{
  "version": "https://jsonfeed.org/version/1", 
  "title": "\u7a0b\u5e8f\u5458", 
  "description": "While code monkeys are not eating bananas, they're coding.", 
  "home_page_url": "https://www.v2ex.com/go/programmer", 
  "feed_url": "https://www.v2ex.com/feed/programmer.json", 
  "icon": "https://cdn.v2ex.com/navatar/94f6/d7e0/300_large.png?m=1733731195", 
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        "url": "https://www.v2ex.com/member/numbsooo", 
        "name": "numbsooo", 
        "avatar": "https://cdn.v2ex.com/gravatar/ea5e23ad2f8b3053bca374e235468b37?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1226643", 
      "title": "\u4e13\u79d1\u5927\u4e8c\uff0c\u559c\u6b22\u5e95\u5c42\u5f00\u53d1(?)\uff0c\u4f46\u6709\u70b9\u8ff7\u832b\u60f3\u542c\u542c\u5efa\u8bae...", 
      "id": "https://www.v2ex.com/t/1226643", 
      "date_published": "2026-07-11T21:07:03+00:00", 
      "content_html": "<p>\u6211\u662f\u4e13\u79d1 \u5927\u4e8c\u7684\u5b66\u751f\uff0c\u56e0\u4e3a\u6bd4\u8d5b\u62ff\u5956\u6709\u4e2a\u4e13\u4e1a\u8bfe\u514d\u8bd5\u8d44\u683c\uff0c\u6240\u4ee5\u5347\u672c\u80fd\u53bb\u672c\u7701\u8ba1\u7b97\u673a\u4e13\u4e1a\u91cc\u6700\u597d\u7684\u672c\u79d1</p>\n<p>\u672c\u6765\u662f\u7559\u6821\u5b9e\u4e60\u7684\uff0c\u4f46\u56e0\u4e3a\u79cd\u79cd\u95ee\u9898\uff08\u6ca1\u6709\u5904\u7406\u8fd9\u79cd\u4e8b\u7684\u7ecf\u9a8c\uff09\uff0c\u73b0\u5728\u88ab\u6d41\u653e\u5230\u5e02\u573a\u4e86\u3002</p>\n<p>\u6211\u73b0\u5728\u611f\u89c9\u5230 AI Agent \u5bf9 CRUD \u5199\u80f6\u6c34\u771f\u6ca1\u4ec0\u4e48\u610f\u601d\u4e86\uff0c\u6211\u4e2a\u4eba\u5f88\u559c\u6b22\u8ba1\u7b97\u673a\uff0c10 \u5e74\u524d\u5c31\u6ce8\u518c\u4e86 Github \uff0c\u6700\u65e9\u662f\u7528 Java \u5199\u4e00\u4e9b Android \u5c0f\u5e94\u7528\u53d1\u5230\u5f53\u65f6\u7684\u9177\u5b89\u5e02\u573a\uff0c\u51e0 w \u7684\u4e0b\u8f7d\u91cf\uff0c\u8c08\u4e0d\u4e0a\u5389\u5bb3\uff0c\u4f46\u90a3\u65f6\u5019\u7684\u6211\u4e5f\u633a\u5f00\u5fc3\u7684\u3002</p>\n<p>\u4e4b\u540e\u63a5\u89e6 Webdev \uff0c\u6700\u5f00\u59cb Vue-&gt;Go \uff0c\u5230\u73b0\u5728 AI agent \u6700\u559c\u6b22\u7684 Nextjs+tailwindcss</p>\n<p>\u6211\u611f\u89c9\u5e94\u7528\u5c42\u53d8\u6765\u53d8\u53bb\uff0c\u4f60\u5f88\u96be\u5728\u5176\u4e2d\u627e\u5230\u4e00\u4e2a\u5c5e\u4e8e\u81ea\u5df1\u7684\u4f4d\u7f6e\uff0c\u6211\u6700\u65e9\u63a5\u89e6 Webdev \u7684\u65f6\u5019 jQuery+PHP \u7279\u522b\u706b\uff0c\u73b0\u5728\u5df2\u7ecf\u67e5\u65e0\u6b64\u4eba\u4e86</p>\n<p>\u53bb\u5e74 25 \u5e74 7 \u6708\uff0c\u6211\u5f00\u59cb\u63a5\u89e6\u5d4c\u5165\u5f0f\uff0c\u6211\u505a\u4e86\u4e00\u4e2a\u667a\u80fd\u8f66</p>\n<p>\u9879\u76ee\u7684\u8be6\u7ec6\u53ef\u4ee5\u770b\u6211\u5199\u7684\u4e00\u7bc7\u535a\u5ba2\u6587\u7ae0\uff1a<a href=\"https://lycois.org/cn/blog/2025/rasp-robot-car/cn\" rel=\"nofollow\">https://lycois.org/cn/blog/2025/rasp-robot-car/cn</a></p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://lycois.org/_astro/raspcar.C2biH41I_1yU3Ay.webp\"/></p>\n<p>\u5f53\u65f6\u6211\u6ca1\u6709\u7528 AI Agent \u5199\u4ee3\u7801\uff0c\u771f\u7684\u5c31\u662f\u95f7\u5934\u5b66\uff0c\u4f46\u5176\u5b9e\u53ea\u5b66\u4e86\u70b9\u76ae\u6bdb\u61c2\u70b9\u5d4c\u5165\u5f0f\u57fa\u7840\u7684\u901a\u4fe1\u534f\u8bae\uff0cGPIO, I2C, SPI \uff0c\u4e32\u53e3\u901a\u4fe1\u4ec0\u4e48\u7684\uff0c\u5b66\u4e86\u70b9 gdb \u8c03\u8bd5\uff0c\u61c2\u4e86\u4ec0\u4e48\u662f CPU \u4e2d\u65ad\uff0cCPU \u65f6\u949f\uff0c</p>\n<p>\u518d\u5b66\u5b66\u8c03 PID \uff0c\u770b\u4e86\u770b\u589e\u91cf\u5f0f PID \uff0c\u4f4d\u7f6e\u5f0f PID \u3002</p>\n<p>\u7136\u540e\u8ba9 AI agnet \u7528 Nextjs \u6413\u4e86\u4e2a\u53ef\u89c6\u5316\u7684\u63a7\u5236\u9762\u677f\uff0c\u63a7\u5236\u9762\u677f\u4e0e\u6811\u8393\u6d3e\u7528 WebSocket \u8fde\u4e86\u4e00\u4e0b\uff0c\u7528 mjpg \u56fe\u4f20\u3002</p>\n<p>\u7136\u540e\u5728\u7535\u8111\u642d\u4e86\u4e2a\u7b80\u5355\u7684\u4e2d\u95f4\u66fe\uff0c\u7528 YoloV8 \u53bb\u505a\u76ee\u6807\u68c0\u6d4b\uff0c\u6574\u4e2a\u6d41\u7a0b\u5c31\u53d8\u5f97\u7a0d\u7a0d\u6709\u70b9\u590d\u6742\uff1aSTM32-&gt;\u6811\u8393\u6d3e -&gt; YoloV8  flask -&gt; Nextjs</p>\n<p>\u6574\u4e2a\u9879\u76ee\u8017\u8d44 800\u00a5\uff0c\u6211\u7684\u611f\u53d7\u662f\u5728\u8d44\u6e90\u6781\u5ea6\u9650\u5236\u7684\u60c5\u51b5\u4e0b\uff0c\u5176\u5b9e\u4e5f\u5f88\u6709\u610f\u601d\u3002</p>\n<p>\u4f46\u6211\u6ca1\u6709\u5f80\u6a21\u7535\u6570\u7535\u7ee7\u7eed\u6df1\u5165\u3002\u56e0\u4e3a\u6211\u901a\u8fc7\u8fd9\u4e24\u4e09\u4e2a\u6708\u7684\u4f53\u9a8c\uff0c\u611f\u53d7\u5230\u4e86\u5d4c\u5165\u5f0f\u8f6f\u4ef6\u662f\u4e00\u4e2a\u5f88\u5c01\u95ed\u7684\u884c\u4e1a\uff0c\u6211\u7406\u89e3\u7684\u662f\u5f88\u591a\u4e8b\u60c5\u90fd\u662f\u5728\u4e0d\u540c\u7684\u82af\u7247\u5382\u5546\u7684\u57fa\u7840\u4e0a\u53bb\u505a\u6709\u9650\u5ea6\u7684\u5f00\u53d1\u3002\u4f46 FPGA/DSP 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markdown parser \uff0c\u6216\u8bb8\u5728\u5b9e\u73b0\u540c\u6837\u7684\u529f\u80fd\u65f6\uff0c\u6211\u80fd\u66f4\u597d\u7684\u611f\u53d7\u5230 Rust \u7684 Ownership \u548c\u5185\u5b58\u5b89\u5168\u7684\u610f\u4e49\u3002</p>\n<p>\u800c\u4e14\u6211\u627e\u5230\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u5b66\u4e60\u65b9\u5f0f\uff08 AI \u867d\u7136\u8ba9 Webdev \u5b8c\u86cb\u4e86\uff0c\u4f46\u5bf9 Self-study \u7279\u522b\u53cb\u597d\uff09\u3002</p>\n<p>\u6211\u4f1a\u8ddf Codex \u8bf4\uff1a\u6211\u662f C \u8bed\u8a00\u65b0\u624b\uff0c\u8bf7\u4f60\u6307\u5bfc\u6211\u5b8c\u6210 xxx \u9879\u76ee\uff0c\u5b9e\u73b0\u5404\u4e2a\u529f\u80fd\u65f6\u5c3d\u91cf\u4e0d\u5f15\u5165\u7b2c\u4e09\u65b9\u5e93\uff0c\u5f53\u6211\u9047\u5230\u95ee\u9898\u65f6\u4e0d\u8981\u76f4\u63a5\u544a\u8bc9\u6211\u7b54\u6848\uff0c\u800c\u662f\u5e94\u8be5\u5f15\u5bfc\u6211\u53bb\u81ea\u5df1\u53d1\u73b0\u7b54\u6848\uff0c\u8bf7\u4f60\u6839\u636e\u6b64\u7ea6\u675f\u751f\u6210\u4e00\u4e2a <a href=\"http://AGENTS.md\" rel=\"nofollow\">AGENTS.md</a></p>\n<p>\u5230\u73b0\u5728\uff0c\u6211\u5df2\u7ecf\u505a\u51fa\u4e86\u4e00\u4e2a\u8fd8\u6ca1\u6709 Markdown \u6e32\u67d3\u4f46\u53ef\u4ee5\u6b63\u5e38\u7528\u7684 text editor \uff01\u7684\u786e\u633a\u6709\u610f\u601d\u7684\u3002\u53ef\u80fd\u6211\u8fd8\u662f\u559c\u6b22\u6df1\u5165\u4e00\u70b9\uff1f\u4f46\u6211\u4e5f\u77e5\u9053\u6211\u73b0\u5728\u5b66\u7684\u8fd8\u662f\u5f88\u6d45\u5c42\u7684\uff0c\u7ee7\u7eed\u5f80\u4e0b\u6df1\u5165\u53ef\u80fd\u5b66\u5f97\u4f1a\u6bd4\u8f83\u75db\u82e6\uff0c\u6211\u4f1a\u5fc3\u5b58\u656c\u754f\u7684\u3002</p>\n<p>\u6211\u6700\u7ec8\u7684\u76ee\u6807\u662f\u5728 AI \u7684\u5e2e\u52a9\u4e0b\uff0c\u5199\u4e00\u4e2a compiler + RISC-V OS kernel \u3002</p>\n<p>\u8ba1\u7b97\u673a\u662f\u6211\u7684\u7231\u597d\u3002</p>\n<p>\u4f46\u5c06\u7231\u597d\u4f5c\u4e3a\u4e0d\u5f97\u4e0d\u505a\u7684\u5de5\u4f5c\uff0c\u5e76\u8bd5\u56fe\u4ece\u7231\u597d\u4e2d\u8c0b\u53d6\u7ecf\u6d4e\u4ef7\u503c\uff0c\u662f\u4e00\u4ef6\u76f8\u5f53\u75db\u82e6\u7684\u4e8b\u3002</p>\n<p>\u73b0\u5728\u5927\u4e09\u8fd9\u4e00\u5e74\u5b9e\u4e60\u4e5f\u4e0d\u77e5\u9053\u53bb\u54ea\u91cc\uff0c\u56e0\u4e3a\u6211\u53ea\u60f3\u8981\u4e00\u70b9\u5de5\u8d44\u7528\u4f5c\u65e5\u5e38 tokens \u7684\u5f00\u9500\uff0c\u5e76\u4e14\u60f3\u5c06\u81ea\u5df1\u7684\u5927\u90e8\u5206\u65f6\u95f4\u5206\u914d\u7ed9\u6211\u7684\u5b66\u4e60\u4e0a\u3002</p>\n<p>\u8ddf\u6211\u8981\u597d\u7684\u8001\u5e08\u5efa\u8bae\u6211\u5347\u672c\u540e\u53bb\u8003\u7814\uff0c\u6211\u4e5f\u4e0d\u77e5\u9053\u6211\u8981\u4e0d\u8981\u5377 408...</p>\n<p>\u73b0\u5728\u5176\u5b9e\u4e5f\u4e0d\u77e5\u9053\u672a\u6765\u8be5\u5e72\u4ec0\u4e48\u4e86\u3002\u867d\u7136\u73b0\u5728\u6253\u4ee3\u7801\u4e5f\u633a\u5f00\u5fc3\u7684\uff0c\u4f46\u662f\u62ac\u8d77\u5934\u5374\u53c8\u611f\u89c9\u6709\u70b9\u8ff7\u832b\u3002</p>\n<p>\u5bf9\u4e86\uff0c\u6211\u7684\u82f1\u8bed\u5f88\u597d\uff0c\u9ad8\u8003\u867d\u7136\u8003\u5f97\u5f88\u70c2\uff0c\u4f46\u662f\u82f1\u8bed 120+\u3002\u5f88\u591a\u529f\u52b3\u90fd\u6765\u81ea\u4e8e\u8bfb\u6280\u672f\u6587\u6863\u3002</p>\n<p>\u6700\u8fd1\u5728\u770b tsoding \u7684 twich 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      "author": {
        "url": "https://www.v2ex.com/member/amoselee", 
        "name": "amoselee", 
        "avatar": "https://cdn.v2ex.com/avatar/4581/2529/247929_large.png?m=1521096542"
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      "url": "https://www.v2ex.com/t/1226635", 
      "date_modified": "2026-07-11T16:30:08+00:00", 
      "content_html": "<p>\u559c\u6b22\u4ea4\u6613\u3001\u559c\u6b22\u91cf\u5316\u6280\u672f\uff0c\u6700\u8fd1\u53d1\u73b0\u4e00\u4e2a\u975e\u5e38\u4e0d\u9519\u7684\u5f00\u6e90\u9879\u76ee\u2014\u2014NautilusTrader \uff0c\u5b98\u65b9\u793e\u533a\u7528\u4e2d\u6587\u7684\u5f88\u5c11\uff0c\u6709\u6ca1\u6709\u4e00\u8d77\u5b66\u4e60\u7814\u7a76\u7684\u670b\u53cb\uff0c\u6b22\u8fce\u6765\u804a wx a29uZ3NoYW5idXpoaWtl</p>\n", 
      "date_published": "2026-07-11T16:28:51+00:00", 
      "title": "\u6709\u6ca1\u6709\u4e00\u8d77\u7814\u7a76\u5b66\u4e60 NautilusTrader \u7684\u9053\u53cb", 
      "id": "https://www.v2ex.com/t/1226635"
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    {
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        "url": "https://www.v2ex.com/member/yhc2073", 
        "name": "yhc2073", 
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      "url": "https://www.v2ex.com/t/1226630", 
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      "date_published": "2026-07-11T15:42:31+00:00", 
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      "url": "https://www.v2ex.com/t/1226625", 
      "title": "Claude \u7a81\u7136\u7684\uff0c\u5c31\u6765\u4e86\uff01\u745f\u745f\u53d1\u6296\u4e2d\u3002\u3002\u3002\u3002", 
      "id": "https://www.v2ex.com/t/1226625", 
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      "url": "https://www.v2ex.com/t/1226621", 
      "title": "\u5206\u4eab\u4e00\u4e2a Codex \u5199\u7b80\u5386, Markdown \u8f6c PDF \u795e\u7ea7\u5de5\u4f5c\u6d41", 
      "id": "https://www.v2ex.com/t/1226621", 
      "date_published": "2026-07-11T14:27:00+00:00", 
      "content_html": "<ol>\n<li>\u5199\u4e00\u4e2a\u7b80\u5386\u5927\u7eb2 Markdown</li>\n<li>Codex prompt: \u6839\u636e\u5927\u7eb2\u5b8c\u5584\u7b80\u5386</li>\n<li>Codex prompt: \u627e\u5230\u7b80\u5386\u91cc\u9762\u7684\u95ee\u9898, \u53ef\u4ee5\u4f18\u5316\u7684\u5730\u65b9, \u8f93\u51fa\u5efa\u8bae, \u548c\u539f\u56e0, \u8868\u683c\u5f62\u5f0f</li>\n<li>\u6839\u636e\u7ed3\u679c\u7ee7\u7eed\u5b8c\u5584 Markdown, \u76f4\u5230\u6ee1\u610f</li>\n<li>\u4f7f\u7528 markdown-to-resume \u5de5\u5177\u751f\u6210 PDF, \u667a\u80fd\u4e00\u9875, \u5b8c\u7f8e\u7684 GitHub \u6837\u5f0f</li>\n</ol>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.jarvans.com/blog/202320260711221750452.png\"/></p>\n<p>\u8fd9\u4e2a\u5de5\u5177\u6211\u5f00\u6e90\u4e86, \u6b22\u8fce\u54c1\u9274, \u7ed9\u5efa\u8bae</p>\n<p><a href=\"https://jarvanstack.github.io/markdown-to-resume/\" rel=\"nofollow\">https://jarvanstack.github.io/markdown-to-resume/</a></p>\n"
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      "title": "\u9b54\u517d\u4e89\u9738 3 \u7f51\u9875\u7248", 
      "id": "https://www.v2ex.com/t/1226611", 
      "date_published": "2026-07-11T13:36:34+00:00", 
      "content_html": "\u5b8c\u5168\u5728\u6d4f\u89c8\u5668\u8fd0\u884c\u7684\u9b54\u517d\u4e89\u9738 3 \uff0c\u9b54\u6539 github v86 \u5b9e\u73b0\u4e86 opengl \u8f6c webgl \uff0c\u611f\u5174\u8da3\u7684\u8001\u54e5\u53ef\u4ee5\u8bd5\u8bd5\uff1a<br /><br /><br /><a target=\"_blank\" href=\"https://retrogaming.dpdns.org/\" rel=\"nofollow noopener\">https://retrogaming.dpdns.org/</a>"
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      "url": "https://www.v2ex.com/t/1226593", 
      "title": "codex \u6709\u6ca1\u6709\u8c03\u7528\u5176\u4ed6 AI \u8fdb\u884c\u5bf9\u6297\u7684 skills?", 
      "id": "https://www.v2ex.com/t/1226593", 
      "date_published": "2026-07-11T11:47:57+00:00", 
      "content_html": "\u6709\u4e9b\u95ee\u9898\u6bd4\u8f83\u6709\u96be\u5ea6,\u5e0c\u671b AI \u5706\u684c\u4f1a\u8bae\u4e00\u4e0b. \u6bd4\u5982 \"\u4e0e /claude \u8ba8\u8bba\u540e\u786e\u8ba4\u6700\u7ec8\u65b9\u6848\u540e\u6267\u884c\"<br />\u662f\u4e0d\u662f\u80fd\u76f4\u63a5\u770b\u5230\u70e7\u949e\u7968\u7684\u611f\u89c9?"
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      "url": "https://www.v2ex.com/t/1226583", 
      "title": "\u60f3\u8bd5\u8bd5 Fable 5 200 \u5200\u7684\u591f\u7528\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1226583", 
      "date_published": "2026-07-11T09:19:27+00:00", 
      "content_html": ""
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    {
      "author": {
        "url": "https://www.v2ex.com/member/sarcomtdgzxz", 
        "name": "sarcomtdgzxz", 
        "avatar": "https://cdn.v2ex.com/avatar/1fd3/eadd/627743_large.png?m=1783761238"
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      "url": "https://www.v2ex.com/t/1226581", 
      "title": "\u4f60\u4eec codex \u66f4\u65b0\u540e\u8fd8\u80fd\u4f7f\u7528 5.5\uff1f", 
      "id": "https://www.v2ex.com/t/1226581", 
      "date_published": "2026-07-11T09:14:17+00:00", 
      "content_html": "\u4e3a\u5565 codex \u66f4\u65b0\u7248\u672c\u540e\u53ea\u80fd\u9009\u62e9 5.6 \u4e86\uff1f"
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    {
      "author": {
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      "url": "https://www.v2ex.com/t/1226578", 
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      "id": "https://www.v2ex.com/t/1226448"
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        "url": "https://www.v2ex.com/member/albin504", 
        "name": "albin504", 
        "avatar": "https://cdn.v2ex.com/gravatar/de2d528207fa8e8f4fd3b4e4365e3626?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1226444", 
      "title": "\u817e\u8baf\u4e91\u5927\u6a21\u578b\u4e5f 429 \u4e86", 
      "id": "https://www.v2ex.com/t/1226444", 
      "date_published": "2026-07-10T09:40:28+00:00", 
      "content_html": "<p>exceeded retry limit, last status: 429 Too Many Requests, request id: eb42ca40-940c-4fbc-bafd-972dde8814f6</p>\n<p>\u8fd9\u4f1a\u513f\u53cd\u590d 429 \uff0c\u6ca1\u6cd5\u4f7f\u7528\u3002\n\u817e\u8baf\u4e91\u5927\u6a21\u578b api \uff08\u4e3b\u8981\u662f deepseek \u3001glm \u6a21\u578b\uff09\u7528\u4e86\u633a\u4e45\uff0c\u76f4\u89c2\u611f\u89c9\u6bd4\u963f\u91cc\u4e91\u6d41\u7545\u592a\u591a\uff0c\u51e0\u4e4e\u4e0d\u5361\u3002</p>\n<p>\u4eca\u5929\u7b2c\u4e00\u6b21\u9047\u5230\u4e25\u91cd\u9650\u6d41\u3002</p>\n"
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      "url": "https://www.v2ex.com/t/1226430", 
      "title": "\u505a\u4e86\u4e00\u4e2a\u7f51\u9875\u5212\u8bcd\u6807\u6ce8\u6269\u5c55 Markwise\uff0c\u652f\u6301\u9ad8\u4eae\u3001\u7b14\u8bb0\u3001\u5237\u65b0\u6062\u590d\u548c\u672c\u5730\u7ba1\u7406\uff0c\u6b22\u8fce\u8bd5\u7528\u548c\u62cd\r\n \u7816", 
      "id": "https://www.v2ex.com/t/1226430", 
      "date_published": "2026-07-10T08:59:08+00:00", 
      "content_html": "Chrome \u5546\u5e97\u5730\u5740\uff1a&lt;<a target=\"_blank\" href=\"https://chromewebstore.google.com/detail/markwise/gockcnafglkplkplfacoiapepoeilegj?authuser=0&amp;hl=zh-CN\" rel=\"nofollow noopener\">https://chromewebstore.google.com/detail/markwise/gockcnafglkplkplfacoiapepoeilegj?authuser=0&amp;hl=zh-CN</a>&gt;<br />\u6700\u8fd1\u505a\u7684\u4e00\u4e2a Chrome \u6269\u5c55 Markwise \u5df2\u7ecf\u5ba1\u6838\u901a\u8fc7\u4e0a\u67b6\u4e86\uff0c\u60f3\u53d1\u51fa\u6765\u8bf7\u5927\u5bb6\u8bd5\u7528<br />  \u4e00\u4e0b\uff0c\u4e5f\u6b22\u8fce\u63d0\u5efa\u8bae\u3002<br /><br />  Markwise \u7684\u5b9a\u4f4d\u6bd4\u8f83\u7b80\u5355\uff1a\u628a\u7f51\u9875\u53d8\u6210\u4e00\u4e2a\u53ef\u4ee5\u968f\u624b\u6807\u8bb0\u548c\u56de\u770b\u7684\u9605\u8bfb\u5de5\u4f5c\u533a\u3002<br /><br />  \u5e73\u65f6\u770b\u6280\u672f\u6587\u6863\u3001\u535a\u5ba2\u3001\u4ea7\u54c1\u8d44\u6599\u3001\u8bba\u6587\u7f51\u9875\u6216\u8005\u957f\u6587\u7ae0\u65f6\uff0c\u5f53\u770b<br />  \u5230\u4e00\u6bb5\u91cd\u8981\u5185\u5bb9\uff0c\u590d\u5236\u5230\u7b14\u8bb0\u8f6f\u4ef6\u53c8\u6709\u70b9\u6253\u65ad\u9605\u8bfb\uff0c\u4e0d\u590d\u5236\u540e\u9762\u53c8\u5f88\u96be\u627e\u56de\u6765\u3002\u6240\u4ee5\u6211\u505a\u4e86\u8fd9<br />  \u4e2a\u6269\u5c55\uff0c\u5e0c\u671b\u80fd\u66f4\u81ea\u7136\u5730\u5b8c\u6210\u201c\u5212\u8bcd\u3001\u6807\u6ce8\u3001\u8bb0\u4e00\u70b9\u60f3\u6cd5\u3001\u4e0b\u6b21\u8fd8\u80fd\u627e\u56de\u6765\u201d\u8fd9\u4ef6\u4e8b\u3002<br /><br />  \u76ee\u524d\u652f\u6301\u7684\u529f\u80fd\uff1a<br /><br />  - \u7f51\u9875\u5212\u8bcd\u540e\u5f39\u51fa\u60ac\u6d6e\u5de5\u5177\u6761<br />  - \u652f\u6301\u591a\u79cd\u6807\u6ce8\u6837\u5f0f\uff1a\u7eff\u8272\u3001\u7c89\u8272\u3001\u84dd\u8272\u3001\u9ec4\u8272\u9ad8\u4eae\u3001\u6ce2\u6d6a\u7ebf\u3001\u53cc\u4e0b\u5212\u7ebf\u3001\u5220\u9664\u7ebf\u3001\u906e\u6321\u3001\u9713<br />    \u8679\u53d1\u5149<br /><br />  - \u53ef\u4ee5\u7ed9\u9009\u4e2d\u7684\u6587\u5b57\u6dfb\u52a0\u7b14\u8bb0<br />  - \u5237\u65b0\u9875\u9762\u6216\u518d\u6b21\u8bbf\u95ee\u65f6\u81ea\u52a8\u6062\u590d\u6807\u6ce8<br />  - \u70b9\u51fb\u6269\u5c55\u56fe\u6807\u53ef\u4ee5\u5feb\u901f\u67e5\u770b\u5f53\u524d\u9875\u6807\u6ce8\u548c\u7b14\u8bb0<br />  - \u652f\u6301\u5bfc\u51fa\u5f53\u524d\u9875\u6807\u6ce8\u4e3a Markdown<br />  - \u8bbe\u7f6e\u9875\u91cc\u53ef\u4ee5\u67e5\u770b\u5df2\u4fdd\u5b58\u9875\u9762\u3001\u6807\u6ce8\u6570\u91cf\u3001\u9884\u4f30\u7a7a\u95f4\u5360\u7528\u548c\u4e00\u4e9b\u624b\u7ed8\u98ce\u7edf\u8ba1\u56fe<br />  - \u652f\u6301\u6e05\u7406\u957f\u671f\u672a\u66f4\u65b0\u7684\u65e7\u6807\u6ce8<br />  - \u6570\u636e\u9ed8\u8ba4\u4fdd\u5b58\u5728\u672c\u673a Chrome \u6269\u5c55\u5b58\u50a8\u4e2d<br /><br /><br />  Chrome \u5546\u5e97\u5730\u5740\uff1a <a target=\"_blank\" href=\"https://chromewebstore.google.com/detail/markwise/gockcnafglkplkplfacoiapepoeilegj?authuser=0&amp;hl=zh-CN\" rel=\"nofollow noopener\">https://chromewebstore.google.com/detail/markwise/gockcnafglkplkplfacoiapepoeilegj?authuser=0&amp;hl=zh-CN</a><br /><br />  \u76ee\u524d\u4ea7\u54c1\u8fd8\u6bd4\u8f83\u65e9\u671f\uff0c\u6211\u81ea\u5df1\u4e3b\u8981\u62ff\u5b83\u770b\u6587\u6863\u548c\u6587\u7ae0\u3002\u5982\u679c\u5927\u5bb6\u6709\u7c7b\u4f3c\u7f51\u9875\u9605\u8bfb\u3001\u8d44\u6599\u6574\u7406\u3001<br />  \u6807\u6ce8\u56de\u987e\u7684\u573a\u666f\uff0c\u6b22\u8fce\u8bd5\u8bd5\u770b\u3002<br /><br />  \u4e5f\u975e\u5e38\u5e0c\u671b\u542c\u5230\u5927\u5bb6\u7684\u5efa\u8bae\uff0c\u6bd4\u5982\uff1a<br /><br />  - \u54ea\u4e9b\u6807\u6ce8\u6837\u5f0f\u6709\u7528\uff0c\u54ea\u4e9b\u662f\u591a\u4f59\u7684<br />  - \u662f\u5426\u9700\u8981\u6807\u7b7e\u3001\u641c\u7d22\u3001\u6587\u4ef6\u5939<br />  - \u662f\u5426\u9700\u8981 Notion / Obsidian / Readwise \u5bfc\u51fa<br />  - \u662f\u5426\u9700\u8981\u4e91\u540c\u6b65<br />  - \u5f53\u524d\u4ea4\u4e92\u6709\u6ca1\u6709\u6253\u6270\u9605\u8bfb<br /><br />  \u6b22\u8fce\u8bd5\u7528\uff0c\u4e5f\u6b22\u8fce\u76f4\u63a5\u62cd\u7816\u3002"
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        "name": "workbest", 
        "avatar": "https://cdn.v2ex.com/avatar/3f0d/63a0/784404_large.png?m=1772172632"
      }, 
      "url": "https://www.v2ex.com/t/1226399", 
      "title": "AI \u65f6\u4ee3\uff0c\u7adf\u7136\u6709\u4eba\u8981\u82b1 3 \u4e07\u53bb\u5b66 AI \u7f16\u7a0b", 
      "id": "https://www.v2ex.com/t/1226399", 
      "date_published": "2026-07-10T07:23:43+00:00", 
      "content_html": "<p>\u8fd9\u8fdc\u8fdc\u8d85\u51fa\u6211\u7684\u8ba4\u77e5\u4e86\u3002\u3002\u3002\u3002</p>\n<p>\u8fd8\u6709\u524d\u51e0\u5929\u7684\u505a SEO GEO \u7684\u5927 V \u4e0d\u77e5\u9053 CDN</p>\n<p>\u770b\u6765\u641e\u94b1\u8fd8\u662f\u4e0b\u6c89\u5e02\u573a\u6bd4\u8f83\u597d</p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/Orangeee", 
        "name": "Orangeee", 
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      "url": "https://www.v2ex.com/t/1226385", 
      "title": "TypeScript 7.0 \u53d1\u5e03\u4e86\uff0c\u7f16\u8bd1\u901f\u5ea6\u6bd4\u4e4b\u524d\u5feb 10 \u500d", 
      "id": "https://www.v2ex.com/t/1226385", 
      "date_published": "2026-07-10T06:36:56+00:00", 
      "content_html": "<ul>\n<li>Go \u7248\u672c\u7f16\u8bd1\u901f\u5ea6\u6bd4\u4e4b\u524d\u5feb 10 \u500d</li>\n<li>\u66f4\u4f4e\u5185\u5b58\u5360\u7528\uff08eg: VsCode -18%\uff09</li>\n</ul>\n<p>\u539f\u6587\uff1a <a href=\"https://devblogs.microsoft.com/typescript/announcing-typescript-7-0/\" rel=\"nofollow\">https://devblogs.microsoft.com/typescript/announcing-typescript-7-0/</a></p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/he123", 
        "name": "he123", 
        "avatar": "https://cdn.v2ex.com/gravatar/eea48c3dabb885b92a5422490430ad23?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226379", 
      "title": "\u6781\u9650\u4e8c\u9009\u4e00", 
      "id": "https://www.v2ex.com/t/1226379", 
      "date_published": "2026-07-10T06:28:17+00:00", 
      "content_html": "<p>\u5bb6\u7528\u4e94\u5ea7 suv \uff0c\u6700\u591a 3 \u4eba\u51fa\u884c\uff0c\u5927\u90e8\u5206 2 \u4eba\u51fa\u884c\uff0c\u5750\u6807\u676d\u5dde\uff0c\u6781\u6c2a 7x \u548c\u851a\u6765 es6 \u9009\u62e9\u54ea\u4e2a</p>\n"
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    {
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        "url": "https://www.v2ex.com/member/anviod", 
        "name": "anviod", 
        "avatar": "https://cdn.v2ex.com/avatar/eecc/7819/205389_large.png?m=1782959684"
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      "url": "https://www.v2ex.com/t/1226370", 
      "title": "[\u5410\u69fd] CodePass \u6700\u8fd1\u662f\u4e0d\u662f\u5f7b\u5e95\u4e0d\u884c\u4e86\uff1f", 
      "id": "https://www.v2ex.com/t/1226370", 
      "date_published": "2026-07-10T05:56:15+00:00", 
      "content_html": "<p>\u4e4b\u524d\u770b\u8bba\u575b\u4e00\u5806\u4eba\u63a8\u8350 CodePass \uff0c\u8bf4\u4ec0\u4e48 Composer / Auto \u65e0\u9650\u7528\uff0c\u60f3\u7740\u5f00\u53d1\u9700\u6c42\u5927\uff0c\u4e00\u4e2a\u6708\u4e5f\u80fd\u5403 2 \u5230 3 \u4e2a\u4ebf token \uff0c\u5c31\u4e0a\u8f66\u8bd5\u4e86\u4e00\u4e0b\u3002</p>\n<p>\u7ed3\u679c\u6700\u8fd1\u4f53\u9a8c\u771f\u7684\u6709\u70b9\u79bb\u8c31\u3002</p>\n<p>\u5148\u662f\u75af\u72c2\u6389\u7ebf\uff1a</p>\n<p>\u5199\u4ee3\u7801\u5199\u5230\u4e00\u534a\uff0c\u7a81\u7136\u63d0\u793a\u9519\u8bef\u4fe1\u606f\uff0c\u4efb\u52a1\u8d85\u65f6\uff0c\u4e00\u5957\u6d41\u7a0b\u4e0b\u6765\u4eba\u90fd\u9ebb\u4e86\u3002</p>\n<p>\u7136\u540e\u73b0\u5728\u66f4\u72e0\uff1a</p>\n<p>\u76f4\u63a5\u63d0\u793a <strong>\u201c\u4efb\u52a1\u7e41\u5fd9\uff0c\u53f7\u6c60\u989d\u5ea6\u4e0d\u8db3\u201d</strong>\u3002 \u6216\u8005\u4e00\u76f4\u5361\u4f4f <strong>Planing next moves</strong> \u51e0\u4e2a\u5c0f\u65f6\u90fd\u4e0d\u52a8\u4e86</p>\n<p>\uff1f\uff1f\uff1f</p>\n<p>\u4e0d\u662f\u5ba3\u4f20\u65e0\u9650\u7528\u5417\uff1f</p>\n<p>\u600e\u4e48\u73b0\u5728\u611f\u89c9\u50cf\u5f00\u76f2\u76d2\uff0c\u7528\u4e0d\u7528\u5f97\u4e0a\u5168\u770b\u5f53\u5929\u670d\u52a1\u5668\u5fc3\u60c5\u3002</p>\n<p>\u9650\u5236\u5176\u5b9e\u53ef\u4ee5\u7406\u89e3\uff0c\u6bd5\u7adf AI \u6210\u672c\u6446\u5728\u90a3\u91cc\u3002</p>\n<p>\u4f46\u95ee\u9898\u662f\uff1a</p>\n<p>\u4e00\u5f00\u59cb\u5ba3\u4f20\u5f97\u50cf\u751f\u4ea7\u529b\u795e\u5668\uff0c\u7ed3\u679c\u7528\u8d77\u6765\u5404\u79cd\u9650\u5236\uff0c\u8fd9\u843d\u5dee\u771f\u7684\u6709\u70b9\u5927\u3002</p>\n<p>\u53bb\u8bba\u575b\u770b\u4e86\u4e00\u5708\uff0c\u597d\u50cf\u4e0d\u5c11\u4eba\u90fd\u9047\u5230\u4e86\u7c7b\u4f3c\u95ee\u9898\u3002</p>\n<p>\u4e0d\u77e5\u9053\u662f\u7528\u6237\u592a\u591a\u6491\u4e0d\u4f4f\u4e86\uff0c\u8fd8\u662f\u4e0a\u6e38\u9650\u5236\u4e86\uff0c\u53cd\u6b63\u73b0\u5728\u7a33\u5b9a\u6027\u662f\u771f\u7684\u62c9\u80ef\u3002</p>\n<p>\u4fbf\u5b9c\u6ca1\u95ee\u9898\uff0c\u4f46\u5f00\u53d1\u7528\u7684\u4e1c\u897f\u6700\u91cd\u8981\u5c31\u662f\u7a33\u5b9a\u3002</p>\n<p>\u6709\u6ca1\u6709\u5927\u4f6c\u63a8\u8350\u4e2a\u9760\u8c31\u7684 AI Coding \u670d\u52a1\uff1f</p>\n<p>\u9700\u6c42\uff1a</p>\n<ul>\n<li>\u6bcf\u6708\u5927\u6982 2-3 \u4ebf token</li>\n<li>\u4e3b\u8981\u5199\u4ee3\u7801</li>\n<li>\u4e0d\u6c42\u65e0\u9650\uff0c\u53ea\u6c42\u7a33\u5b9a</li>\n<li>\u80fd\u957f\u671f\u7528</li>\n</ul>\n<p>\u73b0\u5728\u771f\u7684\u4e0d\u60f3\u6bcf\u5929\u548c AI \u670d\u52a1\u6597\u667a\u6597\u52c7\u4e86</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Victor42", 
        "name": "Victor42", 
        "avatar": "https://cdn.v2ex.com/avatar/db2b/cfda/284083_large.png?m=1766590192"
      }, 
      "url": "https://www.v2ex.com/t/1226367", 
      "title": "\u901a\u8fc7 ChatGPT \u548c Codex \u7684\u5408\u5e76\uff0c\u89c2\u5bdf\u548c\u5bf9\u6bd4\u5404\u5bb6\u7684 AI \u4ea7\u54c1\u6574\u5408\u60c5\u51b5", 
      "id": "https://www.v2ex.com/t/1226367", 
      "date_published": "2026-07-10T05:53:17+00:00", 
      "content_html": "\u5176\u5b9e\u8fd9\u6b21 ChatGPT \u548c Codex \u5408\u5e76\uff0c\u6211\u6700\u5173\u5fc3\u7684\u4e00\u4e2a\u4e8b\u60c5\u662f Agent \u4ea7\u54c1\u7684\u6574\u5408\u8def\u5f84\u3002\u6bcf\u5bb6 AI \u5382\u5546\u7684\u6587\u672c\u6a21\u578b\u4ea7\u54c1\u90fd\u53ef\u4ee5\u7c97\u7565\u5206\u5230 3 \u6761\u7ebf\u91cc\uff1a\u5bf9\u8bdd\u3001\u672c\u5730 Agent \u3001\u4e91\u7aef Agent \u3002\u8fd9 3 \u79cd\u6211\u90fd\u6709\u4f7f\u7528\u573a\u666f\uff0c\u751a\u81f3\u8fd8\u9700\u8981\u63a7\u5236\u4e91\u624b\u673a\uff0c\u6240\u4ee5\u6211\u7684 AI \u5de5\u5177\u88c5\u5f97\u975e\u5e38\u6742\u975e\u5e38\u788e\uff0c\u8ba9\u4eba\u6709\u70b9\u5fc3\u667a\u8d1f\u62c5\u3002<br /><br />\u6211\u7279\u522b\u5173\u6ce8\u5b83\u4eec\u7684\u6574\u5408\u8d8b\u52bf\uff0c\u7279\u610f\u505a\u4e86\u8fd9\u5f20\u8868\uff0c\u53ef\u4ee5\u4e00\u76ee\u4e86\u7136\u770b\u5404\u5bb6\u516c\u53f8\u5185\u90e8\u7684\u4ea7\u54c1\u751f\u6001\u4f4d\u5206\u522b\u60c5\u51b5\uff1a<br /><a target=\"_blank\" href=\"https://my.feishu.cn/sheets/V8WdsqSbyh1yEKtD7Cbc3emQn4g?from=from_copylink\" rel=\"nofollow noopener\">https://my.feishu.cn/sheets/V8WdsqSbyh1yEKtD7Cbc3emQn4g?from=from_copylink</a><br /><br />\u53ef\u4ee5\u89c2\u5bdf\u51fa\u4e00\u4e9b\u6709\u610f\u601d\u7684\u7ed3\u8bba\uff1a<br />1. \u5927\u8d8b\u52bf\u662f\u5bf9\u8bdd AI \u4e00\u8def\u5411\u4e91\u7aef\u548c\u672c\u5730\u6269\u5f20\u3002<br />2. \u56fd\u5916\u5fa1\u4e09\u5bb6\u5404\u81ea\u6709\u6210\u719f\u6574\u5408\u65b9\u6848\uff0cOpenAI \u548c\u5b57\u8282\u6700\u8fd1\u624d\u521a\u5b8c\u6210\u6574\u5408\u3002<br />3. \u5176\u4f59\u5382\u5546\u5e76\u6ca1\u6709\u5360\u6ee1\u5404\u6761\u80fd\u529b\u7ebf\u3002<br />4. Cursor \u8d77\u6b65\u65e9\uff0c\u53d1\u5c55\u51fa\u4e00\u6761\u72ec\u7279\u8def\u7ebf\uff0c\u7531\u672c\u5730\u5411\u4e91\u7aef\u6269\u5f20\u3002<br />5. \u667a\u8c31\u6bcf\u6761\u7ebf\u80fd\u529b\u9f50\u5907\uff0c\u4f46\u7f3a\u4e4f\u6574\u5408\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/vultr", 
        "name": "vultr", 
        "avatar": "https://cdn.v2ex.com/gravatar/7ee92fc40a6c8ab3e4ebba24675b6e8e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226358", 
      "title": "\u7528 AI \u91cd\u65b0\u5199\u4e2a\u624b\u673a\u64cd\u4f5c\u7cfb\u7edf\u662f\u4e0d\u662f\u53ef\u884c\u7684\uff1f", 
      "id": "https://www.v2ex.com/t/1226358", 
      "date_published": "2026-07-10T05:27:17+00:00", 
      "content_html": "<p>\u6709\u6ca1\u6709\u4eba\u6709\u5174\u8da3\uff0c\u4e00\u8d77\u73a9\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hansonl", 
        "name": "hansonl", 
        "avatar": "https://cdn.v2ex.com/gravatar/ab7b1a5c43c0ea20b1a74ca2e315eaf8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226332", 
      "date_modified": "2026-07-10T03:29:44+00:00", 
      "content_html": "<p>\u4e2d\u8f6c\u7ad9, \u7528 cc switch \u5f3a\u5207 5.6 \u540e,  app \u663e\u793a custom\n\u6709\u5927\u4f6c\u89e3\u51b3\u4e86\u8fd9\u4e2a\u95ee\u9898\u5417\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.jarvans.com/blog/202320260710112924922.png\"/></p>\n", 
      "date_published": "2026-07-10T03:29:36+00:00", 
      "title": "codex app \u5207 5.6 \u663e\u793a custom, \u600e\u4e48\u89e3\u51b3?", 
      "id": "https://www.v2ex.com/t/1226332"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yangwa", 
        "name": "yangwa", 
        "avatar": "https://cdn.v2ex.com/gravatar/2f5c2cdb9404a1425f280b72db0e6b66?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226327", 
      "title": "\u6709\u4f7f\u7528 codebuddy \u7684 IDEA \u63d2\u4ef6\u5417\uff1f\u600e\u4e48\u6027\u80fd\u600e\u4e48\u5dee\uff0c\u817e\u8baf\u7684\u5f00\u53d1\u6c34\u5e73\u8fd9\u4e48\u5dee\u4e86\uff1f", 
      "id": "https://www.v2ex.com/t/1226327", 
      "date_published": "2026-07-10T03:14:48+00:00", 
      "content_html": "<ul>\n<li>\u5bf9\u8bdd\u7a0d\u5fae\u591a\u51e0\u8f6e\uff0c\u5bfc\u81f4\u63d2\u4ef6\u529f\u80fd\u5361\u6b7b\uff0c\u6dfb\u52a0\u6587\u4ef6\u3001\u6253\u5f00\u5386\u53f2\u8bb0\u5f55\u3001\u8f93\u5165\u6846\u5361\u6b7b</li>\n<li>\u4ee3\u7801\u6587\u4ef6 2k-3k \u884c\u7684\u60c5\u51b5\uff0c\u6dfb\u52a0\u5230\u5bf9\u8bdd\u5927\u6982\u7387\u5361\u6b7b<br/>\n\u4ee5\u4e0a\u662f\u4e0a\u4e00\u4e2a\u7248\u672c\u7684\u95ee\u9898\uff0c\u6628\u5929\u53d1\u73b0\u6709\u66f4\u65b0\uff0c\u70b9\u4e86\u66f4\u65b0\uff0c<strong>\u5bf9\u8bdd\u8bb0\u5f55\u88ab\u6e05\u7a7a\uff0c\u521a\u597d\u5347\u7ea7\u524d\u6709\u5728\u65b0\u5f00\u53d1\u4e00\u4e2a\u529f\u80fd\uff0c\u5bf9\u8bdd\u4e86\u51e0\u8f6e\u8fd8\u6ca1\u5b9e\u65bd\uff0c\u5de5\u4f5c\u5185\u5bb9\u4e22\u5931 IDEA \u7248\u672c\u662f 2025.1.7.1</strong><br/>\n\u770b\u4ed6\u4eec\u7684\u66f4\u65b0\u5185\u5bb9\uff1a\u5f88\u591a\u4e5f\u662f\u89e3\u51b3\u5361\u6b7b\u7684\u95ee\u9898\uff0c\u6000\u7591\u4ee3\u7801\u662f AI \u751f\u6210\u6216\u8005\u662f\u5b9e\u4e60\u751f\u5f00\u53d1\u7684\u5427</li>\n</ul>\n<pre><code>[4.9.14]\n\u65b0\u589e Agent \u7f16\u8f91\u65f6\u6a21\u578b\u9009\u62e9\u652f\u6301\u7ee7\u627f\u81ea\u5b9a\u4e49 Agent \u7684\u914d\u7f6e\n\u4f18\u5316\u7f16\u7801\u65f6\u5185\u8054\u8865\u5168\u8f93\u5165\u4f53\u9a8c\uff0c\u4fee\u590d\u5361\u987f\u95ee\u9898\n\u4fee\u590d Agent \u6267\u884c\u7ec8\u7aef\u547d\u4ee4\u540e\u83b7\u53d6\u7ed3\u679c\u5361\u987f\u7684\u95ee\u9898\n\u4fee\u590d\u6267\u884c\u4efb\u52a1\u65f6\u5076\u73b0\u957f\u65f6\u95f4\u5361\u4f4f\u65e0\u54cd\u5e94\u7684\u95ee\u9898\n\u4fee\u590d\u68c0\u67e5\u70b9\u300c\u4fdd\u7559\u300d\u6309\u94ae\u5076\u73b0\u70b9\u51fb\u4e0d\u751f\u6548\u7684\u95ee\u9898\n\u4fee\u590d\u5bf9\u8bdd\u56de\u9000\u540e\u6587\u4ef6\u53d8\u66f4\u65e0\u6cd5\u63a5\u53d7/\u62d2\u7edd\u7684\u95ee\u9898\n\u4fee\u590d\u6a21\u578b\u9009\u62e9\u5076\u73b0\u81ea\u52a8\u8df3\u56de Auto \u6a21\u5f0f\u7684\u95ee\u9898\n\u4fee\u590d\u81ea\u5b9a\u4e49\u6a21\u578b\u5076\u73b0 400 \u62a5\u9519\u7684\u95ee\u9898\n\u4fee\u590d\u8fdc\u7a0b\u8fde\u63a5\u4e0b\u6587\u4ef6\u5217\u8868\u5076\u73b0\u663e\u793a\u5f02\u5e38\u7684\u95ee\u9898\n\u4fee\u590d\u8d26\u53f7\u5207\u6362\u540e\u6b63\u5728\u8fdb\u884c\u4e2d\u7684\u4efb\u52a1\u5076\u73b0\u4e22\u5931\u7684\u95ee\u9898\n\u4fee\u590d\u5b50\u4ee3\u7406\u5076\u73b0\u65e0\u6cd5\u5173\u95ed\u7684\u95ee\u9898\n\u4fee\u590d\u5207\u6362\u8d26\u53f7\u767b\u5f55\u540e\u5bf9\u8bdd\u9762\u677f\u7a7a\u767d\u7684\u95ee\u9898\n\u4fee\u590d\u81ea\u5b9a\u4e49 Agent \u8fdb\u5165\u8bbe\u7f6e\u9875\u9000\u51fa\u540e\u6a21\u5f0f\u88ab\u91cd\u7f6e\u7684\u95ee\u9898\n\u4fee\u590d\u5bf9\u8bdd\u6846\u8f93\u5165 Skill \u540d\u79f0\u5076\u73b0\u52a0\u8f7d\u4e0d\u5230\u7684\u95ee\u9898\n\u4fee\u590d\u5185\u7f6e\u6d4f\u89c8\u5668\u6253\u5f00 Figma \u540e\u9875\u9762\u5d29\u6e83\u7684\u95ee\u9898\n\u4fee\u590d MCP \u670d\u52a1\u7981\u7528\u540e\u4ecd\u81ea\u52a8\u91cd\u8fde\u7684\u95ee\u9898\n\u4fee\u590d @ \u6587\u4ef6\u68c0\u7d22\u591a\u6839\u5de5\u4f5c\u533a\u540c\u540d\u6587\u4ef6\u5939\u53ea\u8fd4\u56de\u4e00\u4e2a\u7684\u95ee\u9898\n\u4fee\u590d\u589e\u5f3a\u63d0\u793a\u8bcd\u5931\u8d25\u65f6\u672a\u5c55\u793a\u53cb\u597d\u9519\u8bef\u63d0\u793a\u7684\u95ee\u9898\n\u4fee\u590d\u8fdc\u7a0b\u8fde\u63a5\u4e0b\u7c98\u8d34\u6587\u4ef6\u5076\u73b0\u5361\u6b7b\u7684\u95ee\u9898\n\u4fee\u590d Ask \u6a21\u5f0f\u4e0b\u5bf9\u8bdd\u6846\u5f39\u7a97\u906e\u6321\u64cd\u4f5c\u6309\u94ae\u7684\u95ee\u9898\n\u4fee\u590d\u4e0a\u4e0b\u6587\u8d85\u957f\u81ea\u52a8\u603b\u7ed3\u540e\u5bf9\u8bdd\u5361\u6b7b\u7684\u95ee\u9898\n\u4fee\u590d\u672a\u542f\u7528\u5185\u8054\u5bf9\u8bdd\u65f6\u5feb\u6377\u952e\u88ab\u5360\u7528\u7684\u95ee\u9898\n\u4fee\u590d\u5371\u9669\u6307\u4ee4\u9700\u8981\u4e24\u6b21\u786e\u8ba4\u624d\u80fd\u6267\u884c\u7684\u95ee\u9898```</code></pre>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/DeepSIeep", 
        "name": "DeepSIeep", 
        "avatar": "https://cdn.v2ex.com/avatar/142d/6dc1/758918_large.png?m=1774259572"
      }, 
      "url": "https://www.v2ex.com/t/1226313", 
      "title": "\u8ba9 5.6 sol \u6839\u636e\u9879\u76ee\u9664\u4e86\u4e00\u5957\u4e09\u4e2a\u89c6\u89d2\u7684\u4eba\u4f53\u6a21\u578b\u56fe\u7247\uff0c\u8017\u8d39\u4e86 50%\u70b9\u989d\u5ea6", 
      "id": "https://www.v2ex.com/t/1226313", 
      "date_published": "2026-07-10T02:48:50+00:00", 
      "content_html": "\u597d\u7528\u4e48\uff1a \u597d\u7528\uff0c\u771f\u9999<br />\u8fd8\u60f3\u7528\u4e48\uff1a \u7a77\uff08\u5fc5\u987b\u662f\u5927 pro \u624d\u80fd\u655e\u5f00\u7528\uff09"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shineonme", 
        "name": "shineonme", 
        "avatar": "https://cdn.v2ex.com/avatar/4591/5ed1/592401_large.png?m=1779412251"
      }, 
      "url": "https://www.v2ex.com/t/1226310", 
      "date_modified": "2026-07-10T02:47:15+00:00", 
      "content_html": "<p>\u9759\u6001\u56fe\u653e\u5728\u4e86\u5e16\u5b50\u6700\u4e0b\u9762\uff0c\u7f51\u5740\uff1a <a href=\"https://gpt-5-6-cn-intro.familiar-nova.workers.dev\" rel=\"nofollow\">https://gpt-5-6-cn-intro.familiar-nova.workers.dev</a></p>\n<p>Prompt:</p>\n<pre><code>\u53c2\u8003 https://openai.com/index/gpt-5-6/ \u7684\u6587\u5b57\u5185\u5bb9\uff0c\u751f\u6210\u4e00\u4e2a Web \u4ecb\u7ecd\u9875\u9762\uff0c\u4e0d\u8981\u8c03\u7528\u4efb\u4f55 Skill \uff0c\u7f51\u9875\u6587\u5b57\u4e3a\u4e2d\u6587\n</code></pre>\n<p>\u751f\u6210\u540e\u53c8\u7528\u4e24\u53e5\u5bf9\u8bdd\u8ba9\u4ed6\u5c06\u5176\u90e8\u7f72\u5728\u4e86\u6700\u8fd1 Cloudflare \u63a8\u51fa\u7684\u4e34\u65f6\u516c\u5f00\u90e8\u7f72\u529f\u80fd\u4e0a</p>\n<p><img alt=\"1\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/gsiJTcx.png\"/></p>\n<p><img alt=\"2\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/NLQHbCl.png\"/></p>\n<p>\u5176\u4e2d\u7684\u4e00\u4e9b\u52a8\u6001\u6548\u679c\u611f\u89c9\u633a\u60ca\u8273\u7684\uff0c\u770b\u4e0b\u9762\u7684\u9759\u6001\u56fe\u53ef\u80fd\u770b\u4e0d\u51fa\u4ec0\u4e48\uff0c\u5efa\u8bae\u53bb\u4e0a\u9762\u7684\u7f51\u5740\u67e5\u770b\u6548\u679c</p>\n<p><img alt=\"gpt-5.6\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/sJh9kbH.png\"/></p>\n", 
      "date_published": "2026-07-10T02:42:59+00:00", 
      "title": "GPT-5.6 Sol Ultra \u8dd1\u534a\u4e2a\u5c0f\u65f6\u5199\u51fa\u6765\u7684\u7f51\u9875\u957f\u8fd9\u6837", 
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        "url": "https://www.v2ex.com/member/knight0zh", 
        "name": "knight0zh", 
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      "date_published": "2026-07-10T02:21:43+00:00", 
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      "title": "\u5982\u4f55\u5c4f\u853d\u6ee1\u5c4f\u7684 AI \u76f8\u5173\u7684\u4e3b\u9898\uff0c\u771f\u65e0\u804a", 
      "id": "https://www.v2ex.com/t/1226270", 
      "date_published": "2026-07-10T01:45:42+00:00", 
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    {
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        "name": "PythoneerDev6", 
        "avatar": "https://cdn.v2ex.com/avatar/cbd8/985b/230281_large.png?m=1783620332"
      }, 
      "url": "https://www.v2ex.com/t/1226210", 
      "date_modified": "2026-07-09T18:09:39+00:00", 
      "content_html": "<p><a href=\"https://github.com/xiyouMc/grok-hud\" rel=\"nofollow\">https://github.com/xiyouMc/grok-hud</a> </p>\n<p>Grok4.5 \u6574\u7684\u8fd8\u884c\uff0c\u6709\u90a3\u4e48\u70b9\u610f\u601d</p>\n<p><img alt=\"grok-hud\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/xiyouMc/grok-hud/main/grok-hud-preview.png\"/></p>\n", 
      "date_published": "2026-07-09T18:05:45+00:00", 
      "title": "Grok4.5 \u521a\u53d1\u5e03\uff0c\u5c31\u7528\u5b83\u6413\u4e86\u4e2a grok-hud", 
      "id": "https://www.v2ex.com/t/1226210"
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    {
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        "url": "https://www.v2ex.com/member/zhangbuda", 
        "name": "zhangbuda", 
        "avatar": "https://cdn.v2ex.com/avatar/d6de/01ee/636983_large.png?m=1750237042"
      }, 
      "url": "https://www.v2ex.com/t/1226209", 
      "title": "\u5f53\u6211\u4e00\u5929\u82b1\u5149\u4e86 300 \u7f8e\u5200\u7528\u6765 ai \u5199\u4ee3\u7801\uff0c\u6211\u7684\u95ee\u9898\u8fd8\u662f\u6ca1\u6709\u5f97\u5230\u89e3\u51b3\uff0c\u6211\u610f\u8bc6\u5230 ai \u53ea\u6709\u5728\u8f85\u4f50\u6ca1\u6709\u601d\u60f3", 
      "id": "https://www.v2ex.com/t/1226209", 
      "date_published": "2026-07-09T17:28:07+00:00", 
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        "url": "https://www.v2ex.com/member/bwnjnOEI", 
        "name": "bwnjnOEI", 
        "avatar": "https://cdn.v2ex.com/gravatar/4e7301254e43636901dae3c071e739ca?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226195", 
      "date_modified": "2026-07-09T15:35:50+00:00", 
      "content_html": "<p>\u524d\u63d0\u4e0d\u4f7f\u7528\u4efb\u4f55 LLM Gateway</p>\n<p>\u5982\u9898\uff0c\u4eca\u5929\u51fa\u95ee\u9898\u4e86 zcode \u52a0\u4e86\u5b57\u6bb5 opencode \u90a3\u8fb9\u4e0d\u8ba4</p>\n<pre><code>ZCode \u62a5\u9519\u4fe1\u606f\n\n\u62a5\u9519\u6458\u8981\nError from provider: Extra inputs are not permitted, field: 'extra_body'\n\nTraceID: a3c0beb8-c0db-4d7f-a8f7-b2fd7e44f26a\n\n\u62a5\u9519\u8be6\u60c5\nTurn execution failed\nprovider=e6946690-f10b-4b8d-8fd1-4fe4895658ff provider_code=invalid_request_error model=glm-5.2 request=ba64ec8b-2a19-4db1-8391-f76b18f5d290 reason=invalid_request status=400 retryable=false\n</code></pre>\n<p>\u8ba9 cc opus \u4fee\u590d\u4e86\u5185\u5bb9\u5982\u4e0b\uff0c\u53d1\u7ed9\u4f60\u7684 agent \u8ba9\u4ed6\u5e2e\u4f60\u4fee\uff0c\u66ff\u4f60\u7701 token\uff1a</p>\n<pre><code class=\"language-md\">\u505a\u4e86\u4ec0\u4e48\n\u5907\u4efd\u4e86\u539f\u59cb\u6587\u4ef6\uff1a/opt/ZCode/resources/glm/zcode.cjs.bak\n\nPatch \u4e86 hbn() \u51fd\u6570\uff08 zcode.cjs \u4f4d\u7f6e ~1958824 \uff09\uff1a\n\n\u4e4b\u524d\uff1aextra_body: { chat_template_kwargs: { reasoning_effort: \"max\" } } \u2192 \u88ab\u5c55\u5f00\u5230\u8bf7\u6c42\u4f53\u9876\u5c42\uff0copencode \u4ee3\u7406\u4e0d\u8ba4\n\u4e4b\u540e\uff1areasoningEffort: \"max\" \u2192 \u6807\u51c6 OpenAI \u517c\u5bb9\u5b57\u6bb5\uff0c\u88ab AI SDK \u63d0\u53d6\u4e3a reasoning_effort\nPatch \u4e86 fPo() \u51fd\u6570\uff08\u4f4d\u7f6e ~8919210 \uff09\uff1a\n\n\"off\" \u63a8\u7406\u7ea7\u522b\u7684 extra_body: { thinking: { type: \"disabled\" } } \u2192 reasoningEffort: \"low\"\nconfig.json \u4e5f\u4fdd\u7559\u4e86 reasoning \u914d\u7f6e\uff08\u4f5c\u4e3a\u989d\u5916\u4fdd\u62a4\u5c42\uff0c\u867d\u7136\u5b9e\u9645\u4e0a\u88ab bbn defaults \u8986\u76d6\u4e86\uff09\n\n\u4e3a\u4ec0\u4e48 config.json \u5355\u72ec\u4e0d\u591f\nZCode \u7684 bbn \u6a21\u578b\u9ed8\u8ba4\u914d\u7f6e\u6570\u7ec4\u4e2d\u6709\u4e24\u6761\u89c4\u5219\u5339\u914d glm-5.2\uff1a\n\nglm-thinking-toggle \uff08\u5339\u914d\u6240\u6709\u542b \"glm\" \u7684\u6a21\u578b\uff09\nglm-5.2-reasoning-depth \uff08\u5339\u914d glm-5.2 \uff09\n\u4e24\u6761\u90fd\u8bbe\u7f6e\u4e86 replaceReasoning: true \uff0c\u5728 AZt() \u51fd\u6570\u4e2d\u5f3a\u5236\u8986\u76d6 config.json \u4e2d\u7684 reasoning \u914d\u7f6e\u3002\u6240\u4ee5\u5fc5\u987b patch \u6e90\u7801\u3002\n</code></pre>\n<p>\u4e5f\u4e0d\u77e5\u9053 glm coding plan \u4e70\u4e0d\u5230\u7528\u522b\u4eba\u5bb6\u7684\u4e5f\u4e0d\u8ba9\u7528\u662f\u600e\u4e48\u4e2a\u610f\u601d\uff1f</p>\n<p>\u53e6\u5916\u4f60\u8fd8\u9700\u751f\u6210\u914d\u5957\u7684\u5347\u7ea7\u9632\u8986\u76d6\u811a\u672c</p>\n", 
      "date_published": "2026-07-09T15:30:43+00:00", 
      "title": "\u4f60\u4eec\u5728 zcode v3.3.3 \u4f7f\u7528 opencode go glm-5.2 \u51fa\u95ee\u9898\u4e86\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1226195"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xinjingliu05", 
        "name": "xinjingliu05", 
        "avatar": "https://cdn.v2ex.com/gravatar/96d77d06442319b2407659a98a61d0f7?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226163", 
      "title": "AI \u7f16\u8bd1\u5668\u6280\u672f\u6c99\u9f99 0801 \u5317\u4eac\u7ad9\uff01", 
      "id": "https://www.v2ex.com/t/1226163", 
      "date_published": "2026-07-09T11:22:30+00:00", 
      "content_html": "<p>AI Compiler \u6280\u672f\u6c99\u9f99 8.1 \u8981\u6765\u5317\u4eac\u529e\u4e86\uff01 HyperAI \u9080\u8bf7\u5230\u6765\u81ea\u667a\u6e90\u3001TileRT \u56e2\u961f\u3001\u817e\u8baf\u3001\u534e\u4e3a\u6607\u817e\u3001\u667a\u5143\u521b\u65b0\u7684\u591a\u4f4d\u4e13\u5bb6\uff0c\u56f4\u7ed5\u4ee5\u4e0b\u65b9\u5411\u8fdb\u884c\u5206\u4eab\uff1a</p>\n<ul>\n<li>\n<p>FlagTree \u8bed\u8a00\u6269\u5c55</p>\n</li>\n<li>\n<p>TileRT \u8d85\u4f4e\u5ef6\u8fdf\u63a8\u7406</p>\n</li>\n<li>\n<p>FalconGEMM \u7b97\u5b50\u4f18\u5316</p>\n</li>\n<li>\n<p>AscendNPU IR \u5f00\u6e90\u5171\u5efa</p>\n</li>\n<li>\n<p>\u9762\u5411\u5177\u8eab\u667a\u80fd\u7684\u5e94\u7528\u5b9e\u8df5</p>\n</li>\n<li>\n<p>\u6d3b\u52a8\u94fe\u63a5\uff1a<a href=\"https://go.hyper.ai/TuhIj\" rel=\"nofollow\">https://go.hyper.ai/TuhIj</a></p>\n</li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/1874w", 
        "name": "1874w", 
        "avatar": "https://cdn.v2ex.com/avatar/9921/b66e/626951_large.png?m=1782749574"
      }, 
      "url": "https://www.v2ex.com/t/1226154", 
      "title": "\u7ec8\u4e8e\u8f6e\u5230\u6211\u4e86\uff0c Codex \u53c8\u53c8\u53c8\u91cd\u7f6e\u4e86", 
      "id": "https://www.v2ex.com/t/1226154", 
      "date_published": "2026-07-09T10:06:42+00:00", 
      "content_html": "<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/0jVuaNR.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/KazeTsuyu", 
        "name": "KazeTsuyu", 
        "avatar": "https://cdn.v2ex.com/gravatar/dbad12c4fe22cfafc405b2903e3fd7da?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226151", 
      "title": "codex \u7a81\u7136\u5237\u65b0\u989d\u5ea6\u4e86", 
      "id": "https://www.v2ex.com/t/1226151", 
      "date_published": "2026-07-09T09:48:16+00:00", 
      "content_html": "<p>\u672c\u6765\u6211\u662f\u660e\u5929\u5237\u65b0\u989d\u5ea6\u7684\uff0c\u521a\u521a\u7a81\u7136\u53d8\u6210 99%\u4e86</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wcwcxiaobin", 
        "name": "wcwcxiaobin", 
        "avatar": "https://cdn.v2ex.com/gravatar/69c5b4ff374ebd97303fd714f24f1a9c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226140", 
      "date_modified": "2026-07-09T08:59:23+00:00", 
      "content_html": "<a target=\"_blank\" href=\"https://pub.mini-tools.uk/7-day/2e35ce5d-d04a-4e40-8cfe-3ff4823ce306.png\" rel=\"nofollow noopener\">https://pub.mini-tools.uk/7-day/2e35ce5d-d04a-4e40-8cfe-3ff4823ce306.png</a>", 
      "date_published": "2026-07-09T08:56:34+00:00", 
      "title": "grok4.5 \u592a\u5f3a\u4e86", 
      "id": "https://www.v2ex.com/t/1226140"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yifei2", 
        "name": "yifei2", 
        "avatar": "https://cdn.v2ex.com/gravatar/522b2ce5bdb43c60de1fb819f447d47e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226134", 
      "title": "codex \u7684\u989d\u5ea6\u662f\u4e0d\u662f\u51fa\u95ee\u9898\u4e86\uff0c\u53d8\u6765\u53d8\u53bb\u7684", 
      "id": "https://www.v2ex.com/t/1226134", 
      "date_published": "2026-07-09T08:44:27+00:00", 
      "content_html": "codex \u7684\u989d\u5ea6\u4eca\u5929\u53d8\u6765\u53d8\u53bb\u7684\uff0c\u4e00\u5f00\u59cb\u6211\u8fd8\u4ee5\u4e3a\u91cd\u7f6e\u4e86\uff0c\u7ed3\u679c\u4e0d\u662f\uff0c\u4eca\u5929\u53d8\u6765\u53d8\u53bb\u4e86\u597d\u51e0\u6b21\u4e86<br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/8LywqEC.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/8LywqEC.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/sOE0O4Z.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/sOE0O4Z.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ko20", 
        "name": "ko20", 
        "avatar": "https://cdn.v2ex.com/avatar/85c3/656c/599998_large.png?m=1747099205"
      }, 
      "url": "https://www.v2ex.com/t/1226128", 
      "title": "\u5206\u4eab\u4e2a\u5c0f\u811a\u672c\uff1a\u5c06\u4efb\u610f\u957f\u5ea6\u7684\u89c6\u9891\u8f6c\u6362\u6210 motion photo / \u52a8\u6001\u56fe\u7247 / \u5b9e\u51b5\u7167\u7247\uff0c\u53ef\u53d1\u5c0f\u7ea2\u4e66", 
      "id": "https://www.v2ex.com/t/1226128", 
      "date_published": "2026-07-09T08:35:07+00:00", 
      "content_html": "<p>\u5c0f\u7ea2\u4e66\u6d4b\u8bd5\u4e86\u6b63\u5e38\uff0c\u5ba2\u6237\u7aef\u548c web \u7aef\u90fd\u6b63\u5e38\uff0c\u5c01\u9762\u56fe\u3001\u97f3\u753b\u90fd OK</p>\n<p>\u670b\u53cb\u5708\u6d4b\u8bd5\u4e86\u4e00\u4e0b\u4e0d\u884c\uff0c\u53ea\u5c55\u793a\u4e86\u9759\u6001\u7167\u7247\uff0c\u53ef\u80fd\u88ab\u5fae\u4fe1\u8ba4\u4e3a\u4e0d\u591f\u89c4\u8303 [\u6342\u8138]</p>\n<p>\u811a\u672c\u517c\u5bb9 windows/macOS/linux</p>\n<p>\u611f\u5174\u8da3\u7684\u670b\u53cb\u6b22\u8fce\u53bb\u5c1d\u8bd5: <a href=\"https://github.com/hellodk34/make_motion_photo\" rel=\"nofollow\">https://github.com/hellodk34/make_motion_photo</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wsseo", 
        "name": "wsseo", 
        "avatar": "https://cdn.v2ex.com/gravatar/76d2c2c844d4bfb2b4fbec4d2151b02f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226126", 
      "title": "Windows \u7248\u7684 QQ \u97f3\u4e50 bug \u8fd8\u771f\u591a", 
      "id": "https://www.v2ex.com/t/1226126", 
      "date_published": "2026-07-09T08:23:05+00:00", 
      "content_html": "\u7ecf\u5e38\u5361\u6b7b\uff08\u9047\u5230\u597d\u51e0\u6b21\uff09\uff0c\u641c\u7d22\u529f\u80fd\u70b9\u4e0d\u4e86\uff0c\u64ad\u653e\u70b9\u4e86\u6ca1\u53cd\u5e94\u3002<br />\u4e0d\u77e5\u9053\u662f\u7528\u4ec0\u4e48\u5f00\u53d1\u7684\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/tg11", 
        "name": "tg11", 
        "avatar": "https://cdn.v2ex.com/gravatar/f336ff094ec4d6520b3e3bc570e8d2c3?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226114", 
      "title": "\u53d7\u591f\u4e86\u81c3\u80bf\u7684 AI \u4e2d\u8f6c\u7ba1\u7406\u9762\u677f\uff0c\u6211\u505a\u4e86\u4e00\u4e2a\u66f4\u8f7b\u91cf\u7684\u5f00\u6e90\u7248", 
      "id": "https://www.v2ex.com/t/1226114", 
      "date_published": "2026-07-09T07:35:06+00:00", 
      "content_html": "<p>\u6700\u8fd1\u505a\u4e86\u4e00\u4e2a\u5f00\u6e90\u5c0f\u9879\u76ee\uff1a<strong>ModelPort</strong></p>\n<p>GitHub\uff1a\n<a href=\"https://github.com/tg111/modelport\" rel=\"nofollow\">https://github.com/tg111/modelport</a></p>\n<p>Demo\uff1a\n<a href=\"https://tg111.github.io/modelport/\" rel=\"nofollow\">https://tg111.github.io/modelport/</a></p>\n<p>\u505a\u8fd9\u4e2a\u9879\u76ee\u7684\u539f\u56e0\u5f88\u7b80\u5355\uff1a\u6211\u4e4b\u524d\u7528\u8fc7 <a href=\"https://github.com/router-for-me/CLIProxyAPI\" rel=\"nofollow\">CLIProxyAPI</a>\uff0c\u529f\u80fd\u786e\u5b9e\u591a\uff0c\u4f46\u5bf9\u6211\u6765\u8bf4\u6709\u70b9\u592a\u81c3\u80bf\u4e86\u3002</p>\n<p>\u6211\u66f4\u60f3\u8981\u7684\u662f\u4e00\u4e2a\u7b80\u5355\u70b9\u7684\u5de5\u5177\uff1a</p>\n<ul>\n<li>\u80fd\u7ba1\u7406\u591a\u4e2a AI \u4e2d\u8f6c\u7ad9</li>\n<li>\u80fd\u7ed9\u6a21\u578b\u8bbe\u7f6e\u4ee3\u7406\u540d</li>\n<li>\u80fd\u6309\u540c\u4e00\u4e2a\u6a21\u578b\u540d\u505a\u6e20\u9053\u8f6e\u8be2</li>\n<li>\u67d0\u4e2a\u6e20\u9053\u5931\u8d25\u65f6\u81ea\u52a8\u5207\u5230\u4e0b\u4e00\u4e2a</li>\n<li>\u80fd\u770b\u5230\u6bcf\u4e2a\u6e20\u9053\u7684\u8c03\u7528\u8bb0\u5f55\u548c\u6210\u529f / \u5931\u8d25\u60c5\u51b5</li>\n<li>UI \u5c3d\u91cf\u6e05\u723d\u4e00\u70b9</li>\n</ul>\n<p>\u6240\u4ee5\u5c31\u505a\u4e86 <strong>ModelPort</strong>\u3002</p>\n<p>\u6211\u4e0d\u662f\u60f3\u505a\u4e00\u4e2a\u5927\u800c\u5168\u7684\u5e73\u53f0\uff0c\u6838\u5fc3\u76ee\u6807\u5c31\u662f\uff1a</p>\n<blockquote>\n<p>\u628a\u591a\u4e2a OpenAI-compatible \u4e2d\u8f6c\u7ad9\uff0c\u7edf\u4e00\u6210\u4e00\u4e2a\u672c\u5730 API \u7f51\u5173\uff0c\u5e76\u63d0\u4f9b\u7b80\u6d01\u7684\u7ba1\u7406\u540e\u53f0\u3002</p>\n</blockquote>\n<p>\u76ee\u524d\u652f\u6301 Responses API \u3001Chat Completions \u3001\u56fe\u7247\u751f\u6210 / \u7f16\u8f91\u63a5\u53e3\uff0c\u4e5f\u53ef\u4ee5\u7ed9 Codex \u5f53\u672c\u5730 provider \u7528\u3002</p>\n<p>\u5982\u679c\u4f60\u4e5f\u53ea\u662f\u60f3\u8981\u4e00\u4e2a\u8f7b\u91cf\u3001\u76f4\u89c2\u3001\u80fd\u770b\u8c03\u7528\u8bb0\u5f55\u7684\u4e2d\u8f6c\u7ad9\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u8bd5\u8bd5\u3002</p>\n<p>\u6b22\u8fce\u63d0 issue / PR \u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/retaniko", 
        "name": "retaniko", 
        "avatar": "https://cdn.v2ex.com/gravatar/c47b543e6245d83a2c58305aee5e17d2?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226090", 
      "title": "GPT-Image2 \u8fd9\u4e24\u5929\u57fa\u672c\u7528\u4e0d\u4e86", 
      "id": "https://www.v2ex.com/t/1226090", 
      "date_published": "2026-07-09T06:17:17+00:00", 
      "content_html": "<p>\u7ecf\u5e38\u5361\u5728\u5fae\u8c03\u4e00\u4e0b\uff0c\u7136\u540e\u63d0\u793a\u56fe\u7247\u751f\u6210\u5931\u8d25</p>\n"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/loveava", 
        "name": "loveava", 
        "avatar": "https://cdn.v2ex.com/gravatar/2b920a5c039af7618c740f2f9b884ff4?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226089", 
      "title": "\u5982\u4eca\u56de\u5934\u770b\u770b\u5341\u5e74\u524d AI \u5199\u4ee3\u7801\u76f8\u5173\u5e16\u5b50\u771f\u662f\u611f\u89e6\u9887\u6df1", 
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