u5c06\u76ee\u6807\u67b6\u6784\u5f3a\u5236\u6307\u5b9a\u4e3a\u5176\u524d\u8eab\uff0c\u6210\u529f\u7ed5\u8fc7\u4e86\u68d8\u624b\u7684\u7f16\u8bd1\u9650\u5236\u3002</li>\n</ul>\n</li>\n<li>\n\u9b54\u6539 ELF \u7ed5\u8fc7 GLIBC \u4f9d\u8d56\uff1a <ul>\n<li>\n\u5728\u5c06\u51fa\u5305\u5e73\u53f0\u89c4\u6a21\u5316\u90e8\u7f72\u5230\u4e00\u53f0 CentOS 6 \u8001\u673a\u5668\u65f6\uff0c\u4e3a\u4e86\u8ba9\u57fa\u4e8e\u9ad8\u7248\u672c GLIBC \u6784\u5efa\u7684\u5de5\u5177\u94fe\u80fd\u5728\u4f4e\u7248\u672c\u7cfb\u7edf\u4e0a\u8fd0\u884c\uff0c\u6211\u6ca1\u6709\u4f7f\u7528\u59a5\u534f\u6027\u7684\u73af\u5883\u53d8\u91cf\u6216 rpath \uff0c\u800c\u662f\u76f4\u63a5\u901a\u8fc7\u4fee\u6539\u5df2\u7f16\u8bd1\u597d\u7684 ELF \u6587\u4ef6\u5b9e\u73b0\u4e86\u5411\u4e0b\u517c\u5bb9\u3002\u8fd9\u8ba9\u6211\u5bf9 ELF \u6587\u4ef6\u7ed3\u6784\u548c GLIBC \u7248\u672c\u6821\u9a8c\u903b\u8f91\u5f62\u6210\u4e86\u6df1\u523b\u7684\u808c\u8089\u8bb0\u5fc6\uff0c\u4e5f\u4e3a\u540e\u671f\u5f00\u53d1\u5185\u6838\u6a21\u5757\u9002\u914d\u5de5\u5177\u57cb\u4e0b\u4e86\u4f0f\u7b14\u3002<ul>\n<li><a href=\"https://github.com/KongQBin/CAdapt\" rel=\"nofollow\">GitHub\uff1aGLIBC \u7248\u672c\u9002\u914d\u5de5\u5177</a>\uff08\u6e90\u4e8e\u4ece\u7f51\u4e0a\u627e\u7684\u522b\u4eba\u7684\u4fee\u6539\u65b9\u6cd5\u5e76\u9605\u8bfb\u3001\u6ce8\u89e3\u3001\u6539\u9020\uff09</li>\n<li><a href=\"https://github.com/KongQBin/UpModule\" rel=\"nofollow\">GitHub\uff1a\u5185\u6838\u6a21\u5757\u9002\u914d\u5de5\u5177</a>\uff08\u7075\u611f\u6e90\u4e8e\u4e0a\u9762\u8fd9\u4e2a\u201cGLIBC \u7248\u672c\u9002\u914d\u5de5\u5177\u201d\uff09</li>\n</ul>\n</li>\n</ul>\n</li>\n<li>\n\u65e7\u4e16\u754c\u751f\u6001\u67b6\u6784\u8dc3\u5347\uff1a <ul>\n<li>\n\u9488\u5bf9 CentOS 6 \u9ed8\u8ba4 GCC 4.9.x \u5bf9 C++11 \u652f\u6301\u4e0d\u5b8c\u6574\u3001C++ ABI std::string \u7248\u672c\u51b2\u7a81\u4ee5\u53ca\u73b0\u4ee3\u4e09\u65b9\u5e93\u7684\u4f9d\u8d56\u65ad\u4ee3\u95ee\u9898\uff0c\u6211\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u5e73\u53f0\u8fdb\u884c\u4e86\u4e00\u6b21\u5e95\u5c42\u5927\u5347\u7ea7\u3002\u5c06\u5176\u6574\u4f53\u5bf9\u9f50\u5230\u4e86\u7533\u5a01\u4e0e\u9f99\u82af\u201c\u65e7\u4e16\u754c\u201d\u7684 8.3 \u7248\u672c\uff0c\u4e0d\u4ec5\u5b8c\u7f8e\u652f\u6301\u4e86 C++17 \u7279\u6027\uff0c\u4e5f\u4fdd\u8bc1\u4e86\u7f16\u8bd1\u4ea7\u7269\u5bf9\u8001\u65e7\u7cfb\u7edf\u7684\u517c\u5bb9\u6027\uff0c\u4e3a\u6574\u4e2a\u9879\u76ee\u7684\u73b0\u4ee3\u5316\u5e73\u6ed1\u8fc7\u6e21\u6253\u4e0b\u4e86\u57fa\u77f3\u3002<ul>\n<li><a href=\"https://github.com/KongQBin/CrossToolchain-GCC\" rel=\"nofollow\">GitHub\uff1a\u4fe1\u521b\u5168\u5957 GCC \u4ea4\u53c9\u7f16\u8bd1\u5668</a></li>\n<li><a href=\"https://github.com/KongQBin/CrossToolchain-QT\" rel=\"nofollow\">GitHub\uff1a\u4fe1\u521b\u5168\u5957 QT \u4ea4\u53c9\u7f16\u8bd1\u5668</a></li>\n</ul>\n</li>\n</ul>\n</li>\n</ul>\n<h1>0x02 \u9006\u5411\u4e0e\u653b\u9632\uff1a\u4ee3\u7801\u6ce8\u5165</h1>\n<ul>\n<li>\n\u8fd9\u539f\u672c\u662f\u672c\u4eba\u5728\u804c\u671f\u95f4\u627e\u5de5\u4f5c\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6df1\u611f\u5e95\u5c42\u4e0e\u5b89\u5168\u653b\u9632\u5708\u5b50\u66f4\u770b\u91cd\u7eaf\u7cb9\u7684\u201c\u771f\u5b9e\u6218\u6597\u529b\u201d\u800c\u5b66\u5386\u5176\u6b21\uff0c\u52a8\u4e86\u8f6c\u884c\u7684\u5ff5\u5934\uff0c\u7136\u540e\u5c31\u5bf9\u4e24\u8005\u90fd\u6d89\u53ca\u7684 ShellCode \u4ea7\u751f\u4e86\u6d53\u539a\u5174\u8da3\u5e76\u8fdb\u884c\u4e86\u5b66\u4e60\uff0c\u6700\u521d\u4e5f\u6ca1\u6599\u5230\uff0c\u8fd9\u7adf\u7136\u4e3a\u540e\u6765\u4e1a\u52a1\u4e0a\u5b9e\u73b0\u5185\u6838\u70ed\u8865\u4e01\uff08 LivePatch \uff09\u7684 inline hook \u57cb\u4e0b\u4e86\u4f0f\u7b14\uff0c\u90a3\u65f6\u4e5f\u4e0d\u77e5\u9053\u4e24\u8005\u6280\u672f\u5e95\u8272\u4e00\u8109\u76f8\u627f\ud83d\ude11\u3002<ul>\n<li><a href=\"https://github.com/KongQBin/ShellCode\" rel=\"nofollow\">GitHub\uff1a\u5584\u610f\u4ee3\u7801\u6ce8\u5165</a></li>\n</ul>\n</li>\n</ul>\n<h1>0x03 \u4e3b\u9632\u5e73\u53f0\uff1a\u4ece\u201c\u5e94\u7528\u5c42\u201d\u5230\u201c\u5185\u6838\u6001\u201d</h1>\n<ul>\n<li>\n\u9488\u5bf9\u4e3b\u9632\u5e73\u53f0\uff0c\u6211\u4eec\u7684\u9700\u6c42\u662f\u201c\u63a5\u6536\u4e8b\u4ef6 -&gt; \u884c\u4e3a\u5206\u6790 -&gt; \u6740\u6bd2\u5f15\u64ce -&gt; \u51b3\u5b9a\u662f\u5426\u653e\u884c\u201d\u3002\u57fa\u4e8e\u4e0a\u8ff0\u9700\u6c42\uff0c\u6211\u7814\u7a76\u5e76\u91c7\u96c6\u4e86\u591a\u79cd Linux \u5e94\u7528\u5c42 + \u5185\u6838\u6001 \u7684\u76d1\u63a7\u65b9\u5f0f\u5e76\u5b9e\u73b0\u4e86\u4e24\u5957\u3002\u6700\u521d\u56e0\u4e3a\u9a71\u52a8\u65b9\u6848\u9700\u8981\u9010\u4e00\u7f16\u8bd1\uff0c\u5bf9\u5e94\u7528\u5c42\u65b9\u6848\u4e0d\u6b7b\u5fc3\uff0c\u4e5f\u6d88\u8017\u4e86\u4e00\u5b9a\u7684\u65f6\u95f4\u3002\u7531\u4e8e\u9648\u8ff0\u51fa\u6765\u53c8\u592a\u591a\u4e86\uff0c\u6545\u8be6\u89c1\u535a\u5ba2\u56ed\u3002<ul>\n<li><a href=\"https://www.cnblogs.com/KBin/p/20830400\" rel=\"nofollow\">\u535a\u5ba2\u56ed\uff1a\u5173\u4e8e\u7cfb\u7edf\u76d1\u63a7</a></li>\n</ul>\n</li>\n</ul>\n<h1>0x04 \u6027\u80fd\u8c03\u4f18\uff1a\u4ece\u201c\u5185\u6838\u6001\u201d\u5230\u201c\u5e94\u7528\u5c42\u201d</h1>\n<ul>\n<li>\n\u5728\u4e3b\u9632\u5e73\u53f0\u642d\u5efa\u7ed3\u675f\u540e\uff0c\u4fbf\u5f00\u59cb\u7740\u624b\u4f18\u5316\u6027\u80fd\u3002<ul>\n<li>\u9996\u5148\u662f\u4f18\u5316\u7b49\u5f85\u961f\u5217\u7684\u5524\u9192\u903b\u8f91\uff0c\u5bf9\u5524\u9192\u884c\u4e3a\u8fdb\u884c\u5206\u6876\uff0c\u5e76\u5f15\u5165\u952e\u63a7\u5524\u9192\u673a\u5236\uff0c\u907f\u514d\u4e00\u6b21\u5524\u9192\u592a\u591a\u6302\u8d77\u7684\u8fdb\u7a0b\u4ea7\u751f\u201c\u60ca\u7fa4\u6548\u5e94\u201d\u3002</li>\n<li>\u67e5\u9605\u76f8\u5173\u8d44\u6599\uff0c\u4e86\u89e3\u4e86 DPDK \u7684\u5e95\u5c42\u539f\u7406\uff0c\u4e8e\u662f\u5b9e\u73b0\u4e86\u57fa\u4e8e\u8bbe\u5907\u6587\u4ef6\u6620\u5c04\u7684\u3001\u6838\u5fc3\u7ed1\u5b9a\u7684\u3001\u5168\u94fe\u8def\u5206\u7247\u7684\u6d88\u606f\u4f20\u9012\u903b\u8f91\uff0c\u89e3\u51b3\u4e86\u7531\u4e8e\u4e8b\u4ef6\u6d88\u606f\u4f53\u4e2d\u5305\u542b\u4e86\u53ef\u53d8\u957f\u6570\u7ec4\uff0c\u5bfc\u81f4 netlink \u8981\u5148\u55c5\u63a2\uff0c\u518d\u8bfb\u53d6\u9700\u8981\u52a0\u9501\u7684\u95ee\u9898\uff0c\u6d88\u9664\u4e86\u74f6\u9888\u6548\u5e94\u3002</li>\n</ul>\n</li>\n<li>\u5728\u9a71\u52a8\u6027\u80fd\u8c03\u4f18\u7684\u8fc7\u7a0b\u4e2d\uff0c\u672c\u4eba\u4e5f\u63a5\u89e6\u5e76\u4f7f\u7528\u4e86\u5185\u5b58\u5c4f\u969c\uff0c\u638c\u63e1\u4e86\u5176\u5e95\u5c42\u539f\u7406\uff0c\u5e76\u987a\u4fbf\u4e86\u89e3\u4e86 RCU \u9501\u53ca\u5176\u5e95\u5c42\u539f\u7406\uff0c\u4e8e\u662f\u53c8\u5c06\u4e24\u8005\u7684\u601d\u60f3\u5e94\u7528\u5230\u4e86\u5e94\u7528\u5c42\u7684\u6027\u80fd\u8c03\u4f18\u8fc7\u7a0b\u4e2d\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u5178\u578b\u7684\u4ee3\u7801\u7247\u6bb5\u7528\u4e8e\u201c\u8fc7\u6ee4\u7b56\u7565\u201d\u7684\u66f4\u65b0\uff0c\u5177\u4f53\u5982\u4e0b\u6240\u793a\uff1a</li>\n</ul>\n<pre><code class=\"language-cpp\">class ProductMgrNotLockMgr\n{\npublic:\n    ProductMgrNotLockMgr()\n        : m_productMgr(nullptr), m_productMgrVer(0){}\n    ~ProductMgrNotLockMgr(){}\n    shared_ptr&lt;ProductMgr&gt; getProductMgr()\n    {\n        static thread_local uint64_t m_productMgrVerTls = 0;\n        static thread_local shared_ptr&lt;ProductMgr&gt; m_productMgrTls = nullptr;\n        uint64_t globalVer = m_productMgrVer.load(memory_order_acquire);\n        if(m_productMgrVerTls != globalVer)\n        {\n            m_productMgrTls = atomic_load_explicit(&amp;m_productMgr, memory_order_acquire);\n            m_productMgrVerTls = globalVer;\n        }\n        return m_productMgrTls;\n    }\n    void setProductMgr(shared_ptr&lt;ProductMgr&gt; mgr)\n    {\n        atomic_store_explicit(&amp;m_productMgr, mgr, memory_order_release);\n        m_productMgrVer.fetch_add(1, memory_order_release);\n    }\n\nprivate:\n    shared_ptr&lt;ProductMgr&gt; m_productMgr;\n    atomic&lt;uint64_t&gt;       m_productMgrVer;\n};\n</code></pre>\n<ul>\n<li>\u4e1a\u52a1\u5c42\u4e2d\u7684\u6bcf\u4e00\u4e2a\u4e8b\u4ef6\u5bf9\u8c61\u8c03\u7528 get \u65b9\u6cd5\u53d6\u8d70\u81ea\u5df1\u7684\u8fc7\u6ee4\u7b56\u7565\uff0c\u800c\u66f4\u65b0\u65f6\u4ec5\u9700\u8981\u521d\u59cb\u5316\u65b0\u7684\u7b56\u7565\u914d\u7f6e\uff0c\u7136\u540e\u8c03\u7528 set \u5373\u53ef\uff0c\u65e7\u7684\u7b56\u7565\u914d\u7f6e\u5728\u5f15\u7528\u8ba1\u6570\u6e05\u96f6\u540e\u4f1a\u81ea\u52a8\u91ca\u653e\uff0c\u81f3\u4e8e\u7b56\u7565\u914d\u7f6e\u4e3a\u4ec0\u4e48\u53eb ProductMgr \u800c\u4e0d\u662f ConfigMgr \u8fd9\u5c5e\u4e8e\u5386\u53f2\u9057\u7559\u95ee\u9898\uff0c\u4e0d\u8981\u5728\u610f\u8fd9\u4e9b\u7ec6\u8282\ud83e\udd2d\u3002</li>\n<li>\n\u5176\u4e2d\u7684\u5185\u5b58\u5c4f\u969c\u90e8\u5206\uff1a<ul>\n<li>memory_order_acquire \u7b49\u540c\u4e8e\u5185\u6838\u4e2d\u7684 smp_rmb \uff0c\u7528\u4e8e\u5237\u65b0\u5931\u6548\u961f\u5217\uff0c\u4fdd\u8bc1\u6570\u636e\u6700\u65b0\u3002</li>\n<li>memory_order_release \u7b49\u540c\u4e8e\u5185\u6838\u4e2d\u7684 smp_wmb \uff0c\u7528\u4e8e\u4fdd\u8bc1\u6307\u4ee4\u6267\u884c\u987a\u5e8f\u3001\u5237\u65b0\u5199\u7f13\u51b2\u533a\u5e76\u901a\u77e5\u3002</li>\n</ul>\n</li>\n<li>\n\u5176\u4e2d\u7684 RCU \u9501\u90e8\u5206 \u672c\u8d28\u5c31\u662f\u5bf9\u667a\u80fd\u6307\u9488\u7684\u539f\u5b50\u66ff\u6362\u8fc7\u7a0b\uff1a<ul>\n<li>\u5185\u6838\u4e2d\u7684 RCU \u9501\u9700\u8981\u5199\u8005\u963b\u585e\u7b49\u5f85\u6700\u540e\u4e00\u4e2a\u8bfb\u8005\u7ed3\u675f\u5bf9\u8001\u5185\u5b58\u7684\u4f7f\u7528\u7136\u540e\u624b\u52a8\u91ca\u653e\uff0c\u800c\u6b64\u5904\u5de7\u5999\u5229\u7528 C++ \u7684\u667a\u80fd\u6307\u9488\uff0c\u4e0d\u9700\u8981\u5199\u8005\u7b49\u5f85\u3002</li>\n</ul>\n</li>\n<li>\u5176\u4e2d\u7684 static \u5173\u952e\u5b57\u662f\u4e3a\u4e86\u5ef6\u957f\u5c40\u90e8\u53d8\u91cf\u7684\u751f\u547d\u5468\u671f\u3002</li>\n<li>\u5176\u4e2d\u7684 thread_local \u5173\u952e\u5b57\u662f\u4e3a\u4e86\u8ba9\u6bcf\u4e2a\u7ebf\u7a0b\u90fd\u6709\u81ea\u5df1\u7684\u53d8\u91cf\u526f\u672c\uff0c\u907f\u514d\u7f13\u5b58\u7ade\u4e89\u3002</li>\n<li>\u5176\u4e2d\u7684 VerTls \u53d8\u91cf\uff0c\u5219\u662f\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u9ad8\u6027\u80fd\uff0c\u6bd5\u7adf shared_ptr \u662f\u4e2a\u5bf9\u8c61\uff0c\u5185\u90e8\u5b58\u5728\u591a\u4e2a\u53d8\u91cf\u3002</li>\n</ul>\n<h1>0x05 \u9e3f\u8499\u539f\u751f\u62d3\u8352</h1>\n<ul>\n<li>\n\u8fd1\u51e0\u4e2a\u6708\u4e3b\u5bfc\u4e86\u5e95\u5c42\u670d\u52a1\u4e0e UI \u5411\u9e3f\u8499\u7cfb\u7edf\u7684\u5168\u9762\u79fb\u690d\u9002\u914d\u3002\u5728\u8fd9\u4e2a\u7f3a\u4e4f\u73b0\u6210\u6587\u6863\u7684\u201c\u62d3\u8352\u671f\u201d\uff0c\u586b\u5e73\u4e86\u5927\u91cf\u5e95\u5c42\u751f\u6001\u5dee\u5f02\u7684\u6df1\u5751\uff1a<ul>\n<li>\u4e00\u662f \u4ee3\u7801\u7684 POSIX \u5316\uff0c\u4e00\u4e9b GNU \u6269\u5c55\u63a5\u53e3\u5728\u9e3f\u8499\u4e2d\u6839\u672c\u4e0d\u5b58\u5728\uff0c\u9e3f\u8499\u4f7f\u7528\u7684\u662f\u57fa\u4e8e muslc \u7684\u5de5\u5177\u94fe\u3002</li>\n<li>\u4e8c\u662f \u754c\u9762\u3001\u670d\u52a1\u7684\u5e93\u5316\u3001\u7ebf\u7a0b\u5316\uff0c\u5e94\u7528\u5728\u9e3f\u8499\u4e2d\u53ea\u5141\u8bb8\u5355\u8fdb\u7a0b\uff0c\u539f\u6709\u7684\u53ef\u6267\u884c\u7a0b\u5e8f\u9700\u8981\u5305\u88c5\u4e3a\u7ebf\u7a0b\u518d\u7f16\u8bd1\u4e3a\u5e93\uff0c\u7136\u540e\u5bfc\u51fa\u542f\u505c\u7b26\u53f7\u2026\u2026\uff0c\u800c\u540e\u5c31\u662f\u675c\u7edd\u4e00\u5207 system \u3001popen \u3001execve \u5bb6\u65cf\u8c03\u7528\u3002</li>\n</ul>\n</li>\n<li>\u5bf9\u4e8e\u754c\u9762\u4ece Linux \u5e73\u53f0\u7684\u79fb\u690d\uff0c\u672c\u4eba\u9009\u7528\u4e86 <a href=\"https://gitcode.com/openharmony-sig/qt\" rel=\"nofollow\">gitcode</a> \u7684\u7248\u672c\uff0c\u6ca1\u6709\u4f7f\u7528 QT \u5b98\u65b9\u7ef4\u62a4\u7684\u7248\u672c\uff0c\u539f\u56e0\u662f\u884c\u4e3a\u5dee\u5f02\u8f83\u5927\uff0c\u5f88\u591a\u884c\u4e3a\u4e0e Linux \u7cfb\u7edf\u4e2d\u5e76\u4e0d\u4e00\u81f4\u3002</li>\n<li>\u5bf9\u4e8e\u539f\u6709\u4ee3\u7801\u7684\u590d\u7528\uff0c\u672c\u4eba\u5b9e\u73b0\u4e86 \u6865\u63a5\u5e93 \u4ee5\u53ca Ark \u5b9e\u73b0\u5c42\uff0c\u90e8\u5206\u4e1a\u52a1\u5728\u6865\u63a5\u5e93\u4e2d\u4f7f\u7528\u9e3f\u8499\u63d0\u4f9b\u7684  C++ \u5e93\u5b9e\u73b0\uff0c\u53e6\u4e00\u90e8\u5206\u7a7f\u900f\u6865\u63a5\u5e93\uff0c\u4f7f\u7528 Ark \u4ee3\u7801\u5b9e\u73b0\u3002</li>\n<li>\u5173\u4e8e\u51fa\u5305\uff0c\u9e3f\u8499\u5f53\u524d\u53ea\u63d0\u4f9b\u4e86 Windows \u548c Mac \u7684\u6559\u7a0b\uff0c\u4e8e\u662f\u7ed3\u5408\u524d\u4e24\u8005\u6478\u7d22\u4e86\u4e00\u5957 Linux \u5e73\u53f0 \u7684\u51fa\u5305\u6a21\u677f\u3002</li>\n<li>\u5173\u4e8e QT \u4e0e Ark \u753b\u5e03\u7684\u8f6c\u63a5\uff0cgitcode \u548c QT \u5b98\u65b9\u7684 QT \uff0c\u5728\u753b\u5e03\u8f6c\u63a5\u4e0a\u5b8c\u5b8c\u5168\u5168\u662f\u4e24\u5957\u4e0d\u540c\u7684\u903b\u8f91\u2026\u2026\uff0c\u6700\u540e\u662f\u914d\u5408 Ai \u8fb9\u731c\u8fb9\u8bd5\u5b9e\u73b0\u7684\uff0c\u8bb0\u5f97\u4e00\u904d\u904d\u8c03\u6574\u5f97(d\u011bi)\u6709\u5341\u51e0\u4e8c\u5341\u6b21\u5427\ud83d\ude39\u3002</li>\n</ul>\n<h1>0x06 \u95ee\u9898\u5904\u7406\u80fd\u529b</h1>\n<ul>\n<li>\n\u9664\u4e86\u4e0a\u8ff0\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u5404\u79cd\u95ee\u9898\u5916\uff0c\u8fd8\u5904\u7406\u8fc7\u5176\u5b83\u7684\u5f62\u5f62\u8272\u8272\u7684\u95ee\u9898\uff0c\u5c55\u5f00\u8bb2\u53c8\u5f88\u591a\uff0c\u6545\u4e00\u7b14\u5e26\u8fc7\u5427\uff1a<ul>\n<li>\u7b26\u53f7\u8868\u51b2\u7a81\u3001\u66b4\u529b\u9690\u85cf\u4e86\u4e0d\u8be5\u9690\u85cf\u7684\u7b26\u53f7\uff08\u7f16\u8bd1\u5668 bug \uff09\u3001ELF \u9875\u5bf9\u9f50\u95ee\u9898\u3001\u4ee3\u7801\u4e0d\u89c4\u8303\u5bfc\u81f4\u552f\u72ec\u9f99\u82af(mips64el+loongarch64)Release \u5305\u8fdb\u7a0b\u5d29\u6e83\u3001\u4f18\u5316\u7ea7\u522b\u5f15\u8d77\u7684\u6c47\u7f16\u6307\u4ee4\u9519\u8bef\u3001\u65e9\u671f\u4e09\u65b9\u5e93\u4e0d\u652f\u6301\u56fd\u4ea7\u5316\u67b6\u6784\u7f16\u8bd1\u95ee\u9898\u3001C++\u4e0d\u540c std \u5e93\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\u884c\u4e3a\u4e0d\u540c\u95ee\u9898\u3001Qt \u63d2\u4ef6\u88c5\u8f7d\u95ee\u9898\u3001\u51b7\u95e8\u4fe1\u521b\u7cfb\u7edf\u4e0e Qt \u517c\u5bb9\u6027\u95ee\u9898\u3001\u5404\u7c7b\u8d44\u6e90\u6cc4\u6f0f\u95ee\u9898\u2026\u2026</li>\n</ul>\n</li>\n</ul>\n<h1>0x07 \u7ed3\u8bed</h1>\n<ul>\n<li>\u4ee5\u4e0a\u9664\u4e86\u4e3b\u9632\u7684\u4e0a\u5c42\u670d\u52a1\u548c\u9e3f\u8499\u7684\u4e1a\u52a1\u5c42\u4ee3\u7801\u9002\u914d\u4e24\u9879\uff0c\u6709\u540c\u4e8b\u914d\u5408\u6211\u8fdb\u884c\u5b9e\u73b0\u4e4b\u5916\uff0c\u5176\u4f59\u5927\u90e8\u5206\u90fd\u662f\u81ea\u5df1\u72ec\u7acb\u505a\u51fa\u6765\u7684\u3002</li>\n<li>\n\u76ee\u524d\u7684\u8bdd\uff0c\u9664\u53bb\u4e00\u4e9b\u89c4\u6a21\u8f83\u5c0f\u3001\u4e0d\u592a\u5bf9\u53e3\uff0c\u6216\u662f\u56e0\u4e3a\u5b66\u5386\u53d7\u9650\u7684\u673a\u4f1a\u5916\uff0c\u5df2\u7ecf\u9762\u8bd5\u8fc7\u4e24\u5bb6\u77e5\u540d\u7684\u5b89\u5168\u516c\u53f8\u4e86\uff1a<ul>\n<li>\u4e00\u4e2a\u4e8c\u9762\u901a\u8fc7\uff0c\u4e09\u9762\u5b98\u76f4\u63a5\u6839\u636e\u524d\u4e24\u9762\u7684\u7ed3\u679c\u5b9a\u7ea7\u4f4e\u4e86\u4e9b\u3002</li>\n<li>\u53e6\u4e00\u4e2a\u56db\u9762\u901a\u8fc7\uff0c\u76ee\u524d\u9700\u8981\u6a2a\u5411\u5bf9\u6bd4\uff0c\u5bf9\u6211\u7684\u9762\u8bc4\u6211\u8ba4\u4e3a\u5f88\u5ba2\u89c2\uff0c\u5927\u610f\u662f\u91cd\u5b9e\u6218\u8f7b\u7406\u8bba\u4e86\u3002</li>\n</ul>\n</li>\n<li>\n\u6240\u4ee5\u4e7e\u5764\u672a\u5b9a\ud83d\ude0b\uff0c\u6211\u518d\u63a5\u7740\u627e\u627e\u770b\uff0c\u76ee\u524d\u6211\u611f\u5174\u8da3\u7684\u884c\u4e1a\u6709\uff1a<ul>\n<li>\u7ec8\u7aef\u5b89\u5168\u884c\u4e1a\uff08\u6211\u7684\u8001\u672c\u884c\uff09</li>\n<li>\u6027\u80fd\u8c03\u4f18\u9886\u57df</li>\n<li>\u9006\u5411\u4e0e\u653b\u9632</li>\n<li>\u5d4c\u5165\u5f0f\u9886\u57df</li>\n</ul>\n</li>\n</ul>\n", 
      "date_published": "2026-08-06T09:27:01+00:00", 
      "title": "[\u6c42\u804c] \u4ea4\u53c9\u7f16\u8bd1 | \u7aef\u70b9\u5b89\u5168 | \u7cfb\u7edf\u76d1\u63a7 | Linux \u9a71\u52a8 | EDR | C/C++ | \u6027\u80fd\u8c03\u4f18 | Qt | \u9e3f\u8499 | eBPF | DPDK", 
      "id": "https://www.v2ex.com/t/1232523"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/delanri1107", 
        "name": "delanri1107", 
        "avatar": "https://cdn.v2ex.com/avatar/c6ee/37f9/822054_large.png?m=1785739865"
      }, 
      "url": "https://www.v2ex.com/t/1231758", 
      "title": "[\u6c42\u804c] \u5168\u6808 + AI \u5e94\u7528\u5f00\u53d1 | Vue3 + Node.js + RAG | \u4ec5\u9650\u8fdc\u7a0b", 
      "id": "https://www.v2ex.com/t/1231758", 
      "date_published": "2026-08-03T07:07:28+00:00", 
      "content_html": "<h2>\u5173\u4e8e\u6211</h2>\n<p>Delanri \uff0c\u81ea\u7531\u804c\u4e1a\uff0c\u5168\u6808\u5f00\u53d1\uff0c\u4ec5\u9650\u8fdc\u7a0b\uff0c\u53ef\u7acb\u5373\u5f00\u59cb\u3002</p>\n<p>\u72ec\u7acb\u5f00\u53d1\u5e76\u7ef4\u62a4\u4e00\u4e2a\u5df2\u4e0a\u7ebf\u7684 AI \u5168\u6808\u5e94\u7528\uff08\u975e demo \uff0c\u65e5\u5e38\u4f7f\u7528\u4e2d\uff09\uff0c\u4ece\u67b6\u6784\u8bbe\u8ba1\u3001\u524d\u540e\u7aef\u5f00\u53d1\u3001\u5411\u91cf\u6570\u636e\u5e93\u642d\u5efa\u3001iOS \u6253\u5305\u5230\u670d\u52a1\u5668\u90e8\u7f72\u8fd0\u7ef4\uff0c\u5168\u90e8\u4e00\u4e2a\u4eba\u5b8c\u6210\u3002</p>\n<h2>\u6280\u672f\u6808</h2>\n<ul>\n<li>\u524d\u7aef\uff1aVue 3 / Vite / JavaScript / CSS3 \u52a8\u753b / Canvas / \u79fb\u52a8\u7aef\u9002\u914d</li>\n<li>\u79fb\u52a8\u7aef\uff1aCapacitor 8 \u2192 iOS \uff0c\u901a\u8fc7 Codemagic CI/CD + TestFlight \u6301\u7eed\u4ea4\u4ed8\uff08\u65e0 Mac \u73af\u5883\uff09</li>\n<li>\u540e\u7aef\uff1aNode.js / Express / REST API / 11 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      "url": "https://www.v2ex.com/t/1230186", 
      "date_modified": "2026-07-27T09:30:30+00:00", 
      "content_html": "<p>\u719f\u6089\u6211\u7684\u670b\u53cb\u53ef\u80fd\u53d1\u73b0\u8fd9\u662f\u6211\u7b2c\u4e09\u6b21\u53d1\u6c42\u804c\u8d34\u4e86, \u77ed\u77ed\u4e24\u5e74\u65f6\u95f4... \u8fd9\u6b21\u53c8\u662f\u6700\u65b0\u627e\u7684\u516c\u53f8\u4e1a\u52a1\u8c03\u6574\u4ea7\u54c1\u6536\u7f29 (\u548c\u4e0a\u4e00\u6b21, \u8fd8\u6709\u4e0a\u4e0a\u6b21\u4e00\u6837...). </p>\n<p>\u5168\u6808 / agent \u5f00\u53d1\u5de5\u7a0b\u5e08\n\ud83d\udccd 25 \u5c81 | \u260e\ufe0f MTU1LTg3NzYtNTY5OQ== | \ud83d\udce7 aG5kcHB0QG91dGxvb2suY29t</p>\n<h2>Vibe Coding</h2>\n<p>\u4e3b\u529b\u4f7f\u7528\u81ea\u5df1\u6539\u9020\u7684\u7f16\u6392\u5de5\u4f5c\u6d41, \u64cd\u4f5c\u7cfb\u7edf\u57fa\u4e8e nixos (\u7f16\u6392 ocr, code search, \u6d4f\u89c8\u5668\u64cd\u4f5c\u7b49\u5404\u79cd\u529f\u80fd)\uff0c\u5ba2\u6237\u7aef\u57fa\u4e8e Pi-agent \uff0c\u540c\u65f6\u901a\u8fc7 Lark IM \u7b49\u8fdb\u884c\u8fdc\u7a0b\u63a7\u5236\u3002\u5c1d\u8bd5\u8fc7\u7edd\u5927\u591a\u6570\u5e02\u9762\u6a21\u578b\uff0c\u76ee\u524d\u4e3b\u8981\u4f7f\u7528\u4e2d\u8f6c\u7ad9 API \u670d\u52a1\u4e0e GPT Plus \u4f1a\u5458\u3002</p>\n<h2>\u6280\u80fd</h2>\n<ul>\n<li><strong>Web</strong>\uff1a\u638c\u63e1 TypeScript(JS)\uff0c\u719f\u6089 React \u3001Vue \uff0c\u638c\u63e1 Next.js \u3001Nuxt.js \u3001TanStack Start \u3001React Navigation \uff0c\u719f\u7ec3 Tailwind \u3001Three.js \u3002\u5de5\u7a0b\u5316\uff1aVite \u4f53\u7cfb\uff08 Rolldown \u3001Oxc \u3001Oxlint \u3001Oxfmt \u3001Vitest \u3001tsdown \uff09\u3001Rspack \uff0cNx Monorepo \uff0c\u6784\u5efa\u5de5\u5177\u63d2\u4ef6\u5f00\u53d1\u3002</li>\n<li><strong>Rust</strong>\uff1a\u638c\u63e1 Rust \uff0c\u719f\u6089\u7edd\u5927\u591a\u6570 Release \u7279\u6027\u548c RFC \u8bed\u6cd5\u63d0\u6848\u3002\u719f\u6089 Tauri \u3001Clap \u3001tui-rs \u3001Tokio \u3001Axum \uff0c\u4e86\u89e3 Tower \u3001Mio \u5b9e\u73b0\u3002\u638c\u63e1 Cargo Workspace / Test / Lint / Doc \u53ca <a href=\"http://crates.io\" rel=\"nofollow\">crates.io</a> \u53d1\u5e03\u7ef4\u62a4\u6d41\u7a0b\u3002\u4e86\u89e3 rustc \u524d\u4e2d\u540e\u7aef\u90e8\u5206\u5b9e\u73b0\u3002</li>\n<li><strong>\u670d\u52a1\u7aef</strong>\uff1aHono \u3001Nest.js \u3001FastAPI \uff0cPrisma \u3001Drizzle ORM \uff1b\u638c\u63e1 OpenAPI \uff08 Overlay \uff09\u3001tRPC \u3001GraphQL \uff08 Yoga \u3001Apollo \uff09\u5168\u6d41\u7a0b\u3002</li>\n<li><strong>Cloudflare</strong>\uff1a\u719f\u6089 Worker \u3001D1 \u3001KV \u3001R2 \u3001Worker Container \u3001Browser \u3001Workflow \u3001Worker AI \u3001Zero Trust \u7b49\u4ea7\u54c1\u7684\u8fd0\u7ef4\u53d1\u5e03\u7ba1\u7406\u3002</li>\n<li><strong>\u6570\u636e\u5e93\u4e0e\u57fa\u7840\u8bbe\u65bd</strong>\uff1aPostgreSQL \u3001MongoDB \u3001MySQL \uff0cDocker / K3s \uff0cNginx / Caddy / Traefik \u3002</li>\n<li><strong>AI</strong>\uff1a\u719f\u6089 Rig Agent \u6846\u67b6\u3001llama.cpp \u672c\u5730\u63a8\u7406\u90e8\u7f72\uff1b\u4e86\u89e3 PyTorch \u3001Candle \u3001LangChain \uff0c\u5177\u5907 AI \u5e94\u7528\u5f00\u53d1\u7ecf\u9a8c\u3002</li>\n<li><strong>\u8bbe\u8ba1</strong>\uff1a\u719f\u7ec3\u4f7f\u7528 Figma \uff08\u542b Figma AI \uff09\u3001Claude Design \u3001Open Design \u3001GPT Image 2 \uff1b\u638c\u63e1 Illustrator \u3001Photoshop \uff0c\u53ef\u72ec\u7acb\u5b8c\u6210 UI/UX \u3002</li>\n</ul>\n<h2>\u5de5\u4f5c\u7ecf\u5386</h2>\n<h3>\u6b66\u6c49\u5947\u5175\u6587\u5316\u6709\u9650\u516c\u53f8 \u2014 \u5408\u4f19\u4eba</h3>\n<p><strong>2026.6 - \u81f3\u4eca</strong></p>\n<ul>\n<li>\u8d1f\u8d23\u670d\u52a1\u53f7 Agent \u7cfb\u7edf\u5f00\u53d1\uff1a\u684c\u6e38\u8dd1\u56e2\u89c4\u5219\u67e5\u8be2\u3001\u4e1a\u52a1\u67e5\u8be2\u3001\u7ec4\u5c40\u53d1\u73b0\u3001\u6d88\u606f\u901a\u77e5\u3002</li>\n<li>GEO \u4f18\u5316\u4e0e\u540e\u53f0\u4f1a\u5458\u8bb0\u8d26\u7cfb\u7edf\u5f00\u53d1\uff0c\u652f\u6491\u7ebf\u4e0b\u95e8\u5e97\u8fd0\u8425\u3002</li>\n<li>\u6280\u672f\u6808\uff1aCloudflare AI Search \u3001TanStack AI \u3001GraphQL \u3002</li>\n<li>\u65d7\u4e0b\u8fd0\u8425\u4e24\u5bb6\u684c\u6e38\u5427\uff0c\u5e76\u4e0e\u591a\u5bb6\u8dd1\u56e2\u7ec4\u7ec7\u5f00\u5c55\u5408\u4f5c\u4e1a\u52a1\u3002</li>\n</ul>\n<hr/>\n<h3>\u4e0a\u6d77\u730e\u6237\u60ac\u81c2\u79d1\u6280\u6709\u9650\u516c\u53f8 \u2014 \u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08 | 20K</h3>\n<p><strong>2025.03 - 2026.6</strong></p>\n<h4>App Store / Google Play / Stripe \u6e20\u9053\u53d1\u884c\u4e0e\u4ed8\u8d39\u7ba1\u7406</h4>\n<ul>\n<li>\u4e3b\u8981\u8d1f\u8d23\u591a\u6e20\u9053\u53d1\u884c\u3001\u5e7f\u544a\u6295\u653e\u3001\u8f6c\u5316\u8ffd\u8e2a\u53ca\u4ed8\u8d39\u7ba1\u7406\u5168\u94fe\u8def\u5f00\u53d1\u3002</li>\n</ul>\n<h4>\u4e1a\u52a1\u53ef\u89c2\u6d4b\u4e0e\u6253\u70b9\u5168\u5468\u671f\u6821\u9a8c</h4>\n<ul>\n<li>\u4e3b\u8981\u8d1f\u8d23\u3002\u5efa\u7acb\u5168\u5468\u671f\u6253\u70b9\u6821\u9a8c\u4f53\u7cfb\uff1a\u7f16\u7801\u63d0\u793a\u3001\u8fd0\u884c\u65f6\u6821\u9a8c\u3001\u6570\u636e\u56de\u6d4b\u3002</li>\n<li>\u81ea\u52a8\u751f\u6210\u65e5\u5fd7\u6587\u6863\u4e0e\u5468\u671f\u5206\u6790\u62a5\u544a\uff0c\u4fdd\u969c\u4e1a\u52a1\u8ffd\u8e2a\u53ef\u9760\u6027\u3002</li>\n</ul>\n<h4>Cloudflare Dev Framework \uff08 Hono + TanStack Router + Vite SSR \uff09</h4>\n<ul>\n<li>\u4e3b\u8981\u8d1f\u8d23\uff0c\u4e3b\u6301\u8fc7\u591a\u6b21 Solo \u91cd\u6784\uff0c\u5f71\u54cd\u91cd\u5927\u3002</li>\n<li>\u642d\u5efa\u57fa\u4e8e Hono + TanStack Router + Vite SSR \u7684 Cloudflare \u5f00\u53d1\u6846\u67b6\u3002</li>\n<li>\u96c6\u6210 Puppeteer \u3001TTY \u52ab\u6301\u3001Skills \u7ba1\u7406\u3001Vitest \u3001Storybook \u7b49\u5168\u5468\u671f Harness \u3002</li>\n</ul>\n<h4>Agent \u6c99\u7bb1\u7f16\u6392\u5de5\u4f5c\u6d41\uff08 Rig + Deno \uff09</h4>\n<ul>\n<li>\u4f7f\u7528 Rig + Deno Core + Deno Runtime \u5efa\u7acb Agent \u6c99\u7bb1\u7f16\u6392\u7f16\u7801\u5de5\u4f5c\u6d41\u3002</li>\n<li>\u8f85\u52a9\u5f00\u53d1\u6d4b\u8bd5\uff0c\u63d0\u5347\u81ea\u52a8\u5316\u6548\u7387\u3002</li>\n</ul>\n<h4>GEO \u652f\u6301\u4e0e LLM \u722c\u866b\u5f15\u5bfc</h4>\n<ul>\n<li>\u57fa\u4e8e Vite SSR \u5f15\u64ce\u548c Hono Context \u6ce8\u5165\uff0c\u5728\u9875\u9762\u9884\u6dfb\u52a0\u6743\u5a01\u8bc1\u660e\u4e0e\u8bbf\u95ee\u5f15\u5bfc\u3002</li>\n<li>\u5e2e\u52a9 Agent \u548c LLM \u722c\u866b\u6b63\u786e\u8bbf\u95ee\u7f51\u7ad9\u5185\u5bb9\u3002</li>\n</ul>\n<h4>EUDA \u5408\u89c4\u6027\u6539\u9020</h4>\n<ul>\n<li>\u5408\u89c4\u8ba4\u8bc1\u63a5\u5165\u3001Cookie \u5408\u89c4\u7cfb\u7edf\u652f\u6301\u53ca\u5176\u4ed6\u7cfb\u7edf l10n \u56fd\u9645\u5316\u9002\u914d\u3002</li>\n</ul>\n<h4>React Native App \u5f00\u53d1</h4>\n<ul>\n<li>\u4e3b\u529b\u53c2\u4e0e\uff0c\u7ecf\u5386\u591a\u6b21\u91cd\u6784\uff0c\u8d1f\u8d23\u5927\u91cf\u57fa\u7840\u7cfb\u7edf\u5f00\u53d1\u7ef4\u62a4\u3002</li>\n<li>\u5e7f\u544a\u96c6\u6210\u3001\u68c0\u6d4b\u3001\u901a\u77e5\u3001\u52a8\u6548\u3001Magic Link \u3001Harness \u5168\u6d41\u7a0b\u5f00\u53d1\u3002</li>\n</ul>\n<h3>\u5357\u4eac\u767e\u601d\u79d1\u6280\u6709\u9650\u516c\u53f8 \u2014 \u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08</h3>\n<p><strong>2024.12 - 2025.02</strong></p>\n<h4>\u56fe\u50cf\u5904\u7406 SaaS \u4ea7\u54c1\uff08 5 \u6b3e\uff09</h4>\n<ul>\n<li>\u8d1f\u8d23 React + Three.js + Canvas 2D \u524d\u7aef\u5f00\u53d1\uff0c\u652f\u6301\u63d2\u4ef6\u5316\u79fb\u690d\u81f3 Canva \u3002</li>\n<li>\u8fc1\u79fb\u9879\u76ee\u81f3 Nx Monorepo \uff0c\u5e76\u4f7f\u7528 Rspack \u63d0\u5347\u6253\u5305\u901f\u5ea6\u3002</li>\n<li>\u516c\u53f8\u5b98\u7f51\uff1aNext.js SSG \uff0cIsland \u67b6\u6784\uff0cSEO \u4f18\u5316\u3002</li>\n<li>\u8d26\u6237\u7ba1\u7406 &amp; Stripe \u652f\u4ed8\uff1a\u8ba2\u9605/\u5355\u6b21\u4ed8\u8d39\uff0cCanva \u8eab\u4efd\u5bf9\u63a5\u3002</li>\n<li>\u89c4\u8303\u5316\u56e2\u961f\u4ee3\u7801\u98ce\u683c\uff08 Husky + Prettier + ESLint \uff09\uff0c\u6784\u5efa GitHub Actions CI/CD \u3002</li>\n<li>AI \u751f\u6210\u56fe\u50cf\u540e\u7aef\uff1aFastAPI + PyMongo \uff0c\u90e8\u7f72 ComfyUI / Hugging Face \uff0cPM2 \u670d\u52a1\u7ba1\u7406\u3002</li>\n</ul>\n<h3>\u6b66\u6c49\u4e91\u7c92\u667a\u6167\u6709\u9650\u516c\u53f8 \u2014 \u5f00\u53d1\u5de5\u7a0b\u5e08</h3>\n<p><strong>2023.07 - 2024.10 \uff08\u5b9e\u4e60\uff1a2023.01 - 2023.06 \uff09</strong></p>\n<h4>\u4f4e\u4ee3\u7801\u7f16\u8f91\u5668 &amp; \u6e32\u67d3\u5f15\u64ce\uff08 React / Vanilla JS \uff09</h4>\n<ul>\n<li>3D \u56fe\u5f62 / \u56fe\u8868\u6e32\u67d3\uff0c\u8d44\u6e90\u6587\u4ef6\u7ba1\u7406\uff0c\u524d\u7aef\u9875\u9762\u5f00\u53d1\u4e0e\u4ea4\u4e92\u4f18\u5316\u3002</li>\n<li>\u53c2\u4e0e Node.js \u4e91\u4ee3\u7801\u5206\u6790\u4e0e\u6784\u5efa\uff0c\u5f00\u53d1\u4ee3\u7801\u641c\u7d22\u3001\u5ba1\u67e5\u3001\u6279\u91cf\u5904\u7406\u5de5\u5177\uff0c\u4f18\u5316\u9057\u7559\u9879\u76ee\u3002</li>\n</ul>\n<h2>\u6559\u80b2\u80cc\u666f</h2>\n<p>\u6b66\u6c49\u6587\u534e\u5b66\u9662 \u2014 \u5168\u65e5\u5236\u672c\u79d1</p>\n", 
      "date_published": "2026-07-27T09:25:22+00:00", 
      "title": "\u627e\u5de5\u4f5c\u4e4b\u906d\u9047\u516c\u53f8\u4e1a\u52a1\u8c03\u6574\u4e4b\u518d\u6b21\u906d\u9047\u516c\u53f8\u4e1a\u52a1\u8c03\u6574", 
      "id": "https://www.v2ex.com/t/1230186"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/chidiansha", 
        "name": "chidiansha", 
        "avatar": "https://cdn.v2ex.com/gravatar/673f00744d53588059a937e06f2ef7db?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1230049", 
      "title": "[\u6c42\u804c] Web \u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08/\u524d\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1230049", 
      "date_published": "2026-07-27T02:41:24+00:00", 
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      "date_published": "2026-07-22T09:04:46+00:00", 
      "title": "[\u6c42\u804c]\u5357\u4eac or \u82cf\u5dde?", 
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      "title": "[\u6c42\u804c][\u5168\u804c][\u524d\u7aef]\u60f3\u627e\u4e2a\u6709\u610f\u601d\u6216\u8005\u79bb\u5bb6\u8fd1\u7684\u524d\u7aef/\u5168\u6808\u504f\u524d\u7aef\u5f00\u53d1\u5de5\u4f5c", 
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