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      "url": "https://v2ex.6688988.xyz/t/1229636", 
      "title": "\u7f8e\u56e2\u9886\u53d6 38-22 \u7b49\u5927\u989d\u4f18\u60e0\u5238\u723d\u5403 KFC", 
      "id": "https://v2ex.6688988.xyz/t/1229636", 
      "date_published": "2026-07-24T11:31:12+00:00", 
      "content_html": "<p>\u4e3b\u8981\u601d\u8def\u662f\u4f4e\u4ef7\u83b7\u53d6 5 \u5143\u65e0\u95e8\u69db\u5238\uff0c\u4ee5\u53ca\u8ba9 5 \u5143\u65e0\u95e8\u69db\u5377\u5c3d\u53ef\u80fd\u81a8\u80c0\u5f97\u66f4\u5927\u3002</p>\n<h2>part 1\uff1a\u8d85\u4f4e\u4ef7\u83b7\u53d6\u7f8e\u56e2 5 \u5143\u65e0\u95e8\u69db\u5238</h2>\n<p><strong>\u590d\u5236\u4e0b\u9762\u8fd9\u6bb5\u5185\u5bb9\u6253\u5f00\u7f8e\u56e2\u5373\u53ef 9.9 \u5143\u8d2d\u4e70 \u201c5 \u5143 x6 \u5f20 x12 \u4e2a\u6708 \u603b\u8ba1 72 \u5f20\u201d \u7684\u65e0\u95e8\u69db\u4f18\u60e0\u5238</strong>\uff1a</p>\n<pre><code class=\"language-text\"> [\u590f\u5b63\u7279\u60e0] \n9.9 \u5143\u8d2d 360 \u5143\u795e\u5238\u5305\n [\u56e2\u53e3\u4ee4]  1 \u6765\u7f8e\u56e2\uff0c\u5403\u5f97\u66f4\u597d\uff0c\u751f\u6d3b\u66f4\u597d\u2764\ufe0f\u590d\u5236\u6574\u6761\u4fe1\u606f\uff0c\u6253\u5f00\ud83d\udc49\u7f8e\u56e2\ud83d\udc48 http:/\ud83d\udcb0goYmQ1ZmM1NDg\ud83d\udcb0\n</code></pre>\n<p>\u8be5\u6d3b\u52a8 8 \u6708 31 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\u5f20\uff1b</p>\n<p>\u6bcf\u79cd\u5238\u5305\u5728\u6d3b\u52a8\u671f\u95f4\u53ea\u80fd\u8d2d\u4e70\u4e00\u6b21\uff0c<strong>\u6240\u4ee5\u6211\u7684\u622a\u56fe\u4e2d\u663e\u793a 12 \u4e2a\u6708\u90a3\u4e2a\u552e\u7f44\uff0c\u5b9e\u9645\u4e0a\u5927\u5bb6\u590d\u5236\u8fd9\u4e2a\u53e3\u4ee4\u662f\u4ecd\u7136\u80fd\u8d2d\u4e70\u7684\u3002</strong></p>\n<p>\u5982\u679c\u9700\u6c42\u6bd4\u8f83\u5927\uff0c\u628a\u53e6\u5916\u4e24\u4e2a\u5238\u5305\u4e5f\u4e70\u4e86\u4e5f\u662f\u6ca1\u95ee\u9898\u7684\u3002</p>\n<h2>part 2\uff1a\u8ba9 5 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src=\"https://i.imgur.com/cxzQ9jq.png\"/></p>\n<p><strong>\u7b2c\u4e8c\u6b65</strong>\uff1a</p>\n<p>\u5207\u6362\u5230\u201c\u5316\u5dde\u5e02\u7b2c\u4e8c\u4e2d\u5b66\u201d\u4e4b\u540e\uff0c\u70b9\u51fb\u201c\u5916\u5356\u201d\u3002\u7136\u540e\u5bfb\u627e\u4e00\u4e2a\u81a8\u80c0\u529b\u5ea6\u6bd4\u8f83\u5927\u7684\u5546\u5bb6\u3002</p>\n<p>\u4ee5\u56fe\u4e2d\u663e\u793a\u7684\u534e\u83b1\u58eb\u4e3a\u4f8b\uff0c\u70b9\u8fdb\u53bb\u770b\u3002\u70b9\u51fb\u56fe 3 \u7bad\u5934\u2460\u90a3\u4e2a\u6309\u94ae\u5373\u53ef\u67e5\u770b\u80fd\u81a8\u80c0\u54ea\u4e9b\u989d\u5ea6\u3002</p>\n<p>\u5982\u56fe 3 \u6240\u793a\uff0c\u8fd9\u4e2a\u80fd\u81a8\u80c0\u6210\u201c30-22\u201d\uff0c\u4f46\u662f\u5305\u542b\u4e86 5 \u5143\u7684\u201c\u672c\u5e97\u8865\u8d34\u201d\uff0c\u8bf4\u660e\u6700\u7ec8\u80fd\u83b7\u5f97\u201c30-17\u201d\u7684\u5238\u3002\u81f3\u4e8e\u90a3\u4e2a\u201c\u672c\u5e97\u4e13\u4eab\u201d\u662f\u4e0d\u9700\u8981\u62c5\u5fc3\u7684\uff0c\u5b83\u7684\u610f\u601d\u662f\u201c\u81a8\u80c0\u795e\u5238\u5546\u5bb6\u4e13\u4eab\u201d\uff0c\u6240\u4ee5\u62ff\u5230\u7684\u81a8\u80c0\u7ed3\u679c\u80fd\u7528\u4e8e\u4efb\u4f55\u4e00\u5bb6\u81a8\u80c0\u795e\u5238\u5546\u5bb6\uff0c\u4f8b\u5982\u4f60\u5bb6\u9644\u8fd1\u7684 KFC \u3001\u9ea6\u5f53\u52b3\u7b49\u7b49\u3002</p>\n<p>\u8fd9\u5bb6\u534e\u83b1\u58eb\u7684\u81a8\u80c0\u7ed3\u679c\u8fd8\u4e0d\u591f\u4f18\uff0c\u6211\u4eec\u518d\u627e\u4e0b\u4e00\u5bb6\uff0c\u5927\u5bb6\u53ef\u4ee5\u76f4\u63a5\u6284\u6211\u7684\u4f5c\u4e1a\u3002</p>\n<p>\u5982\u56fe 4 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src=\"https://i.imgur.com/LBjMdIT.png\"/></p>\n<p><strong>\u7b2c\u4e09\u6b65</strong>\uff1a</p>\n<p>\u5728\u6211\u4eec\u521a\u624d\u627e\u5230\u7684\u201c\u871c\u96ea\u51b0\u57ce\uff08\u9274\u6c5f\u533a\u4e8c\u4e2d\u5e97\uff09\u201d\u91cc\u9762\uff0c\u5f80\u8d2d\u7269\u8f66\u52a0\u4e1c\u897f\uff08<strong>\u52a0\u8d2d\u4ec0\u4e48\u5e76\u4e0d\u91cd\u8981\uff0c\u56e0\u4e3a\u6211\u4eec\u4e0d\u4ed8\u6b3e</strong>\uff09\uff0c\u76f4\u5230\u8fbe\u5230 38 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5 \u5143\u795e\u5238\u5df2\u7ecf\u81a8\u80c0\u6210\u201c38-22\u201d\u4e86\uff0c\u5c06\u7f8e\u56e2\u7684\u5730\u5740\u5207\u6362\u56de\u81ea\u5df1\u7684\u5730\u5740\u53bb\u4f7f\u7528\u5373\u53ef\u3002</p>\n<p>\u6b63\u597d\u5468\u672b\u7684 KFC \u6709\u201c\u5468\u672b\u75af\u72c2\u62fc\u201d\uff0c\u660e\u5929\u53c8\u80fd\u723d\u5403\u4e86\u3002\u6700\u540e\u9644\u4eca\u5929\u7684\u6218\u7ee9\u4e00\u5f20\uff1a\uff09</p>\n<p><img alt=\"\u56fe\u7247\u6ce8\u91ca\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/oUwUOo2.png\"/></p>\n<p><img alt=\"\u56fe\u7247\u6ce8\u91ca\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/Rn2KkbV.png\"/></p>\n<p><img alt=\"\u56fe\u7247\u6ce8\u91ca\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/raweSpi.png\"/></p>\n<p>\u5927\u5bb6\u5982\u679c\u53d1\u73b0\u4e86\u6709\u54ea\u4e9b\u5730\u65b9\u7684\u5e97\u94fa\u7684\u81a8\u80c0\u529b\u5ea6\u6bd4\u8f83\u5927\uff0c\u522b\u5fd8\u4e86\u5728\u8bc4\u8bba\u533a\u5206\u4eab\u4e00\u4e0b\u3002</p>\n"
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      "url": "https://v2ex.6688988.xyz/t/1229622", 
      "title": "\u5c0f\u7c73\u7a7a\u8c03\u8fc7\u4fdd\u574f", 
      "id": "https://v2ex.6688988.xyz/t/1229622", 
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      "title": "\u8bb0\u5f55\u4e00\u6b21\u9ad8\u6027\u80fd\u8ba1\u7b97\u4ee3\u7801\u8fc1\u79fb\u7684\u7ecf\u5386", 
      "id": "https://v2ex.6688988.xyz/t/1229579", 
      "date_published": "2026-07-24T07:47:05+00:00", 
      "content_html": "<h2>\u5b9e\u9a8c\u524d\u63d0</h2>\n<p>\u540c\u4e00\u4e2a CFD \u6c42\u89e3\u5668\u7528\u4e09\u79cd\u8bed\u8a00\u5404\u5199\u4e86\u4e00\u904d\uff1aFortran 90 \u539f\u7248\uff08 2.5 \u4e07\u884c\u6e90\u4ee3\u7801\uff09\u3001NumPy+Numba \u79fb\u690d\u3001Julia \u79fb\u690d\u3002</p>\n<p>\u5173\u952e\u4e0d\u662f\u5199\u4e86\u4e09\u904d\uff0c\u800c\u662f\u7ea6\u675f\uff1a0 ULP \u4f4d\u7ea7\u4e00\u81f4\uff0c1500 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\uff09</td>\n<td>59.9s</td>\n<td>\u2014</td>\n<td>39.9ms</td>\n</tr>\n<tr>\n<td><strong>Julia 1.12.6</strong></td>\n<td><strong>50.8s</strong></td>\n<td><strong>38.9s</strong></td>\n<td><strong>33.9ms</strong></td>\n</tr>\n<tr>\n<td>Python + Numba 0.65.1</td>\n<td>96.9s</td>\n<td>65.6s</td>\n<td>64.6ms</td>\n</tr>\n</tbody></table><p>Julia \u5355\u7ebf\u7a0b\u8d62 Fortran 15%\uff0c8 \u7ebf\u7a0b\u8d62 Numba 8T \u8fbe 40.7%\u3002Fortran \u4ee3\u7801\u65e0\u591a\u7ebf\u7a0b\u5b9e\u73b0\uff0cJulia \u7684\u5e76\u884c\u80fd\u529b\u662f\u989d\u5916\u7ea2\u5229\u3002Python \u5373\u4f7f Numba \u52a0\u6301\u30018 \u7ebf\u7a0b\u62c9\u6ee1\uff0c\u4ecd\u8ffd\u4e0d\u4e0a Fortran \u5355\u7ebf\u7a0b\u3002</p>\n<h2>Julia \u4e3a\u4ec0\u4e48\u80fd\u8d62 Fortran</h2>\n<p>Fortran \u7edf\u6cbb HPC \u516d\u5341\u5e74\uff0c\u9760\u7684\u4e0d\u662f\u5386\u53f2\u60ef\u6027\uff0c\u662f\u7f16\u8bd1\u5668\u5bf9\u6570\u503c\u5faa\u73af\u7684\u6781\u81f4\u4f18\u5316\u3002\u4f46\u8fd9\u6b21\u5b83\u8f93\u4e86\uff0c\u539f\u56e0\u503c\u5f97\u5206\u6790\u3002</p>\n<p><strong>\u5bf9\u6bd4\u662f\u5426\u516c\u5e73\uff1f</strong>Fortran \u548c Julia \u90fd\u662f\u5217\u4e3b\u5e8f\u30011-based \u6570\u7ec4\uff0c\u5185\u5b58\u8bbf\u95ee\u6a21\u5f0f\u4e00\u81f4\uff0c\u8c01\u4e5f\u6ca1\u6709\u8f6c\u7f6e\u6216\u8de8\u6b65\u7684\u989d\u5916\u6210\u672c\u3002</p>\n<p><strong>\u7ea6\u675f\u662f\u5426\u516c\u5e73\uff1f</strong>\u4e3a\u4e86\u4fdd\u8bc1 0 ULP \uff0cFortran \u7f16\u8bd1\u5fc5\u987b\u52a0 <code>-ffp-contract=off</code>\uff0c\u7981\u6b62\u628a <code>a*b+c</code> \u878d\u5408\u6210 FMA \uff08 FMA \u53ea\u820d\u5165\u4e00\u6b21\uff0c\u7ed3\u679c\u4e0d\u540c\uff09\u3002Julia \u9ed8\u8ba4\u5c31\u4e0d\u751f\u6210 FMA \uff0c\u5927\u5bb6\u8ba9\u4e86\u540c\u4e00\u6761\u80f3\u818a\u3002</p>\n<p><strong>\u4e3a\u4ec0\u4e48\u8f93\u4e86\uff1f</strong>LLVM \u540e\u7aef\u7684\u5373\u65f6\u4f18\u5316\u66f4\u61c2\u8fd9\u9897 CPU \u3002gfortran \u7684\u524d\u7aef\u4f18\u5316\u5df2\u7ecf\u5f88\u5f3a\uff0c\u4f46 Julia \u7684 JIT \u5728\u540c\u4e00\u4e2a LLVM \u57fa\u7840\u4e0a\u505a\u4e86\u4e00\u5c42\u8fd0\u884c\u65f6\u7279\u5316\uff0c\u914d\u5408 <code>@inbounds</code> \u6d88\u6389\u5168\u90e8\u8fb9\u754c\u68c0\u67e5\uff0c\u5728\u901a\u91cf\u7ec4\u88c5\u8fd9\u7c7b\u4e0d\u89c4\u5219\u8bbf\u5b58\u5faa\u73af\u4e0a\u751f\u6210\u4e86\u66f4\u7d27\u51d1\u7684\u4ee3\u7801\u300215% \u7684\u5dee\u8ddd\u4e0d\u5927\uff0c\u4f46\u8db3\u4ee5\u8bf4\u660e Fortran \u4e0d\u53ef\u8d85\u8d8a\u5df2\u7ecf\u662f\u4e0a\u4e2a\u65f6\u4ee3\u7684\u6545\u4e8b\u3002</p>\n<h2>Numba \u6551\u4e86 Pyton 500 \u500d\uff0c\u4f46\u6551\u4e0d\u4e86\u5168\u90e8</h2>\n<p>\u5148\u770b\u4e00\u7ec4\u60ca\u609a\u6570\u5b57\uff0c\u7eaf Python \u8dd1\u8fd9\u4e2a\u6c42\u89e3\u5668\u662f 34.4 \u79d2/\u6b65\uff0cNumba \u7f16\u8bd1\u70ed\u5faa\u73af\u540e\u662f 64.6 \u6beb\u79d2/\u6b65\uff0c500 \u500d\u63d0\u5347\uff0cNumba \u65e0\u6127\u4e8e Python \u79d1\u7b97\u751f\u6001\u7684\u6551\u661f\u3002</p>\n<p>\u4f46\u5269\u4e0b\u7684 1.9 \u500d\u5dee\u8ddd\uff08\u5bf9 Julia \uff09\u6765\u81ea\u4e09\u4e2a\u786c\u4f24\uff1a</p>\n<ul>\n<li><strong>FFI \u5f00\u9500</strong>\uff1a0 ULP \u8981\u6c42\u8d85\u8d8a\u51fd\u6570\u9010\u4f4d\u590d\u73b0\u65e7 msvcrt.dll \u7684\u5b9e\u73b0\uff0cPython \u53ea\u80fd\u8d70 ctypes \u8c03\u7528\uff0c\u6bcf\u6b21\u8c03\u7528\u90fd\u662f\u4e00\u6b21\u89e3\u91ca\u5668\u8fb9\u754c\u7684\u8de8\u8d8a\uff0c\u800c\u4e14 ctypes \u8fdb\u4e0d\u4e86 Numba \u7684 njit \u5185\u6838\uff0c\u542b exp/pow \u7684\u5faa\u73af\u53ea\u80fd\u7559\u5728\u7eaf Python \u5c42\u3002Julia \u7684 <code>ccall</code> \u662f\u96f6\u5f00\u9500\u539f\u751f\u8c03\u7528\uff0c\u540c\u4e00\u4e2a msvcrt \uff0c\u4e24\u79cd\u547d\u8fd0\u3002</li>\n<li><strong>\u884c\u4e3b\u5e8f\u7684\u8bc5\u5492</strong>\uff1aFortran \u6570\u636e\u662f\u5217\u4e3b\u5e8f\uff0cNumPy \u9ed8\u8ba4 C-order \u3002\u8981\u4e48\u8f6c\u7f6e\uff08\u62f7\u8d1d\u6210\u672c\uff09\uff0c\u8981\u4e48\u8de8\u6b65\u8bbf\u95ee\uff08\u7f13\u5b58\u4e0d\u53cb\u597d\uff09\uff0c\u4e8c\u9009\u4e00\u90fd\u75bc\u3002</li>\n<li><strong>\u4e24\u904d\u6cd5\u7684\u9690\u6027\u7a0e</strong>\uff1a\u4e3a\u4e86\u5e76\u884c\u65f6\u4fdd\u6301\u6c42\u548c\u987a\u5e8f\u4e0d\u53d8\uff0c\u9762\u5faa\u73af\u8981\u62c6\u6210\u5e76\u884c\u5199\u7f13\u51b2 + \u4e32\u884c\u7d2f\u52a0\u4e24\u904d\u3002Numba \u91cc\u7f13\u51b2\u533a\u5206\u914d\u548c\u62f7\u8d1d\u7684\u6210\u672c\u6bd4 Julia \u9ad8\u51fa\u4e00\u622a\u3002</li>\n</ul>\n<h2>\u5185\u5b58\u5e26\u5bbd\u662f\u591a\u7ebf\u7a0b\u5929\u82b1\u677f</h2>\n<p>\u4e24\u79cd\u8bed\u8a00\u7684\u591a\u7ebf\u7a0b\u52a0\u901f\u6bd4\u90fd\u7b97\u4e0d\u4e0a\u597d\u770b\uff1aJulia 1.31x \uff0cPython 1.48x \uff0c\u800c\u4e14\u90fd\u5728 2~4 \u7ebf\u7a0b\u5c31\u9971\u548c\u4e86\u3002</p>\n<p>\u6559\u79d1\u4e66\u4f1a\u544a\u8bc9\u4f60\u8fd9\u662f Amdahl \u5b9a\u5f8b\uff0cLUSGS \u6c42\u89e3\u5668\u7684 Gauss-Seidel \u9012\u63a8\u5360 30%\uff0c\u672c\u8d28\u4e32\u884c\u3002\u4f46\u7b97\u4e00\u4e0b\u5c31\u77e5\u9053\u4e0d\u5bf9\uff1a\u5c31\u7b97 30% \u7eaf\u4e32\u884c\uff0c8 \u7ebf\u7a0b\u7684\u7406\u8bba\u52a0\u901f\u4e5f\u6709 2.5 \u500d\u3002\u5b9e\u6d4b\u5dee\u5f97\u8fdc\uff0c\u771f\u6b63\u7684\u74f6\u9888\u662f<strong>\u5185\u5b58\u5e26\u5bbd</strong>\u3002\u901a\u91cf\u5faa\u73af\u5bf9\u6d41\u573a\u5927\u6570\u7ec4\u505a\u6d41\u5f0f\u8bfb\u5199\uff0c\u5de5\u4f5c\u96c6\u51e0\u5341 MB \uff0c\u8fdc\u8d85 L3 \u7f13\u5b58\u3002\u4e00\u4e2a\u6838\u5c31\u80fd\u628a DDR5 \u53cc\u901a\u9053\u5403\u51fa\u5927\u534a\uff0c\u516b\u4e2a\u6838\u53ea\u662f\u5728\u6392\u961f\u7b49\u6570\u636e\u3002</p>\n<p>\u8fd8\u6709\u4e2a\u63d2\u66f2\uff1ai7-12700KF \u662f P/E \u6df7\u5408\u67b6\u6784\uff0c\u6211\u4eec\u628a Julia \u7ebf\u7a0b\u9489\u5230 P \u6838\u4e0a\uff0c\u7ed3\u679c\u53cd\u800c\u6162\u4e86 12%\uff08 45.7s vs 40.4s \uff09\u2014\u2014Windows \u8c03\u5ea6\u5668\u628a\u7ebf\u7a0b\u6492\u5230\u5168\u90e8 20 \u4e2a\u903b\u8f91\u6838\u4e0a\uff0c\u53cd\u800c\u644a\u8584\u4e86\u5e26\u5bbd\u7ade\u4e89\u3002\u628a\u8c03\u5ea6\u5668\u4ece <code>:static</code> \u6362\u6210 <code>:dynamic</code>\uff08\u8ba9\u5feb\u7684\u6838\u591a\u5e72\u70b9\uff09\uff0c\u53c8\u767d\u6361 4%\u3002\u8fd9\u7c7b\u5fae\u4f18\u5316\u7684\u6536\u76ca\u56e0\u673a\u800c\u5f02\uff0c\u6ca1\u6709\u666e\u9002\u7b54\u6848\u3002</p>\n<h2>\u7ed3\u8bba</h2>\n<p><strong>\u6027\u80fd\u5929\u82b1\u677f</strong>\uff1aJulia \u2248 Fortran \u226b Python+Numba \u3002\u65b0\u9879\u76ee\u5199\u6570\u503c\u5185\u6838\uff0cJulia \u5df2\u7ecf\u662f\u7b2c\u4e00\u68af\u961f\u7684\u9009\u62e9\uff0c\u4e0d\u662f\"\u6f5c\u529b\u80a1\"\u3002</p>\n<p><strong>\u751f\u6001\u4e92\u64cd\u4f5c</strong>\uff1a0 ULP \u573a\u666f\u662f\u4e92\u64cd\u4f5c\u6210\u672c\u7684\u7167\u5996\u955c\u3002Julia \u7684 ccall \u96f6\u5f00\u9500\u76f4\u8fde Fortran \u65f6\u4ee3\u7684\u4e8c\u8fdb\u5236\u5e93\uff0cPython \u7684 ctypes \u6bcf\u6b21\u8c03\u7528\u90fd\u5728\u4ea4\u7a0e\u3002\u5b58\u91cf Fortran \u8d44\u4ea7\u8d8a\u91cd\uff0c\u8fd9\u4e2a\u5dee\u8ddd\u8d8a\u503c\u94b1\u3002</p>\n<p><strong>\u7cbe\u786e\u63a7\u5236\u6d6e\u70b9\u884c\u4e3a\u7684\u80fd\u529b</strong>\uff1a\u8fd9\u662f\u672c\u573a\u5bf9\u6bd4\u7684\u9690\u85cf\u4e3b\u9898\u3002\u8981\u6c42\u9010\u4f4d\u590d\u73b0\u9057\u4ea7\u4ee3\u7801\u65f6\uff0cJulia \u7ed9\u51fa\u4e86\u4e00\u5957\u7ec4\u5408\u62f3\uff1a\u539f\u751f Float32/Float64 \u4e92\u8f6c\uff08\u590d\u73b0 <code>REAL(a)/REAL(b)</code> \u7684 f32 \u5546\uff09\u3001\u9ed8\u8ba4\u65e0 FMA \u3001\u6574\u6570\u5e42\u81ea\u52a8\u5c55\u5f00\u4e3a\u4e58\u6cd5\u94fe\u3001\u5217\u4e3b\u5e8f\u3002Python \u6bcf\u4e00\u6761\u90fd\u8981\u624b\u5de5\u7ed5\uff08<code>np.float32</code> \u5546\u3001libm ctypes \u3001<code>_powi</code> \u624b\u5199\uff09\uff0c\u6bcf\u4e00\u6761\u90fd\u662f bug \u7684\u6ecb\u751f\u5730\u3002</p>\n<h2>\u6d4b\u8bd5\u73af\u5883</h2>\n<p>\u786c\u4ef6\u4e0e\u5e73\u53f0\uff1ai7-12700KF / Windows 10 \uff0c\u6240\u6709\u5b9e\u73b0\u5bf9\u540c\u4e00\u7b97\u4f8b 1500 \u6b65\u8f93\u51fa\u9010\u5b57\u8282\u4e00\u81f4\u3002</p>\n<p>\u7f16\u8bd1\u5668\u7248\u672c\u4fe1\u606f\uff1a</p>\n<ul>\n<li>gfortran 16.1 \uff08-O3 -march=native -ffp-contract=off -flto \uff09</li>\n<li>Julia 1.12.6</li>\n<li>Python 3.11 + Numba 0.65.1 (TBB)</li>\n</ul>\n<p>\u6d4b\u8bd5\u4ec5\u9488\u5bf9\u672c\u9879\u76ee\u800c\u8a00\u7684\uff0c\u4e0d\u540c\u9879\u76ee\u53ef\u80fd\u6709\u6240\u5dee\u5f02\uff0c\u7406\u6027\u5bf9\u6bd4\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/peefy", 
        "name": "peefy", 
        "avatar": "https://cdn.v2ex.com/avatar/74a2/6245/602284_large.png?m=1784860759"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1229486", 
      "date_modified": "2026-07-25T01:52:55+00:00", 
      "content_html": "<p>\u6211\u662f OpenLoomi \u7684\u6280\u672f\u8d1f\u8d23\u4eba\uff0c\u4e0b\u9762\u8fd9\u5957\u7528\u6cd5\u6765\u81ea\u6211\u4eec\u56e2\u961f\u5b9e\u9645\u4f7f\u7528\u8bb0\u5f55\u5206\u4eab\u3002</p>\n<hr/>\n<p>\u4f5c\u4e3a\u7814\u53d1\u8d1f\u8d23\u4eba\uff0c\u6211\u6bcf\u5929\u90fd\u5728 GitHub \u3001Linear \u3001\u90ae\u7bb1\u548c\u5404\u79cd\u9879\u76ee\u6587\u6863\u4e4b\u95f4\u6765\u56de\u5207\u6362\u3002</p>\n<p>\u767d\u5929\u5904\u7406\u9700\u6c42\u3001\u6280\u672f\u65b9\u6848\u548c\u7a81\u53d1\u95ee\u9898\uff0c\u665a\u4e0a\u8fd8\u8981\u56de\u5934\u770b\u56e2\u961f\u4eca\u5929\u63d0\u4ea4\u4e86\u54ea\u4e9b\u4ee3\u7801\u3001\u9879\u76ee\u63a8\u8fdb\u5230\u54ea\u91cc\u3001\u6709\u54ea\u4e9b\u65b0 Issue \uff0c\u4ee5\u53ca\u54ea\u4e9b PR \u6b63\u5728\u7b49\u5f85 Review \u3002</p>\n<p>\u8fd9\u4e9b\u4e8b\u60c5\u5e76\u4e0d\u96be\uff0c\u4f46\u5f88\u7410\u788e\uff0c\u4e5f\u5f88\u5bb9\u6613\u88ab\u66f4\u7d27\u6025\u7684\u5de5\u4f5c\u6253\u65ad\uff1a\u65e5\u62a5\u5fd8\u4e86\u6574\u7406\uff0cGitHub Issue \u6ca1\u6709\u53ca\u65f6\u540c\u6b65\u5230 Linear \uff0c\u91cd\u8981\u7684 PR \u88ab\u6df9\u6ca1\u5728\u901a\u77e5\u91cc\u3002\u7b49\u771f\u6b63\u53d1\u73b0\u65f6\uff0c\u53ef\u80fd\u5df2\u7ecf\u62d6\u4e86\u4e00\u4e24\u5929\u3002</p>\n<p>\u6211\u60f3\u8981\u7684\u4e0d\u662f\u53e6\u4e00\u4e2a\u9700\u8981\u6211\u4e3b\u52a8\u63d0\u95ee\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u800c\u662f\u4e00\u4e2a\u80fd\u6309\u65f6\u5b8c\u6210\u56fa\u5b9a\u4efb\u52a1\u3001\u5728\u51fa\u73b0\u91cd\u8981\u53d8\u5316\u65f6\u518d\u6765\u627e\u6211\u7684\u5de5\u5177\u3002</p>\n<h2>\u7b2c\u4e00\u4ef6\u4e8b\uff1a\u6bcf\u5929\u6574\u7406\u7814\u53d1\u8fdb\u5c55</h2>\n<p>\u4ee5\u524d\u60f3\u4e86\u89e3\u56e2\u961f\u5f53\u5929\u505a\u4e86\u4ec0\u4e48\uff0c\u6211\u901a\u5e38\u8981\u5148\u6253\u5f00 GitHub\uff1a</p>\n<ul>\n<li>\n<p>\u67e5\u770b\u5f53\u5929\u7684 Commit</p>\n</li>\n<li>\n<p>\u5224\u65ad\u6bcf\u4e2a Commit 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\u3002</p>\n<h2>\u7b2c\u4e8c\u4ef6\u4e8b\uff1a\u540c\u6b65 GitHub Issue \u548c Linear</h2>\n<p>\u6211\u4eec\u7528 GitHub \u7ba1\u4ee3\u7801\u548c\u6280\u672f\u95ee\u9898\uff0c\u4e5f\u7528 Linear \u505a\u4efb\u52a1\u6392\u671f\u548c Sprint \u7ba1\u7406\u3002</p>\n<p>\u5b9e\u9645\u4f7f\u7528\u65f6\uff0c\u4e24\u5957\u7cfb\u7edf\u4e4b\u95f4\u7ecf\u5e38\u51fa\u73b0\u65ad\u5c42\u3002GitHub \u65b0\u5efa Issue \u540e\uff0c\u8fd8\u8981\u6709\u4eba\u624b\u52a8\u590d\u5236\u5230 Linear \uff1b\u5982\u679c\u53ea\u590d\u5236\u6807\u9898\u548c\u6b63\u6587\uff0c\u5f88\u591a\u4e0a\u4e0b\u6587\u90fd\u4f1a\u4e22\u5931\uff1a</p>\n<ul>\n<li>\n<p>Issue \u5173\u8054\u4e86\u54ea\u4e9b PR \u548c Commit \uff1f</p>\n</li>\n<li>\n<p>\u8bc4\u8bba\u533a\u5df2\u7ecf\u8ba8\u8bba\u8fc7\u4ec0\u4e48\uff1f</p>\n</li>\n<li>\n<p>\u95ee\u9898\u5e94\u8be5\u5982\u4f55\u590d\u73b0\uff1f</p>\n</li>\n<li>\n<p>\u5b83\u5c5e\u4e8e\u54ea\u4e2a\u9879\u76ee\uff1f</p>\n</li>\n<li>\n<p>\u5e94\u8be5\u8bbe\u7f6e\u4ec0\u4e48\u4f18\u5148\u7ea7\uff1f</p>\n</li>\n</ul>\n<p>\u4e0b\u4e00\u4f4d\u63a5\u624b\u7684\u4eba\u4ecd\u7136\u8981\u8fd4\u56de GitHub \uff0c\u91cd\u65b0\u7406\u89e3\u95ee\u9898\u3002</p>\n<p>\u6240\u4ee5\u6211\u53c8\u5efa\u4e86\u4e00\u4e2a\u5468\u671f\u4efb\u52a1\uff0c\u6309\u56fa\u5b9a\u9891\u7387\u68c0\u67e5\u5f53\u5929\u65b0\u589e\u7684 GitHub Issue \u3002</p>\n<p>\u5b83\u4e0d\u662f\u7b80\u5355\u590d\u5236\u5185\u5bb9\uff0c\u800c\u662f\u5148\u6574\u7406\u5173\u8054\u7684\u8ba8\u8bba\u548c\u4ee3\u7801\u4e0a\u4e0b\u6587\uff0c\u518d\u5199\u5165 Linear \u3002\u540c\u6b65\u65f6\u4f1a\u901a\u8fc7\u6765\u6e90 URL \u5224\u65ad\u8fd9\u4e2a Issue \u662f\u5426\u5df2\u7ecf\u521b\u5efa\u8fc7\u5de5\u5355\uff1a\u5982\u679c\u5df2\u7ecf\u5b58\u5728\uff0c\u5c31\u66f4\u65b0\u539f\u6709\u5185\u5bb9\uff0c\u800c\u4e0d\u662f\u91cd\u590d\u521b\u5efa\u3002</p>\n<p>\u5982\u679c\u67d0\u4e2a\u4ed3\u5e93\u9700\u8981\u4e0d\u540c\u7684\u5b57\u6bb5\u6620\u5c04\uff0c\u4e5f\u53ef\u4ee5\u7528\u4ed3\u5e93\u7ea7\u914d\u7f6e\u5355\u72ec\u8986\u76d6\u3002</p>\n<h2>\u7b2c\u4e09\u4ef6\u4e8b\uff1a\u5728\u9700\u8981 Review \u65f6\u518d\u63d0\u9192\u6211</h2>\n<p>PR Review \u662f\u53e6\u4e00\u79cd\u95ee\u9898\u3002</p>\n<p>\u8fc7\u53bb\uff0c\u6211\u9700\u8981\u4e0d\u65ad\u6253\u5f00 GitHub \uff0c\u786e\u8ba4\u6709\u6ca1\u6709\u65b0\u7684 Review \u8bf7\u6c42\u3002\u5982\u679c\u540c\u65f6\u6536\u5230\u591a\u4e2a PR \uff0c\u8fd8\u8981\u9010\u4e2a\u67e5\u770b\u5b83\u4fee\u6539\u4e86\u4ec0\u4e48\u3001CI \u662f\u5426\u901a\u8fc7\u3001\u5173\u8054\u54ea\u4e2a\u9700\u6c42\u3001\u54ea\u4e9b\u6587\u4ef6\u98ce\u9669\u8f83\u9ad8\uff0c\u4ee5\u53ca\u6709\u6ca1\u6709\u8865\u6d4b\u8bd5\u3002</p>\n<p>\u8fd9\u6837\u5f88\u77db\u76fe\uff1a\u9891\u7e41\u68c0\u67e5\u4f1a\u6253\u65ad\u6b63\u5728\u505a\u7684\u4e8b\uff0c\u4e0d\u68c0\u67e5\u53c8\u53ef\u80fd\u9519\u8fc7\u91cd\u8981 PR \u3002</p>\n<p>\u6240\u4ee5\u6211\u6ca1\u6709\u628a PR Review \u505a\u6210\u5b9a\u65f6\u4efb\u52a1\uff0c\u800c\u662f\u653e\u8fdb OpenLoomi Loop \uff0c\u6309\u4e8b\u4ef6\u89e6\u53d1\u3002\u51fa\u73b0\u4e0b\u9762\u51e0\u79cd\u60c5\u51b5\u65f6\uff0c\u5b83\u624d\u4f1a\u4e3b\u52a8\u63d0\u9192\u6211\uff1a</p>\n<ul>\n<li>\n<p>\u6709 PR \u88ab\u6307\u6d3e\u7ed9\u6211</p>\n</li>\n<li>\n<p>PR \u4e2d @\u63d0\u53ca\u4e86\u6211</p>\n</li>\n<li>\n<p>PR \u51fa\u73b0\u9700\u8981\u5173\u6ce8\u7684 CI \u5931\u8d25</p>\n</li>\n</ul>\n<p>\u8fd9\u65f6\uff0c\u6211\u4f1a\u6536\u5230\u4e00\u5f20 <code>review_pr</code> \u5361\u7247\u3002\u5361\u7247\u91cc\u6709\u4ee3\u7801\u53d8\u5316\u3001\u76f8\u5173\u4e0a\u4e0b\u6587\u3001\u5224\u65ad\u4f9d\u636e\u548c\u8bc4\u8bba\u8349\u7a3f\u3002</p>\n<p>\u6211\u53ef\u4ee5\u76f4\u63a5\u9009\u62e9\uff1a</p>\n<ul>\n<li>\n<p><code>APPROVE</code>\uff1a\u786e\u8ba4\u8349\u7a3f\u5e76\u53d1\u5e03\u8bc4\u8bba</p>\n</li>\n<li>\n<p><code>EDIT</code>\uff1a\u7ee7\u7eed\u4fee\u6539\u8bc4\u8bba\u5185\u5bb9</p>\n</li>\n<li>\n<p><code>LATER</code>\uff1a\u7559\u5230\u4e0b\u4e00\u4e2a\u4e13\u6ce8\u65f6\u6bb5\u5904\u7406</p>\n</li>\n<li>\n<p><code>SKIP</code>\uff1a\u5ffd\u7565\u8fd9\u6b21 Review \uff0c\u5e76\u4fdd\u7559\u64cd\u4f5c\u8bb0\u5f55</p>\n</li>\n</ul>\n<p>\u5982\u679c\u8349\u7a3f\u4e0d\u7b26\u5408\u6211\u7684\u5224\u65ad\uff0c\u6211\u4f1a\u76f4\u63a5\u544a\u8bc9\u5b83\uff1a</p>\n<blockquote>\n<p>\u5220\u9664\u7b2c 3 \u6761\u8bc4\u8bba\uff0c\u628a\u7b2c 1 \u6761\u7f29\u77ed\uff0c\u91cd\u70b9\u8bf4\u660e\u8fd9\u91cc\u53ef\u80fd\u5b58\u5728\u7684\u5e76\u53d1\u95ee\u9898\u3002</p>\n</blockquote>\n<p>\u5b83\u4f1a\u91cd\u65b0\u751f\u6210\u8349\u7a3f\uff0c\u518d\u8ba9\u6211\u786e\u8ba4\u3002</p>\n<p>\u8fd9\u4e00\u6b65\u5bf9\u6211\u6700\u6709\u7528\u7684\u5730\u65b9\uff0c\u662f\u5148\u628a Review \u524d\u7684\u4fe1\u606f\u6536\u96c6\u505a\u5b8c\u3002\u6700\u540e\u600e\u4e48\u5224\u65ad\u3001\u8bc4\u8bba\u53d1\u4e0d\u53d1\uff0c\u4ecd\u7136\u7531\u6211\u51b3\u5b9a\u3002</p>\n<h2>\u8fd9\u4e09\u4e2a\u573a\u666f\uff0c\u5176\u5b9e\u53ea\u6709\u4e24\u79cd\u89e6\u53d1\u65b9\u5f0f</h2>\n<p>\u7814\u53d1\u65e5\u62a5\u548c Issue \u540c\u6b65\u5c5e\u4e8e\u5b9a\u65f6\u4efb\u52a1\uff0c\u9002\u5408\u7a33\u5b9a\u3001\u91cd\u590d\u53d1\u751f\u7684\u5de5\u4f5c\uff1b PR Review \u5c5e\u4e8e\u4e8b\u4ef6\u89e6\u53d1\uff0c\u53ea\u5728\u9879\u76ee\u91cc\u51fa\u73b0\u5bf9\u5e94\u53d8\u5316\u65f6\u8fd0\u884c\u3002</p>\n<p>\u653e\u5728\u4e00\u8d77\u540e\uff0c\u5927\u81f4\u662f\u8fd9\u6837\u4e00\u4e2a\u8fc7\u7a0b\uff1a</p>\n<pre><code class=\"language-text\">\u53d1\u73b0\u53d8\u5316 \u2192 \u6574\u7406\u4e0a\u4e0b\u6587 \u2192 \u51c6\u5907\u4e0b\u4e00\u6b65 \u2192 \u786e\u8ba4\u540e\u6267\u884c \u2192 \u7559\u4e0b\u8bb0\u5f55\n</code></pre>\n<p>\u5e38\u89c4\u8fdb\u5c55\u5199\u5165\u65e5\u62a5\uff0c\u65b0 Issue \u8865\u5145\u4e0a\u4e0b\u6587\u540e\u540c\u6b65\u5230 Linear \uff0c\u9700\u8981\u6211\u5224\u65ad\u7684 PR \u5219\u751f\u6210 Review \u5361\u7247\u3002</p>\n<h2>\u8fd9\u5957\u914d\u7f6e\u662f\u600e\u4e48\u642d\u8d77\u6765\u7684</h2>\n<p>\u6211\u5148\u5728 OpenLoomi Desktop \u3001Claude \u63d2\u4ef6\u6216 Codex \u63d2\u4ef6\u4e2d\u8fde\u63a5 GitHub \u548c Linear\uff1a</p>\n<pre><code class=\"language-text\">use openloomi-connectors to connect GitHub and Linear\n</code></pre>\n<p>\u8fde\u63a5\u540e\u53ef\u4ee5\u901a\u8fc7 <code>list-accounts</code> \u68c0\u67e5\u72b6\u6001\u3002GitHub \u548c Linear \u90fd\u663e\u793a\u4e3a <code>active</code> \u540e\uff0c\u518d\u5206\u522b\u521b\u5efa\u4e09\u4e2a\u4efb\u52a1\uff1a</p>\n<ul>\n<li>\n<p>\u6bcf\u5929\u56fa\u5b9a\u65f6\u95f4\u751f\u6210\u7814\u53d1\u65e5\u62a5</p>\n</li>\n<li>\n<p>\u5468\u671f\u6027\u540c\u6b65\u65b0\u589e Issue</p>\n</li>\n<li>\n<p>\u5728 PR \u6307\u6d3e\u3001 @\u63d0\u53ca\u6216 CI \u5931\u8d25\u65f6\u751f\u6210 Review \u5361\u7247</p>\n</li>\n</ul>\n<p>\u6211\u628a\u8fc7\u53bb 30 \u5929\u5185 Star \u8fc7\u6216\u8005\u53c2\u4e0e\u8fc7\u7684\u4ed3\u5e93\u8bbe\u4e3a\u9ed8\u8ba4\u5173\u6ce8\u5bf9\u8c61\uff0c\u4e5f\u53ef\u4ee5\u5728\u8fd9\u91cc\u8c03\u6574\u4ed3\u5e93\u3001\u4f5c\u8005\u548c Label\uff1a</p>\n<pre><code class=\"language-text\">Settings \u2192 Loop \u2192 Sources\n</code></pre>\n<p>\u6bcf\u6b21\u8fd0\u884c\u7684\u8bb0\u5f55\u4f1a\u7559\u5728 Tracking \u9762\u677f\uff0c\u5305\u62ec\u5904\u7406\u4e86\u54ea\u4e9b\u4ed3\u5e93\u3001\u751f\u6210\u4e86\u54ea\u4e9b\u62a5\u544a\u548c\u5de5\u5355\uff0c\u4ee5\u53ca\u6709\u54ea\u4e9b\u64cd\u4f5c\u7b49\u5f85\u786e\u8ba4\u3002</p>\n<p>OpenLoomi \u662f\u5f00\u6e90\u9879\u76ee\uff0c\u6267\u884c\u65f6\u95f4\u3001\u5b57\u6bb5\u6620\u5c04\u548c\u89e6\u53d1\u89c4\u5219\u90fd\u53ef\u4ee5\u6309\u7167\u81ea\u5df1\u7684\u7814\u53d1\u6d41\u7a0b\u8c03\u6574\u3002</p>\n<h2>\u6700\u540e</h2>\n<p>\u8fd9\u5957\u7528\u6cd5\u6ca1\u6709\u66ff\u6211\u505a\u6280\u672f\u5224\u65ad\u3002</p>\n<p>\u5b83\u505a\u7684\u662f\u628a\u6563\u843d\u5728 GitHub \u3001Linear \u548c\u90ae\u7bb1\u91cc\u7684\u4fe1\u606f\u6536\u96c6\u8d77\u6765\uff0c\u628a\u56fa\u5b9a\u7684\u6574\u7406\u548c\u540c\u6b65\u4efb\u52a1\u6309\u65f6\u8dd1\u5b8c\uff0c\u518d\u5728\u9700\u8981\u5224\u65ad\u65f6\u628a\u4e0a\u4e0b\u6587\u5e26\u8fc7\u6765\u3002</p>\n<p>\u5bf9\u6211\u6765\u8bf4\uff0c\u76ee\u524d\u6700\u6709\u7528\u7684\u5c31\u662f\u8fd9\u4ef6\u4e8b\u3002</p>\n<p>OpenLoomi \u9879\u76ee\u5730\u5740\uff1a</p>\n<p><a href=\"https://github.com/melandlabs/openloomi\" rel=\"nofollow\">https://github.com/melandlabs/openloomi</a></p>\n<p>\u5982\u679c\u4f60\u4eec\u4e5f\u5728 GitHub \u3001Linear \u6216\u5176\u4ed6\u9879\u76ee\u7ba1\u7406\u5de5\u5177\u4e4b\u95f4\u505a\u7c7b\u4f3c\u540c\u6b65\uff0c\u6b22\u8fce\u5206\u4eab\u73b0\u5728\u7684\u5904\u7406\u65b9\u5f0f\uff0c\u6211\u4eec\u4e5f\u60f3\u770b\u770b\u8fd8\u6709\u54ea\u4e9b\u66f4\u5b9e\u9645\u7684\u7528\u6cd5\u3002</p>\n", 
      "date_published": "2026-07-24T02:42:04+00:00", 
      "title": "\u4e00\u4f4d\u7814\u53d1\u8d1f\u8d23\u4eba\u600e\u4e48\u4e32\u8d77\u65e5\u62a5\u3001Issue \u540c\u6b65\u548c PR Review", 
      "id": "https://v2ex.6688988.xyz/t/1229486"
    }, 
    {
      "author": {
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API \u5b9a\u4ef7\u3002\u6211\u4eec API \u5b9a\u4ef7\u89c9\u5f97\u4e00\u4e2a\u5408\u7406\u7684\u5229\u6da6\uff0c\u5927\u6982\u662f\u6211\u4eec\u5230\u5e02\u573a\u4e0a\u4e70\u4e00\u6279\u8bbe\u5907\u56de\u6765\uff0c\u5341\u4e2a\u6708\u6536\u56de\u6210\u672c\uff0c\u6211\u89c9\u5f97\u8fd9\u662f\u4e00\u4e2a\u5408\u7406\u7684\u5229\u6da6\u3002</p>\n<p>\u5728\u5f53\u524d\u7684\u60c5\u51b5\u4e0b\uff0c\u8003\u8651\u5230\u4f60\u6709\u98ce\u9669\u3001\u8fd8\u6709\u524d\u671f\u7684\u6295\u5165\u7b49\u7b49\uff0c\u5982\u679c\u4e00\u4e2a\u670d\u52a1\u5668\u6211\u4eec\u5728\u8d22\u52a1\u4e0a\u6309\u7167\u4e09\u5e74\u6216\u8005\u4e94\u5e74\u7684\u644a\u9500\uff0c\u4f46\u5728\u5546\u4e1a\u4e0a\uff0c\u6211\u4eec\u89c9\u5f97\u5927\u6982\u5341\u4e2a\u6708\u6536\u56de\u6210\u672c\uff0c\u6211\u4eec\u89c9\u5f97\u591f\u4e86\uff0cOK \uff0c\u6211\u4eec\u89c9\u5f97\u591f\u4e86\u3002\u6240\u4ee5\u8fd9\u4e2a\u662f\u6211\u4eec\u73b0\u5728 API \u5b9a\u4ef7\u7684\u903b\u8f91\u3002\u6211\u4eec\u7684 V3.2 Flash 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      "date_published": "2026-07-23T09:23:11+00:00", 
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      "title": "chatgpt \u514d\u8d39\u7248\u63a8\u9001\u5e7f\u544a\u600e\u4e48\u6ca1\u4eba\u8ba8\u8bba", 
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      "url": "https://v2ex.6688988.xyz/t/1229318", 
      "title": "\u5206\u4eab\u4e00\u4e2a\u6bcf\u5929 1 \u5206\u949f\u9605\u8bfb\u7684 TG \u9891\u9053\uff1a\u5e2e\u4f60\u51cf\u5c11\u4fe1\u606f\u7126\u8651", 
      "id": "https://v2ex.6688988.xyz/t/1229318", 
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      "content_html": "\u5927\u5bb6\u597d\uff0c\u6700\u8fd1\u505a\u4e86\u4e00\u4e2a Telegram \u9891\u9053\uff1a<br /><br />\ud83d\udc49 <a target=\"_blank\" href=\"https://t.me/one_minute_reading\" rel=\"nofollow noopener\">https://t.me/one_minute_reading</a><br /><br />\u540d\u5b57\u53eb One Minute Reading \uff08\u6bcf\u65e5\u4e00\u5206\u949f\u9605\u8bfb\uff09\u3002<br /><br />\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0b\u5b83\u7684\u5b9a\u4f4d\uff1a<br /><br />\u73b0\u5728\u6bcf\u5929\u7684\u4fe1\u606f\u91cf\u8d8a\u6765\u8d8a\u5927\uff0c\u65b0\u95fb\u3001\u6280\u672f\u6587\u7ae0\u3001\u884c\u4e1a\u8d8b\u52bf\u3001\u4e66\u7c4d\u89c2\u70b9\u3001\u5404\u79cd\u77e5\u8bc6\u788e\u7247\u94fa\u5929\u76d6\u5730\uff0c\u4f46\u771f\u6b63\u6709\u4ef7\u503c\u7684\u5185\u5bb9\u5f80\u5f80\u9700\u8981\u82b1\u51e0\u5341\u5206\u949f\u751a\u81f3\u51e0\u4e2a\u5c0f\u65f6\u6d88\u5316\u3002<br /><br />\u8fd9\u4e2a\u9891\u9053\u60f3\u505a\u7684\u662f\uff1a<br /><br />\u6bcf\u5929\u82b1 1 \u5206\u949f\uff0c\u8bfb\u4e00\u70b9\u503c\u5f97\u7559\u4e0b\u6765\u7684\u4e1c\u897f\u3002<br /><br />\u5185\u5bb9\u65b9\u5411\u4e3b\u8981\u5305\u62ec\uff1a<br /><br />\ud83d\udcda \u4e66\u7c4d\u4e2d\u7684\u7cbe\u5f69\u89c2\u70b9<br />\ud83d\udca1 \u6709\u4ef7\u503c\u7684\u601d\u8003\u548c\u8ba4\u77e5\u63d0\u5347<br />\ud83e\udde0 \u63d0\u70bc\u540e\u7684\u77e5\u8bc6\u788e\u7247<br />\ud83c\udf0d \u6709\u8da3\u7684\u79d1\u6280\u3001\u5546\u4e1a\u3001\u4eba\u6587\u5185\u5bb9<br />\u270d\ufe0f \u7b80\u77ed\u4f46\u503c\u5f97\u53cd\u590d\u9605\u8bfb\u7684\u6587\u5b57<br /><br />\u4e0d\u662f\u8d44\u8baf\u642c\u8fd0\uff0c\u4e5f\u4e0d\u662f\u6807\u9898\u515a\u3002<br /><br />\u66f4\u50cf\u662f\u6bcf\u5929\u7ed9\u81ea\u5df1\u7559\u4e00\u4e2a\u201c\u4e00\u5206\u949f\u5b66\u4e60\u65f6\u95f4\u201d\u3002<br /><br />\u4e3a\u4ec0\u4e48\u505a\u8fd9\u4e2a\u9891\u9053\uff1f<br /><br />\u4ee5\u524d\u7ecf\u5e38\u9047\u5230\u8fd9\u6837\u7684\u60c5\u51b5\uff1a<br /><br />\u6536\u85cf\u4e86\u4e00\u5806\u6587\u7ae0\uff1a<br /><br />\u201c\u4ee5\u540e\u6709\u65f6\u95f4\u518d\u770b\u201d<br /><br />\u7ed3\u679c\u51e0\u5e74\u8fc7\u53bb\uff0c\u6536\u85cf\u5939\u8d8a\u6765\u8d8a\u957f\u3002<br /><br />\u5f88\u591a\u597d\u5185\u5bb9\u4e0d\u662f\u6ca1\u4ef7\u503c\uff0c\u800c\u662f\u7f3a\u5c11\u4e00\u4e2a\u5165\u53e3\u3002<br /><br />\u6240\u4ee5\u5e0c\u671b\u628a\u4e00\u4e9b\u503c\u5f97\u9605\u8bfb\u7684\u5185\u5bb9\u63d0\u524d\u7b5b\u9009\u3001\u6d53\u7f29\uff0c\u8ba9\u9605\u8bfb\u53d8\u5f97\u66f4\u8f7b\u677e\u3002<br /><br />\u6bcf\u5929\u901a\u52e4\u3001\u559d\u5496\u5561\u3001\u6392\u961f\u7684\u65f6\u5019\uff0c\u7528\u4e00\u5206\u949f\u83b7\u5f97\u4e00\u70b9\u65b0\u7684\u8f93\u5165\u3002<br /><br />\u9002\u5408\u54ea\u4e9b\u4eba\uff1f<br /><br />\u5982\u679c\u4f60\uff1a<br /><br />\u7ecf\u5e38\u89c9\u5f97\u4fe1\u606f\u592a\u591a\uff0c\u4e0d\u77e5\u9053\u770b\u4ec0\u4e48<br />\u60f3\u57f9\u517b\u6bcf\u5929\u9605\u8bfb\u4e60\u60ef<br />\u559c\u6b22\u6280\u672f\u3001\u5546\u4e1a\u3001\u6210\u957f\u7c7b\u5185\u5bb9<br />\u5e0c\u671b\u788e\u7247\u65f6\u95f4\u4e5f\u80fd\u6709\u6240\u79ef\u7d2f<br /><br />\u53ef\u80fd\u4f1a\u6bd4\u8f83\u9002\u5408\u3002<br /><br />\u76ee\u524d\u9891\u9053\u8fd8\u5728\u65e9\u671f\uff0c\u5e0c\u671b\u6162\u6162\u628a\u5b83\u505a\u6210\u4e00\u4e2a\u9ad8\u8d28\u91cf\u7684\u4fe1\u606f\u6e90\u3002<br /><br />\u6b22\u8fce\u5927\u5bb6\u5173\u6ce8\uff0c\u4e5f\u6b22\u8fce\u53cd\u9988\uff1a<br /><br />\u559c\u6b22\u4ec0\u4e48\u7c7b\u578b\u7684\u5185\u5bb9<br />\u5e0c\u671b\u589e\u52a0\u54ea\u4e9b\u4e3b\u9898<br />\u54ea\u4e9b\u5185\u5bb9\u89c9\u5f97\u6ca1\u4ef7\u503c<br /><br />\u5982\u679c\u4f60\u4e5f\u6709\u7c7b\u4f3c\u7684\u4f18\u8d28\u5185\u5bb9\u6e90\uff0c\u4e5f\u6b22\u8fce\u4ea4\u6d41\u3002<br /><br />TG \u5730\u5740\uff1a<br /><br />\ud83d\udc49 <a target=\"_blank\" href=\"https://t.me/one_minute_reading\" rel=\"nofollow noopener\">https://t.me/one_minute_reading</a><br /><br />\u6bcf\u5929 1 \u5206\u949f\uff0c\u79ef\u7d2f\u4e00\u70b9\u957f\u671f\u4ef7\u503c\u3002"
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      "title": "\u5982\u4f55\u80fd\u4e70\u5f97\u8d77 500 \u5e73\u7684\u623f\u5b50\uff08\u6216\u8005\u4f60\u662f\u5982\u4f55\u4e70\u5f97\u8d77 500 \u5e73\u65b9\u7684\u623f\u5b50\u7684\uff09", 
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        "name": "hhe22007", 
        "avatar": "https://cdn.v2ex.com/gravatar/5934f543c9ed8ff16f223a7756430897?s=73&d=retro"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1229262", 
      "title": "\u5206\u4eab\u4e2a\u7701\u94b1\u65b9\u6848\uff1a Claude/Codex \u4f4e\u81f3 1.5 \u6298\uff0c 70+ \u6a21\u578b\u7edf\u4e00 Key", 
      "id": "https://v2ex.6688988.xyz/t/1229262", 
      "date_published": "2026-07-23T05:02:39+00:00", 
      "content_html": "\u7528 Claude Code \u548c Codex \u5199\u4ee3\u7801\uff0c\u6bcf\u4e2a\u6708\u8d26\u5355\u6bd4\u8f83\u8089\u75db\uff0c\u540e\u6765\u81ea\u5df1\u641e\u4e86\u4e2a\u805a\u5408 API \u63a5\u53e3\uff0c\u8dd1\u4e86\u4e24\u4e2a\u6708\u5206\u4eab\u4e00\u4e0b\u3002<br /><br />\u6838\u5fc3\u5c31\u662f\u4fbf\u5b9c\uff1a<br /><br />\u2022 Codex \u901a\u9053 \u2192 \u5b98\u65b9\u4ef7\u7684 1.5 \u6298<br />\u2022 Claude \u5168\u7cfb\uff08 Opus 4.8 / Sonnet 4.6 / Haiku \uff09\u2192 2 \u6298\u8d77<br />\u2022 Claude Code \u4e13\u7528 \u2192 5.2 \u6298\uff08\u9694\u79bb\u901a\u9053\uff0c\u4e0d\u548c\u666e\u901a\u8bf7\u6c42\u62a2\uff09<br /><br />\u6280\u672f\u4e0a\u517c\u5bb9 OpenAI \u683c\u5f0f\uff0c\u4e5f\u652f\u6301 Anthropic \u539f\u751f\u548c Responses API\uff1a<br /><br />base_url: <a target=\"_blank\" href=\"https://api.kevoryn.com/v1\" rel=\"nofollow noopener\">https://api.kevoryn.com/v1</a><br /><br />Cursor / Claude Code / Codex / Cherry Studio / ChatBox / NextChat / \u6c89\u6d78\u5f0f\u7ffb\u8bd1\u90fd\u80fd\u76f4\u63a5\u586b\u8fdb\u53bb\u3002<br /><br />\u56fd\u5185\u76f4\u8fde\uff0c\u6d41\u5f0f\u6b63\u5e38\uff0cClaude \u662f\u72ec\u7acb\u8d26\u53f7\u6c60\u4e0d\u662f\u516c\u5171\u8f6e\u6362\u3002\u6279\u91cf\u6e20\u9053\u538b\u4e0b\u6765\u7684\u6210\u672c\uff0c\u6ca1\u6709\u4e2d\u95f4\u5c42\u52a0\u4ef7\u3002<br /><br />\u9996\u5145 \u2265\u00a510 \u9001 \u00a510 \uff0c\u4e0d\u6ee1\u610f\u4e0d\u7eed\u5c31\u884c\u3002<br /><br />\u7ad9\u70b9\uff1a<a target=\"_blank\" href=\"http://kevoryn.com\" rel=\"nofollow noopener\">kevoryn.com</a>"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/loveyou1", 
        "name": "loveyou1", 
        "avatar": "https://cdn.v2ex.com/gravatar/b07732f2a628cafc4ee9c1e15b47f46f?s=73&d=retro"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1229261", 
      "title": "\u6881\u6587\u950b\u56db\u5c0f\u65f6\u6295\u8d44\u4eba\u4f1a\u8bae\u5b9e\u5f55", 
      "id": "https://v2ex.6688988.xyz/t/1229261", 
      "date_published": "2026-07-23T05:01:20+00:00", 
      "content_html": "<p>\u6765\u6e90\uff1a <a href=\"https://finance.sina.com.cn/stock/companyt/2026-07-22/doc-iniitvfk8356408.shtml?cre=tianyi&amp;mod=pchp&amp;loc=5&amp;r=0&amp;rfunc=54&amp;tj=cxvertical_pc_hp&amp;tr=12\" rel=\"nofollow\">https://finance.sina.com.cn/stock/companyt/2026-07-22/doc-iniitvfk8356408.shtml?cre=tianyi&amp;mod=pchp&amp;loc=5&amp;r=0&amp;rfunc=54&amp;tj=cxvertical_pc_hp&amp;tr=12</a></p>\n<p>DeepSeek \u53ea\u6709\u4e00\u6761\u4e3b\u7ebf</p>\n<p>1 \uff0e \u73b0\u5728\u505a\u4ea7\u54c1\u4e0d\u662f\u6536\u76ca\u6700\u5927\u5316\u7684\u65f6\u5019\u3002\u901a\u5f80 AGI \u7684\u8def\u4e0a\uff0c\u8981\u7ecf\u8fc7\u4ea7\u54c1\u8fd9\u4e2a\u53f0\u9636\uff0c\u4f46\u6211\u4eec\u4e0d\u9700\u8981\u592a\u591a\u7684\u5fc3\u601d\u548c\u7cbe\u529b\u53bb\u505a C \u7aef\u3001B \u7aef\u7684\u4ea7\u54c1\u3002\u5f53\u7ad9\u5728\u4e00\u4e2a\u6280\u672f\u7684\u9ad8\u4f4d\u4e0a\u6765\u505a\u76f8\u5bf9\u4f4e\u4e00\u7ea7\u522b\u7684\u6280\u672f\uff0c\u662f\u964d\u7ef4\u6253\u51fb\u3002\u4ea7\u54c1\u662f\u5728 AGI \u8def\u4e0a\u7684\u526f\u4ea7\u7269\u3002</p>\n<p>2 \uff0e \u5f88\u591a\u4e1c\u897f\u4e0d\u5728\u6211\u4eec\u7684\u4e3b\u7ebf\u4e0a\uff0c\u6bd4\u5982 3D \u3001\u89c6\u9891\u751f\u6210\uff1b\u53c8\u6bd4\u5982\u4e16\u754c\u6a21\u578b\uff0c\u8ddf\u667a\u80fd\u7684\u4e0a\u9650\u4e5f\u6ca1\u6709\u592a\u5927\u7684\u5173\u7cfb\u3002</p>\n<p>3 \uff0e \u591a\u6a21\u6001\u5bf9\u4ea7\u54c1\u6765\u8bb2\u5f88\u91cd\u8981\uff0c\u5bf9 C \u7aef\u7528\u6237\u5f88\u91cd\u8981\u3002\u4f46\u5b83\u53ea\u662f\u4e00\u4e2a\u7ec4\u4ef6\uff0c\u4e0d\u662f\u4e3b\u7ebf\u548c\u667a\u80fd\u672c\u8eab\u3002</p>\n<p>4 \uff0e \u5927\u6a21\u578b\u7684\u5e7b\u89c9\u5f53\u7136\u6709\u65b9\u6cd5\u53ef\u4ee5\u89e3\u51b3\uff0c\u4f46\u8fd9\u662f\u4e00\u4e2a\u957f\u547d\u9898\u3002\u5728\u5185\u90e8\uff0c\u5e7b\u89c9\u88ab\u6211\u4eec\u5f52\u7ed3\u4e3a\u4e00\u4e2a\u4ea7\u54c1\u95ee\u9898\uff0c\u4f1a\u53bb\u89e3\u51b3\uff0c\u4f46\u4e0d\u662f\u91cd\u70b9\u3002</p>\n<p>5 \uff0e \u73b0\u9636\u6bb5\u6700\u91cd\u8981\u7684\u8fd8\u662f Coding Agent \u3002\u4ee5\u56fd\u5185\u7684\u60c5\u51b5\u6765\u770b\uff0c\u6700\u5408\u7406\u7684\u505a\u6cd5\u5e94\u8be5\u662f\u5168\u529b\u505a\u901a\u7528\u7684 Agent \uff0c\u91d1\u878d\u3001\u533b\u7597\u7b49\u5176\u4ed6 Agent \u7684\u4f18\u5148\u7ea7\u8f83\u4f4e\u3002</p>\n<p>6 \uff0e \u5982\u679c AI \u65f6\u4ee3\u4f1a\u4ea7\u751f\u5f88\u591a\u5bb6\u4e07\u4ebf\u7ea7\u522b\u7684\u516c\u53f8\uff0cDeepSeek \u662f\u5176\u4e2d\u4e00\u5bb6\uff08\u7684\u8bdd\uff09\u5c31\u5f88\u597d\u4e86\u3002</p>\n<p>\u5148\u5b9e\u73b0\u6301\u7eed\u5b66\u4e60\uff0c\u518d AI \u81ea\u8fed\u4ee3\uff0c\u7ec8\u70b9\u662f\u5177\u8eab\u667a\u80fd</p>\n<p>7 \uff0e AI \u73b0\u5728\u4e0d\u7f3a\u54c1\u5473\u548c\u76f4\u89c9\uff0c\u7f3a\u7684\u662f\u6301\u7eed\u5b66\u4e60\u7684\u80fd\u529b\u3002</p>\n<p>8 \uff0e \u4eba\u7c7b\u80fd\u591f\u6301\u7eed\u5b66\u4e60\uff0c\u4f46\u540c\u4e00\u4ef6\u4e8b\uff0c\u5c31\u5f97\u7ed9 AI \u6240\u6709\u7684\u4e0a\u4e0b\u6587\u3002\u8fd9\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\uff0c\u6240\u4ee5 AI \u5e76\u4e0d\u80fd\u591f\u66ff\u4ee3\u5458\u5de5\u3002\u6240\u4ee5\uff0c\u4e0b\u4e00\u4ee3\u6a21\u578b\u5fc5\u987b\u8981\u6709\u6301\u7eed\u5b66\u4e60\u7684\u80fd\u529b\uff0c\u624d\u80fd\u53eb\u4e0b\u4e00\u4ee3\u6a21\u578b\u3002</p>\n<p>9 \uff0e \u6211\u4eec\u5e0c\u671b\u4e0b\u4e00\u4ee3\u6a21\u578b\u80fd\u591f\u5e2e\u52a9\u6211\u4eec\u81ea\u5df1\u7684\u5f00\u53d1\u3002\u8bf4\u5f97\u7b80\u5355\u4e00\u70b9\uff0c\u6211\u4eec\u505a\u7684\u6a21\u578b\uff0c\u7b2c\u4e00\u76ee\u6807\u4e0d\u662f\u5927\u5bb6\u7528\u5f97\u597d\u7528\uff0c\u800c\u662f\u6211\u4eec\u81ea\u5df1\u7528\u5f97\u597d\u7528\u3002\u8fd9\u662f\u5b9e\u73b0 AGI \u6700\u5feb\u7684\u65b9\u6cd5\u3002</p>\n<p>10 \uff0e \u76ee\u524d\u5168\u4e16\u754c\u73b0\u5728\u90fd\u8fd8\u6ca1\u6709\u627e\u5230\u597d\u7684\u65b9\u6cd5\uff0c\u56e0\u4e3a\u201c\u5b66\u4e60\u201d\u662f\u7531\u5f88\u591a\u4e1c\u897f\u7ec4\u6210\u7684\u3002</p>\n<p>11 \uff0e DeepSeek \u7684\u957f\u671f vision \u662f AGI \u3002\u5982\u679c\u628a\u5b9e\u73b0\u7684\u8def\u7ebf\u6bd4\u4f5c\u722c\u697c\u68af\uff0c\u53bb\u5e74\u7684\u9636\u68af\u662f CoT \uff08 Chain-of-Thought \uff0c\u601d\u7ef4\u94fe\uff09\uff0c\u4eca\u5e74\u7684\u9636\u68af\u5c31\u662f Agent \u3002\u5728 Agent \u4e4b\u540e\u8981\u89e3\u51b3\u7684\u95ee\u9898\u5c31\u662f\u6301\u7eed\u5b66\u4e60\u3002</p>\n<p>12 \uff0e \u5b9e\u73b0\u6301\u7eed\u5b66\u4e60\u4e4b\u540e\uff0c\u53ef\u80fd\u4f1a\u6765\u5230\u4e00\u4e2a\u6e10\u8fdb\u7684\u5947\u70b9\uff1a\u6a21\u578b\u53ef\u4ee5\u5b8c\u6210\u4eba\u7c7b\u80fd\u505a\u7684\u6240\u6709\u4e8b\u60c5\uff0c\u5305\u62ec\u81ea\u5df1\u5f00\u53d1\u66f4\u524d\u6cbf\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3002\u5373 AI \u53ef\u4ee5\u52a0\u901f AI \u7684\u7814\u7a76\u3002\u8fd9\u4e00\u6b65\u8d70\u5b8c\u624d\u662f\u5177\u8eab\u667a\u80fd\u3002</p>\n<p>13 \uff0e \u667a\u80fd\u7684\u7ec8\u70b9\u53ef\u80fd\u90fd\u662f\u5177\u8eab\u3002\u56e0\u4e3a\u5bf9\u4e00\u4e2a\u6b63\u5e38\u4eba\u6765\u8bb2\uff0c\u4ed6\u7684\u9700\u6c42\u5e76\u4e0d\u662f\u7535\u8111\uff0c\u800c\u662f\u4eba\u529b\u3002</p>\n<p>\u79bb\u5f7b\u5e95\u8f6c\u5411\u5546\u4e1a\u5316\u4ecd\u7136\u5f88\u9065\u8fdc</p>\n<p>14 \uff0e \u6211\u4eec\u53ea\u8d5a\u4e00\u4e2a\u5408\u7406\u7684\u5229\u6da6\uff0c\u4e0d\u662f\u5229\u6da6\u6700\u5927\u5316\u7684\u5b9a\u4ef7\u3002</p>\n<p>15 \uff0e \u6211\u4eec\u7684\u4e00\u6b3e\u6a21\u578b\u4e00\u5f00\u59cb\u62c5\u5fc3\u9700\u6c42\u592a\u591a\uff0c\u4ef7\u683c\u5b9a\u5f97\u6bd4\u8f83\u9ad8\uff0c\u540e\u6765\u964d\u5230\u56db\u5206\u4e4b\u4e00\uff0c\u516c\u53f8\u7fa4\u91cc\u5f88\u591a\u4eba\u6b22\u547c\u3002\u56e0\u4e3a\u8fd9\u662f\u6211\u4eec\u8fd9\u4e48\u7528\u5fc3\u628a\u8fd9\u4e2a\u6a21\u578b\u505a\u597d\u7684\u76ee\u7684\uff1a\u80fd\u591f\u8ba9\u5927\u5bb6\u90fd\u5145\u5206\u5730\u7528\u3002</p>\n<p>16 \uff0e \u4f4e\u6210\u672c\u662f\u4e00\u4e2a\u7ed3\u679c\uff0c\u6211\u4eec\u7684\u6a21\u578b\u4e00\u76f4\u5728\u67b6\u6784\u4e0a\u5f80\u66f4\u4f4e\u6210\u672c\u8d70\u3002\u6211\u4eec\u4e5f\u5e0c\u671b\u6210\u672c\u662f\u8d1f\u62c5\u5f97\u8d77\u7684\uff0c\u7279\u522b\u662f\u5728\u7b97\u529b\u7d27\u7f3a\u7684\u80cc\u666f\u4e0b\u3002</p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u539f\u56e0\uff1a\u6210\u672c\u8d8a\u4f4e\uff0c\u8d8a\u80fd\u627f\u62c5\u66f4\u5927\u7684\u6a21\u578b\u3002\u7b97\u529b\u6709\u9650\u65f6\uff0c\u8ba1\u7b97\u6548\u7387\u9ad8\u5c31\u80fd\u8bad\u66f4\u5927\u7684\u6a21\u578b\u3002\u5927\u516c\u53f8\u53ef\u4ee5\u9760\u52a0\u8d44\u6e90\u89e3\u51b3\uff0c\u6211\u4eec\u4f18\u5148\u8003\u8651\u6210\u672c\u6548\u7387\u3002</p>\n<p>17 \uff0e \u5916\u9762\u53ef\u80fd\u770b\u8d77\u6765\uff0c\u6211\u4eec\u9009\u4e86\u4e00\u4e2a\u5f88\u96be\u7684\u6a21\u5f0f\u3002\u4f46\u5176\u5b9e\u6211\u4eec\u505a\u5f97\u975e\u5e38\u8f7b\u677e\u3002\u964d\u4ef7\u5bf9\u6211\u4eec\u7684\u7ade\u4e89\u5bf9\u624b\u6765\u8bb2\uff0c\u80af\u5b9a\u4e0d\u662f\u4e2a\u597d\u4e8b\uff0c\u4ed6\u4eec\u4e00\u5b9a\u4e0d\u662f\u6b22\u547c\u7684\u3002\u6211\u5e76\u4e0d\u89c9\u5f97\u5356 API \u8fd9\u4e2a\u4e8b\u60c5\u6709\u90a3\u4e48\u5927\u5438\u5f15\u529b\u3002\u6211\u53ea\u8981\u641e\u51e0\u4e2a\u4eba\u7ef4\u62a4\u8fd9\u4e2a API \u5c31\u53ef\u4ee5\u4e86\uff0c\u751a\u81f3\u5ba2\u670d\u90fd\u6ca1\u6709\uff0c\u4e5f\u4e0d\u7528\u9500\u552e\uff0c\u7528\u6237\u81ea\u5df1\u5c31\u4f1a\u6765\u3002</p>\n<p>18 \uff0e \u6211\u4eec\u4e00\u76f4\u5728\u5546\u4e1a\u5316\uff0c\u53ea\u662f\u4e0d\u4ee5\u5546\u4e1a\u5316\u4e3a\u76ee\u6807\u3002DeepSeek \u79bb\u5f7b\u5e95\u8f6c\u5411\u5546\u4e1a\u5316\u7684\u65f6\u95f4\u70b9\uff0c\u5e94\u8be5\u662f\u5f88\u9065\u8fdc\u7684\u3002</p>\n<p>19 \uff0e \u6211\u751a\u81f3\u4e0d\u7528\u8003\u8651\u5230\u65f6\u5019\u5728\u91cc\u9762\u5360\u4e00\u4e2a\u4f4d\u7f6e\u3002\u53ea\u8981\u6709\u90a3\u4e48\u5927\u7684\u5546\u4e1a\u673a\u4f1a\uff0c\u4e00\u5b9a\u662f\u6709\u529e\u6cd5\u7684\u3002DeepSeek \u662f\u4e00\u4e2a\u65f6\u4ee3\u7684\u4ea7\u7269\uff0c\u662f\u73b0\u5b9e\u60c5\u51b5\u7684\u53cd\u5e94\uff0c\u5e76\u4e0d\u662f\u6a21\u4eff\u7684\u7ed3\u679c\u3002</p>\n<p>\u5f00\u6e90\u662f\u6211\u4eec\u8fd9\u4e2a\u89c4\u6a21\u516c\u53f8\u7684 sweet point</p>\n<p>20 \uff0e \u514b\u5236\u662f\u4e00\u79cd\u6218\u7565\uff1a\u820d\u5f03\u4e00\u4e9b\uff0c\u6362\u66f4\u591a\u5176\u4ed6\u7684\u4e1c\u897f\u3002\u5f00\u6e90\u5c31\u662f\u8ba9\u5229\uff1a\u5bf9\u5185\uff0c\u5458\u5de5\u6709\u6210\u5c31\u611f\uff0c\u516c\u53f8\u6709\u51dd\u805a\u529b\uff1b\u5bf9\u793e\u4f1a\u4e5f\u6709\u597d\u5904\uff0c\u540c\u884c\u6216\u8005\u666e\u901a\u4eba\u90fd\u4f1a\u9ad8\u5174\u3002</p>\n<p>\u6211\u6beb\u4e0d\u6000\u7591 AGI \u4f1a\u6709\u975e\u5e38\u5927\u7684\u5546\u4e1a\u4ef7\u503c\u3002\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\uff0c\u6211\u4f18\u5148\u8003\u8651\u7684\u4e0d\u662f\u591a\u62ff\u4efd\u989d\uff0c\u800c\u662f\u589e\u52a0\u505a\u6210\u7684\u6982\u7387\u3002</p>\n<p>21 \uff0e \u8981\u628a AI \u5728\u5546\u4e1a\u4e0a\u505a\u6210\uff0c\u5f00\u6e90\u662f\u6709\u597d\u5904\u7684\u3002\u8fd9\u542c\u8d77\u6765\u6709\u70b9\u8fdd\u53cd\u76f4\u89c9\u3002\u5386\u53f2\u4e0a\u4e00\u4e2a\u8f6f\u4ef6\u516c\u53f8\uff0c\u5e02\u573a\u4e00\u5e74\u53ef\u80fd\u5c31\u51e0\u5341\u4ebf\u7f8e\u91d1\uff0c\u5f00\u6e90\u4e86\u5c31\u6ca1\u6709\u4e86\u3002\u4f46\u662f AI \u8fd9\u4e2a\u4e8b\u60c5\u8db3\u591f\u5927\uff0c\u6700\u7ec8\u5b83\u53ef\u80fd\u5f97\u5360\u6389\u4eba\u7c7b\u793e\u4f1a GDP \u7684\u767e\u5206\u4e4b\u5341\u3002\u5982\u679c\u8bf4\u6211\u4eec\u60f3\u72ec\u5360\u8fd9\u4e2a\u5229\u76ca\uff0c\u90a3\u4e48\u4e00\u5b9a\u662f\u8981\u88ab\u5386\u53f2\u629b\u5f03\u7684\u3002\u8fd9\u662f\u4e00\u4e2a\u5ba2\u89c2\u7684\u89c4\u5f8b\uff0c\u8fd9\u662f\u4e00\u4e2a\u5386\u53f2\u89c2\u3002</p>\n<p>22 \uff0e \u6211\u4eec\u7ed9\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u8ddf\u6211\u4eec\u81ea\u5df1\u90e8\u7f72\u7684\u6a21\u578b\u662f\u4e00\u6837\u7684\u3002\u6211\u4eec\u4e0d\u4f1a\u5f00\u6e90\u4e00\u4e2a\u5dee\u70b9\u7684\u6a21\u578b\u3001\u81ea\u5df1\u90e8\u7f72\u65f6\u7528\u66f4\u597d\u7684\u6a21\u578b\u3002</p>\n<p>23 \uff0e \u6211\u4e0d\u62c5\u5fc3\u522b\u4eba\u90e8\u7f72\u6211\u4eec\u7684\u6a21\u578b\u6765\u8ddf\u6211\u4eec\u7ade\u4e89\u3002\u4e0d\u662f\u6bcf\u4e00\u5bb6\u516c\u53f8\u90fd\u6709\u8fd9\u4e2a\u610f\u613f\u548c\u80fd\u529b\u53bb\u8fbe\u5230\u8fd9\u4e2a\u76ee\u6807\u3002\u521b\u4e1a\u516c\u53f8\u5982\u679c\u592a\u5c0f\uff0c\u6ca1\u6709\u529b\u91cf\u6765\u505a\u8fd9\u4e2a\u4e8b\u60c5\uff1b\u5927\u516c\u53f8\u53c8\u5f88\u96be\u7ec4\u7ec7\u3002\u8fd9\u662f\u5c5e\u4e8e\u6211\u4eec\u8fd9\u4e2a\u89c4\u6a21\u7684\u516c\u53f8\u7684\u4e00\u4e2a sweet point \u3002</p>\n<p>24 \uff0e \u5f00\u6e90\u5bf9\u6211\u4eec\u7684\u5546\u4e1a\u6a21\u5f0f\u6ca1\u6709\u4efb\u4f55\u5f71\u54cd\uff0c\u524d\u63d0\u662f\u201c\u53ea\u8d5a\u4e00\u5b9a\u7684\u5229\u6da6\u201d\u3002\u5982\u679c\u4f60\u8981\u8d5a\u4e00\u767e\u500d\u5229\u6da6\uff0c\u5f00\u6e90\u786e\u5b9e\u4f1a\u5f71\u54cd\u4f60\u3002</p>\n<p>25 \uff0e \u6211\u4eec\u4e0d\u613f\u610f\u8ddf\u4efb\u4f55\u4e00\u5bb6\u4e92\u8054\u7f51\u5927\u5382\u6216\u8005\u5c0f\u5382\u6210\u4e3a\u5bf9\u624b\u3002\u5728\u8fd9\u4e2a\u524d\u63d0\u4e0b\uff0c\u6211\u4eec\u5f88\u613f\u610f\u534f\u52a9\u3001\u5e2e\u52a9\u4efb\u4f55\u4eba\uff0c\u751a\u81f3\u5305\u62ec\u963f\u91cc\u3001\u667a\u8c31\u3001\u6708\u4e4b\u6697\u9762\u505a\u5f97\u66f4\u597d\u3002</p>\n<p>\u4e2d\u7f8e\u5dee\u8ddd\u4e0d\u5728\u4eba\u624d</p>\n<p>26 \uff0e \u672a\u6765\u6211\u4eec\u8981\u6539\u5199\u4e2d\u7f8e AI \u7684\u53d9\u4e8b\uff1a\u7528\u51e0\u5206\u4e4b\u4e00\u7684\u7b97\u529b\uff0c\u628a\u5dee\u8ddd\u7f29\u5f97\u66f4\u77ed\uff0c\u7f29\u5230 6 \u4e2a\u6708\u30013 \u4e2a\u6708\u3002</p>\n<p>27 \uff0e \u4e2d\u7f8e AI \u7684\u5dee\u8ddd\u4e3b\u8981\u5728\u8d44\u6e90\u4e0a\u3002\u6211\u4eec\u76f8\u4fe1 Scaling \uff0c\u80af\u5b9a\u662f\u89c4\u6a21\u8d8a\u5927\uff0c\u6548\u679c\u8d8a\u597d\u3002\u8bad\u7ec3\u8fd9\u4e48\u5927\u7684\u6a21\u578b\uff0c\u5e76\u4e0d\u662f\u56e0\u4e3a\u6211\u89c9\u5f97\u8fd9\u4e48\u5927\u7684\u6a21\u578b\u5c31\u591f\u4e86\uff0c\u800c\u662f\u53ea\u6709\u8fd9\u4e48\u591a\u8d44\u6e90\u3002</p>\n<p>28 \uff0e \u4eba\u624d\u51e0\u4e4e\u6ca1\u6709\u5dee\u8ddd\u2014\u2014\u5c31\u662f\u540c\u4e00\u6279\u4eba\u3002\u56fd\u5185\u4eba\u624d\u662f\u4e0d\u7f3a\u7684\u3002\u4eba\u624d\u77ed\u7f3a\u662f\u9636\u6bb5\u6027\u7684\uff0c\u5386\u53f2\u4e0a\u4ece\u6765\u6ca1\u6709\u957f\u671f\u7f3a\u67d0\u4e00\u7c7b\u4eba\u7684\u60c5\u51b5\u3002</p>\n<p>\u6a21\u5382\u7ade\u4e89\uff0c\u6210\u672c\u6392\u5728\u7b2c\u4e00\u4f4d</p>\n<p>29 \uff0e Anthropic \u73b0\u5728\u8d85\u8fc7 OpenAI \uff0c\u4e0d\u662f\u957f\u671f\u7684\uff0c\u662f\u9636\u6bb5\u6027\u7684\u3002OpenAI \u548c Google \u672a\u6765\u5927\u6982\u7387\u4f1a\u4ea4\u66ff\u4e0a\u5347\u3002</p>\n<p>30 \uff0e \u56fd\u5185\u505a\u6a21\u578b\u7684\u516c\u53f8\u592a\u591a\u4e86\uff0c\u6bcf\u4e00\u5bb6\u90fd\u505a\u540c\u6837\u7684\u4e8b\u60c5\uff0c\u8d44\u6e90\u6bd4\u8f83\u5206\u6563\u3002\u6700\u7ec8\u4e00\u5b9a\u4f1a\u6536\u655b\uff0c\u4f46\u9700\u8981\u8fc7\u7a0b\u3002\u5982\u679c\u6bcf\u5bb6\u53ea\u62ff\u5408\u7406\u7684\u5229\u6da6\uff0c\u4e0d\u9700\u8981\u90a3\u4e48\u591a\u4eba\u505a\u5927\u6a21\u578b\uff1a\u53ef\u80fd\u4e24\u5bb6\u5927\u516c\u53f8\u3001\u4e24\u5bb6\u5c0f\u516c\u53f8\u5c31\u591f\u4e86\u3002</p>\n<p>31 \uff0e \u6211\u7edd\u5bf9\u4e0d\u8ba4\u4e3a\u5927\u6a21\u578b\u516c\u53f8\u53ef\u4ee5\u62ff\u8d70\uff08 AI \u884c\u4e1a\u7684\uff09\u5927\u90e8\u5206\u5229\u6da6\u3002</p>\n<p>32 \uff0e 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        "name": "mirror", 
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      "url": "https://v2ex.6688988.xyz/t/1229092", 
      "title": "\u4e00\u7bc7 AI Coding \u751f\u6001\u53d1\u5c55\u7684\u81ea\u7701\u8bb0\u8ff0", 
      "id": "https://v2ex.6688988.xyz/t/1229092", 
      "date_published": "2026-07-22T08:27:45+00:00", 
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\u76f8\u5173\u95ee\u9898\uff0c\u51c6\u786e\u6027\u6216\u8005\u5b9e\u9645\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u8fd8\u662f\u8f83\u5f31\uff0c\u4f46\u8fd9\u4e0d\u5f71\u54cd\u6211\u8111\u6d77\u4e2d\u611f\u89c9\u5230\u8fd9\u662f\u4e00\u79cd\u65b0\u65e7\u4eba\u7c7b\u7684\u4ea4\u66ff\uff0c\u968f\u7740\u65e5\u79ef\u6708\u7d2f\uff0c\u5728 AI \u80fd\u529b\u52a0\u6210\u4e0b\u6211\u80fd\u6162\u6162\u53d8\u6210\u65b0\u4eba\u7c7b\u3002</p>\n<p>\u8ddf ChatGPT \u4e0d\u6e29\u4e0d\u706b\u7684\u6c9f\u901a\u5230\u4e86 2024 \u5e74\uff0c\u4e2d\u95f4\u5e76\u6ca1\u6709\u82b1\u8d39\u592a\u591a\u7684\u65f6\u95f4\u65e5\u5e38\u653e\u5728 AI \u53ca\u5f00\u53d1\u4e0a\uff0c\u6709\u5f88\u591a\u5f88\u591a IDEA \uff0c\u4f46\u56f0\u4e8e\u7cbe\u529b\u548c\u7cbe\u795e\u72b6\u6001\uff0c\u6beb\u65e0\u89c4\u5212\u53ca\u6267\u884c\u529b\uff0c\u6570\u5b57\u4eba\u3001\u751f\u56fe\u90fd\u6709\u5c1d\u8bd5\uff0c\u4f46\u5e76\u6ca1\u6709\u843d\u5730\u4ec0\u4e48\u3002</p>\n<p>\u6162\u6162\u5230\u4e86 24 \u5e74\u4e0b\u65ec\uff0c\u624b\u5934\u4e0a\u6709\u4e00\u4e2a\u79c1\u6d3b\uff0c\u9700\u8981\u63a5\u89e6\u6211\u4e0d\u719f\u6089\u7684\u6280\u672f\u6808\uff0c\u8ba2\u9605\u4e86 10$ \u7684 github coplit \u8fd8\u662f\u7c97\u6d45\u7684\u4f7f\u7528\uff0c\u8bb0\u5f97\u5728 github \u7684 coplit \u7528 chat \u7684\u5f62\u5f0f\u8ba9\u5176\u5e2e\u6211\u5199\u4e00\u4e2a Android demo App \uff0c\u6211\u901a\u8fc7\u590d\u5236\u7c98\u8d34\u7adf\u771f\u7684\u5728\u672c\u5730\u628a\u5b8c\u6574\u7684 App \u8fd0\u884c\u8d77\u6765\uff0c\u90a3\u611f\u89c9\u5c5e\u4e8e\u7b2c\u4e00\u6b21\u95ea\u5149\u70b9\u5728\u6211\u773c\u524d\u4eae\u8d77\u6765\uff0c\u672c\u5730\u57fa\u4e8e Tab \u7684\u8865\u5168\u4ee3\u7801\uff0c\u53c8\u80fd\u8ba9\u6211\u518d\u6b21\u611f\u53d7\u5230\u7f16\u7a0b\u7684\u5feb\u4e50\u3002</p>\n<h2>\u5951\u673a</h2>\n<p>\u8f6c\u773c\u5230\u4e86 25 \u5e74 3-4 \u6708\u4efd\uff0c\u56f0\u4e8e\u7ecf\u6d4e\u538b\u529b\uff08 24 \u5e74\u521d\u9ad8\u8d1f\u503a\u4e70\u4e86\u623f\uff09\uff0c\u5bf9\u4e8e\u79c1\u6d3b\u53ca\u589e\u52a0\u6536\u5165\u7684\u6e20\u9053\u53d8\u5f97\u66f4\u52a0\u8feb\u5207\u3002\u8eab\u8fb9\u4e5f\u786e\u5b9e\u6709\u79c1\u6d3b\u7684\u673a\u4f1a\uff0c\u4f46\u51ed\u501f\u4eba\u529b\uff0c\u4e00\u4e2a\u4eba\u4e0d\u80fd\u5b8c\u5168\u627f\u62c5\u4f4f coding + \u4ea4\u4ed8\u7684\u53ef\u80fd\u6027\u3002</p>\n<p>\u6b64\u65f6 cursor \u5d2d\u9732\u950b\u8292\uff0c\u57fa\u4e8e Claude \u6a21\u578b\u548c cursor \u5728 Tab \u8865\u5168\u548c\u81ea\u7136\u8bed\u8a00\u5199\u529f\u80fd\u4ee3\u7801\u7684\u51c6\u786e\u6027\u548c\u901f\u5ea6\u8ba9\u6211\u611f\u53d7\u5230\u4e86\u65b0\u4e00\u8f6e\u7684\u9707\u60ca\u3002\u540c\u65f6\u5728 V2EX \u770b\u5230\u6709\u4eba\u63d0\u5230 <a href=\"http://readdy.ai\" rel=\"nofollow\">readdy.ai</a> 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\u5c31\u6b64\u6210\u4e3a\u4e00\u4e2a\u5927\u5bb6\u8d8a\u6765\u8d8a\u719f\u6089\u7684\u6982\u5ff5\u3002</p>\n<h2>\u65e7\u5e8f</h2>\n<p>25 \u5e74 9 \u6708\u4efd\u4f0a\u59cb\uff0cCodex \u63a8\u51fa\uff0cClaude Code \u88ab\u5439\u6367\uff0c\u5404\u79cd AI \u7f16\u7a0b\u65b9\u6cd5\u8bba\u5728\u5404\u4e2a\u793e\u533a\u6bcf\u5929\u90fd\u6709\u7206\u70b8\u5f0f\u7684\u5ba3\u4f20\u548c\u8ba8\u8bba\u3002\u90a3\u65f6\u5019\u6211\u9690\u7ea6\u611f\u89c9\u624b\u52a8 Vibe Coding \u53c8\u662f\u4e00\u79cd\u65e7\u751f\u4ea7\u529b\u7684\u4f53\u73b0\uff0cAI \u4e3a\u4ec0\u4e48\u4e0d\u80fd\u5c06\u6211\u7684\u9700\u6c42\u548c\u60f3\u6cd5\uff0c\u65e0\u76d1\u7763\u81ea\u52a8\u5316\u957f\u4efb\u52a1\u7684\u4e00\u53e3\u6c14\u5168\u90e8\u843d\u5730\u3002</p>\n<p>\u53ef\u6211\u5bf9 AI \u7684\u8ba4\u77e5\u548c\u8fb9\u754c\u90fd\u4e0d\u6210\u719f\uff0c\u53ea\u80fd\u7c97\u6d45\u7684\u901a\u8fc7 loop prompt \u6765\u505a\u957f\u65f6\u95f4\u5f00\u53d1\uff0c\u6b64\u65f6\u7684\u5927\u6a21\u578b\u80fd\u529b\u79bb\u8d28\u53d8\u8fd8\u6709\u4e00\u5c42\u7a97\u6237\u7eb8\uff0c\u5373\u4f7f\u6211\u4e3a\u6b64\u5f00\u4e86 20x \u7684 GPT pro \u4e5f\u4e3a\u6536\u83b7\u5230\u81ea\u5df1\u6ee1\u610f\u7684\u6548\u679c\u3002</p>\n<p>\u6211\u5c1d\u8bd5\u4e86 cursor \u8c03\u7528 codex agent \uff0c\u4e5f\u5c1d\u8bd5\u8fc7\u63d0\u524d\u751f\u6210\u597d 50 \u6279\u7684\u63d0\u793a\u8bcd\uff0c\u6765\u5faa\u73af codex-cli \u53bb\u751f\u6210\u9879\u76ee\uff0c\u6700\u540e\u8fd8\u662f\u53ea\u80fd\u6536\u83b7\u4e00\u4e2a\u5168\u662f\u7834\u6d1e\uff0c\u8dd1\u8d77\u6765\u90fd\u6709\u70b9\u56f0\u96be\u7684\u9879\u76ee\u3002</p>\n<p>\u6211\u662f\u4e00\u4e2a\u6bd4\u8f83\u62d6\u6c93\u7684\u4eba\uff0c\u5373\u4f7f Claude Code \u5df2\u7ecf\u88ab\u5168\u7f51\u5237\u5c4f\u65f6\uff0c\u6211\u624d 11 \u6708\u4efd\u6298\u817e\u5f00\u901a\u4e86 20$ \u6bcf\u6708\u7684 Claude Code Pro \uff0c\u521a\u5f00\u59cb\u4f7f\u7528\u7eaf cli \u6765 coding \u8fd8\u6709\u70b9\u4e0d\u9002\u5e94\uff0c\u56e0\u4e3a\u7a0b\u5e8f\u5458\u9605\u8bfb\u4ee3\u7801\u7684\u672c\u80fd\u8fd8\u5728\u684e\u688f\u7740\u6211\u8981\u770b AI \u6539\u52a8\u7684\u6bcf\u4e00\u884c\u4ee3\u7801\uff0c\u800c\u547d\u4ee4\u884c\u6070\u6070\u4e0d\u4fbf\u4e8e\u9605\u8bfb\u3002\u76f8\u8f83\u4e8e Cursor, Claude Code \u7684\u901f\u5ea6\u4e5f\u6162\u7684\u4e0d\u592a\u4e60\u60ef\uff0c\u4f46\u6700\u7ec8\u8fd8\u662f\u80fd\u51fa\u4e00\u4e2a\u6211\u5f53\u65f6\u89c9\u5f97\u80fd\u63a5\u53d7\u7684\u9879\u76ee\u3002</p>\n<p>\u968f\u7740\u79c1\u6d3b\u9879\u76ee\u7684\u8282\u594f\u653e\u7f13\uff0c\u6211\u6ca1\u6709\u82b1\u592a\u591a\u65f6\u95f4\u5728\u5f00\u53d1\u4e0a\u3002\u5076\u5c14\u5237\u5237 B \u7ad9\u6216\u8005\u77e5\u4e4e\uff0c\u770b\u770b\u5404\u79cd\u65b0\u9879\u76ee\u6216\u8005\u65b0\u6982\u5ff5\uff0c\u540e\u7eed\u5c31\u662f Skills \u5237\u5c4f\uff0cOpen Code \u8fd8\u6709 GLM \u56fd\u6a21\u7b49\u5404\u79cd\u65b0\u7684 Coding \u5de5\u5177\u53ca\u6a21\u578b\u6bcf\u5929\u5237\u5c4f\uff0c\u518d\u5230 Opus \u88ab\u5927\u5bb6\u5439\u6367\uff0c\u6211\u6a21\u7cca\u7684\u611f\u89c9\u597d\u50cf\u53c8\u8981\u8fdb\u5165\u4e0b\u4e00\u4e2a\u9636\u6bb5\u4e86\u3002</p>\n<h2>\u65b0\u5e55</h2>\n<p>26 \u5e74\u519c\u5386\u65b0\u5e74\u5047\u671f\uff0c\u6211\u60f3\u505a\u70b9\u6709\u4ef7\u503c\u7684\u9879\u76ee\uff0c\u6bd4\u5982\u81ea\u5df1\u7684 Agent \u5de5\u4f5c\u6d41\uff0c\u6765\u670d\u52a1\u4e8e\u81ea\u5df1\u5404\u79cd idea \u5df2\u7ecf\u79c1\u6d3b\u3002\u8bb0\u4e0d\u6e05\u662f\u600e\u4e48\u5c31\u5f00\u59cb\u7528 Opus \uff0c\u4e00\u79cd\u9163\u7545\u6dcb\u6f13\u3001\u51c6\u786e\u4e14\u901a\u900f\u7684\u521b\u9020\u611f\u51fa\u73b0\u4e86\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u81ea\u7136\u8bed\u8a00\uff0c\u5feb\u901f\u653e\u5fc3\u7684\u6536\u83b7\u5b8c\u6574\u4e14\u5f88\u5c11\u9519\u6f0f\u7684\u9879\u76ee\u3002</p>\n<p>\u5728 Pro 5 \u5c0f\u65f6\u9650\u989d\u540e\uff0c\u6211\u6beb\u4e0d\u72b9\u8c6b\u7684\u5145\u503c\u4e86 20x \u7684 Claude Code Max \uff0c\u81f3\u6b64 token \u76db\u5bb4\u4ea6\u6216\u8005\u6211\u7684\u7f16\u7a0b\u70bc\u72f1\u5c31\u6b64\u5c55\u5f00\u3002\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4\u5462\uff0c\u6211\u8bb0\u5f97\u6211\u5f53\u65f6\u6709\u5237\u5230\u8fc7\u4e00\u4e2a B \u7ad9 up \u4e3b\u7684\u89c6\u9891\u5206\u4eab\u5bf9\u4e8e AI \u7684\u8ba4\u77e5\uff0c\u4ed6\u7684\u8bba\u70b9\u662f\uff0c\u57fa\u4e8e AI \u62c9\u5f00\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u5dee\u8ddd\u201c\u600e\u4e48\u5728\u540c\u6837\u7684\u65f6\u95f4\uff0c\u66f4\u52a0\u9ad8\u6548\u7684\u6d88\u8017\u66f4\u591a\u7684 token\u201d\u3002\u800c\u6211\u5f53\u65f6\u6070\u6070\u662f\u4e0d\u592a\u80fd\uff08\u6b64\u65f6\u6b64\u523b\u4e5f\u6ca1\u597d\u592a\u591a\uff09\u3002</p>\n<p>\u90a3\u6bb5\u65f6\u95f4\uff0c\u6211\u7684\u70b9\u5b50\u4e00\u4e2a\u53c8\u4e00\u4e2a\u7684\u5192\u51fa\u6765\uff0c\u6bcf\u5929 4-8 \u4e2a\u5c0f\u65f6\u989d\u5916\u7684 AI Coding \u65f6\u95f4\uff0c\u4e3a\u4e86\u6d88\u8017\u5b8c\u5468\u9650\u989d\uff0c\u71ac\u591c\u5230\u665a\u4e0a 2-3 \u70b9\u53ea\u4e3a\u4e86\u591a\u6d88\u8017\u4e00\u70b9 token \uff0c\u591a\u4ea7\u51fa\u4e00\u4e9b\u9879\u76ee\uff08\u7eaf\u5174\u8da3\u6216\u8005\u5b9e\u9a8c\u6027\u7684\u9879\u76ee\uff09\uff0c\u6240\u4ee5\u6211\u8bf4\u8fd9\u4e00\u573a\u56e0\u4e3a\u5468\u9650\u989d\u65e0\u6cd5\u6d88\u8017\u5b8c\u800c\u903c\u81ea\u5df1\u5199\u4ee3\u7801\u505a\u9879\u76ee\u7684\u70bc\u72f1\u3002</p>\n<p>\u81f3\u6b64 7 \u6708\u4efd\uff0c\u5927\u534a\u5e74\u7684\u9ad8\u5f3a\u5ea6\u62d3\u5c55\u81ea\u5df1\u7684 AI \u4f7f\u7528\u65b9\u5f0f\u548c coding \uff0c\u8fd9\u4e00\u7bc7\u8bb0\u8ff0\uff0c\u5f88\u96be\u5c06\u6211\u7684\u8ba4\u77e5\u548c\u601d\u7ef4\u90fd\u7ec6\u81f4\u5165\u5fae\u5730\u9610\u8ff0\uff0c\u5148\u8bb0\u4e8e\u6b64\u3002</p>\n<p><a href=\"https://yx.ink/blog/growing-with-ai-coding-reflections\" rel=\"nofollow\">YX.INK</a>\uff08\u5c1d\u8bd5\u9759\u5fc3\u5199\u4f5c\uff0c\u6682\u65f6\u8131\u79bb AI \u7684\u55a7\u56a3\u7126\u8651\uff09</p>\n"
    }, 
    {
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        "name": "WayneCmd", 
        "avatar": "https://cdn.v2ex.com/avatar/a2db/faa6/457079_large.png?m=1774178009"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228978", 
      "title": "\u597d\u50cf\u6ca1\u4eba\u8bf4 Vercel \u652f\u6301 Docker \u8fd0\u884c\u4e86", 
      "id": "https://v2ex.6688988.xyz/t/1228978", 
      "date_published": "2026-07-22T01:39:34+00:00", 
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      "id": "https://v2ex.6688988.xyz/t/1228733", 
      "date_published": "2026-07-21T02:12:48+00:00", 
      "content_html": "<p><a href=\"https://github.com/snower/jaslock-spring/tree/main/examples/polling-request\" rel=\"nofollow\">https://github.com/snower/jaslock-spring/tree/main/examples/polling-request</a></p>\n<p>\u5b9e\u73b0\u7684\"\u53cd\u5411\u8f6e\u8be2 RPC\"\u793a\u4f8b\u5de5\u7a0b\u3002\u89e3\u51b3\u4e00\u4e2a\u5e38\u89c1\u7684\u7f51\u7edc\u6253\u901a\u573a\u666f\uff1a\u4e91\u4e0a\u670d\u52a1\u9700\u8981\u8c03\u7528\u90e8\u7f72\u5728\u533b\u9662\u5185\u7f51/\u53d7\u9632\u706b\u5899\u4fdd\u62a4\u73af\u5883\u4e2d\u7684\u7cfb\u7edf\uff0c\u4f46\u5185\u7f51\u7cfb\u7edf\u65e0\u6cd5\u88ab\u4e91\u4e0a\u76f4\u63a5\u8bbf\u95ee\u3002\u672c\u793a\u4f8b\u8ba9\u5185\u7f51\u7cfb\u7edf\u4e3b\u52a8\u957f\u8f6e\u8be2\u4e91\u4e0a\u63a5\u53e3\u62c9\u53d6\u4efb\u52a1\u3001\u5904\u7406\u540e\u518d\u56de\u5199\u7ed3\u679c\uff0c\u4e91\u4e0a\u8c03\u7528\u65b9\u5219\u540c\u6b65\u7b49\u5f85\u7ed3\u679c\u3002</p>\n<p><a href=\"https://github.com/snower/jaslock-spring/tree/main/examples/pubsub\" rel=\"nofollow\">https://github.com/snower/jaslock-spring/tree/main/examples/pubsub</a></p>\n<p>\u5b9e\u73b0\u7684\u53d1\u5e03/\u8ba2\u9605\uff08 pubsub \uff09\u6d88\u606f\u63a8\u9001\u793a\u4f8b\u5de5\u7a0b\u3002\u7528\u5206\u5e03\u5f0f\u9501\u7684\"\u4e8b\u4ef6\u901a\u77e5\"\u80fd\u529b\u6784\u5efa\u957f\u8f6e\u8be2\u4e0e SSE \u5b9e\u65f6\u63a8\u9001\uff0c\u65e0\u9700\u72ec\u7acb\u7684 WebSocket / Push \u670d\u52a1\u7ec4\u4ef6\uff0c\u5e38\u89c1\u7528\u9014\u53ef\u4ee5\u5728 AI workflow \u4e2d\u5de5\u4f5c\u6d41\u6267\u884c\u548c SSE \u5b9e\u65f6\u72b6\u6001\u63a8\u9001\u89e3\u8026\uff0c\u652f\u6301\u591a\u8ba2\u9605\u8005\u3002</p>\n<p>\u65b9\u6848\u6709\u4ec0\u4e48\u4f18\u52bf\u7684\u8bdd\uff0c\u5e94\u8be5\u662f\uff1a</p>\n<ul>\n<li>\u5b8c\u5168\u6ee1\u8db3\u6807\u51c6 web \u9879\u76ee\u65e0\u72b6\u6001\u8981\u6c42</li>\n<li>\u5b8c\u5168\u6ee1\u8db3\u6807\u51c6 web \u9879\u76ee\u53ef\u91cd\u5165\u8981\u6c42</li>\n</ul>\n<p>\u800c\u4e14\u5728 spring boot \u9879\u76ee\u4e2d\u7b49\u5f85\u671f\u95f4\u5168\u90e8\u5f02\u6b65\u5b8c\u5168\u5f02\u6b65\u4e0d\u5360\u7528\u7ebf\u7a0b\uff0c\u5b9e\u73b0\u903b\u8f91\u4e5f\u4e0d\u590d\u6742\uff0c\u6027\u80fd\u548c\u5ef6\u65f6\u4e5f\u8fd8\u53ef\u4ee5\uff0c\u6dfb\u52a0\u5230\u73b0\u6709\u9879\u76ee\u4e2d\u57fa\u672c\u4e0d\u4f1a\u6709\u526f\u4f5c\u7528\u3002</p>\n<p>\u662f\u5426\u662f\u4e00\u4e2a\u597d\u65b9\u6848\uff0c\u5927\u5bb6\u89c1\u4ec1\u89c1\u667a\u54c8\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/osilinka", 
        "name": "osilinka", 
        "avatar": "https://cdn.v2ex.com/avatar/06bc/eb98/679304_large.png?m=1782664383"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228688", 
      "title": "OpenCode banned 8,000 fraudulent OpenCode Go accounts", 
      "id": "https://v2ex.6688988.xyz/t/1228688", 
      "date_published": "2026-07-20T20:52:38+00:00", 
      "content_html": "<p>we banned someone operating 8,000 fraudulent OpenCode Go accounts</p>\n<p>they were reselling $480,000 of tokens every month</p>\n<p>this will make things more sustainable for legitimate users</p>\n<p>enjoy your week</p>\n<hr/>\n<p>bluesky \u4e0a\u9762\u7684</p>\n<p>\u8fd9\u4e9b\u4eba\u662f\u4e0d\u662f\u5c31\u662f\u90a3\u79cd\u4e2d\u8f6c\u554a\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/WorkerMatt", 
        "name": "WorkerMatt", 
        "avatar": "https://cdn.v2ex.com/avatar/e82e/654e/580005_large.png?m=1784306965"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228684", 
      "title": "\u7ed9\u5927\u5bb6\u63a8\u8350\u4e00\u4e2a\u5f00\u6e90\u684c\u9762\u5ba0\u7269", 
      "id": "https://v2ex.6688988.xyz/t/1228684", 
      "date_published": "2026-07-20T16:36:51+00:00", 
      "content_html": "\u63a8\u8350\u4e00\u4e2a\u6709\u610f\u601d\u7684 Codex \u5f00\u6e90\u9879\u76ee<br /><br />\u5176\u5b9e\u5c31\u662f Codex \u914d\u4e86\u4e2a\u684c\u5ba0\uff0c\u4f46\u591a\u4e86\u4e00\u5c42\u529f\u80fd\uff0c<br />\u6ca1\u4ec0\u4e48\u751f\u4ea7\u529b\u4ef7\u503c\uff0c\u5c31\u770b\u7740\u633a\u6709\u610f\u601d\u3002\u3002\u3002<br /><br />\u7ed9\u4e00\u4e2a prompt\uff1a<br /><br />\u7968\u4ed4\uff0c\u5f00\u4eca\u5929\u7684\u7968\u3002<br /><br />\u5b83\u4f1a\u751f\u6210\u4e00\u5f20\u4eca\u5929\u7684 AI \u6253\u5de5\u5c0f\u7968...\u54c8\u54c8\u54c8\u54c8\uff0cthat's it<br /><br />\u5b89\u88c5\uff1a<br /><br />```bash<br />npx codex-work-receipt@latest --install-companion<br />```<br /><br /><a target=\"_blank\" href=\"https://github.com/a-bai-2026/ai-work-receipt\" rel=\"nofollow noopener\">https://github.com/a-bai-2026/ai-work-receipt</a><br /><br />\u9879\u76ee\u5df2\u7ecf\u5f00\u6e90\uff0c\u4e5f\u53d1\u5230 NPM \u4e86\uff0cSkill \u548c\u684c\u5ba0\u4f1a\u4e00\u8d77\u88c5\u3002<br /><br />\u5c5e\u4e8e\u684c\u9762\u4e0a\u53c8\u591a\u517b\u4e86\u4e00\u53ea\u6ca1\u4ec0\u4e48\u7528\uff0c\u4f46\u4e5f\u820d\u4e0d\u5f97\u5173\u6389\u7684\u4e1c\u897f\uff0c\u4e5f\u633a\u597d\u73a9\u5bf9\u4e0d\u5bf9"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/liulicaixiao", 
        "name": "liulicaixiao", 
        "avatar": "https://cdn.v2ex.com/avatar/8818/6464/599423_large.png?m=1732329733"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228657", 
      "title": "A / \u7684\u7b54\u8fa9\u8ba1\u8d39\u7cfb\u7edf", 
      "id": "https://v2ex.6688988.xyz/t/1228657", 
      "date_published": "2026-07-20T12:01:35+00:00", 
      "content_html": "\u5f88\u4e45\u4e4b\u524d\u9001\u7684 20 \u5200\u6211\u8fd8\u6ca1\u7528\uff0c\u4eca\u5929\u4e0b\u5348 3 \u70b9\u4e4b\u540e\u6309\u7406\u8bf4\u5e94\u8be5\u65e0\u6cd5\u4f7f\u7528 fable5 \u4e86\uff08\u6211\u662f pro \u8ba2\u9605\uff09\uff0c\u7ed3\u679c\u73b0\u5728<br />1. \u8fd8\u53ef\u4ee5\u5728\"Usage credits\" off \u7684\u72b6\u6001\u4e0b\u5728 claude desktop \u91cc\u8fb9\u7684 code \u4e2d\u7528 fable 5. credit \u4e0d\u6389\uff0cfable 5 \u7684\u4e13\u5c5e\u7528\u91cf\u6761\u6b63\u5e38\u6d88\u8017 <br />2. \u5728\u201cUsage credits\u201d on \u7684\u72b6\u6001\u4e0b\uff0cclaude code vscode \u63d2\u4ef6\u91cc\u8fd8\u662f\u65e0\u6cd5\u7528 fable 5."
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/bingkunzhao", 
        "name": "bingkunzhao", 
        "avatar": "https://cdn.v2ex.com/gravatar/c0d9b326ef9b1d0d3b640c123653fbc2?s=73&d=retro"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228646", 
      "title": "\u6700\u8fd1\u5728\u73a9 Task Bar Hero \uff0c\u4e00\u4e2a\u504f\u653e\u7f6e\u517b\u6210\u7684 RPG \u3002", 
      "id": "https://v2ex.6688988.xyz/t/1228646", 
      "date_published": "2026-07-20T10:57:44+00:00", 
      "content_html": "\u6700\u8fd1\u5728\u73a9 Task Bar Hero \uff0c\u4e00\u4e2a\u504f\u653e\u7f6e\u517b\u6210\u7684 RPG \u3002<br /><br />\u6838\u5fc3\u73a9\u6cd5\u5c31\u662f\u82f1\u96c4\u3001\u88c5\u5907\u3001\u7b26\u6587\u3001\u5173\u5361\u548c\u5237\u8d44\u6e90\u5faa\u73af\u3002\u524d\u671f\u770b\u8d77\u6765\u7b80\u5355\uff0c\u73a9\u8fdb\u53bb\u4e4b\u540e\u4f1a\u53d1\u73b0 build \u3001\u7b26\u6587\u8def\u7ebf\u548c\u5237\u56fe\u9009\u62e9\u8fd8\u633a\u8bb2\u7a76\u3002<br /><br />\u8fd9\u4e2a\u653b\u7565\u7ad9\u6574\u7406\u5f97\u6bd4\u8f83\u6e05\u695a\uff0c\u6709\u65b0\u624b\u8def\u7ebf\u3001\u7b26\u6587\u3001build \u3001\u6389\u843d\u548c\u5b9d\u7bb1\u8ba1\u65f6\u5668\uff1a<br /><br /><a target=\"_blank\" href=\"https://taskbarheroatlas.com/\" rel=\"nofollow noopener\">https://taskbarheroatlas.com/</a><br /><br />\u521a\u5165\u5751\u7684\u8bdd\u53ef\u4ee5\u5148\u770b\u8fd9\u4e2a\uff0c\u5c11\u8d70\u5f88\u591a\u5f2f\u8def\u3002"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/mirror", 
        "name": "mirror", 
        "avatar": "https://cdn.v2ex.com/avatar/4254/7f5a/3795_large.png?m=1784709227"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228623", 
      "title": "\u4f7f\u7528 Neko \u642d\u5efa ChatGPT \u62fc\u8f66\u5171\u4eab\u6d4f\u89c8\u5668", 
      "id": "https://v2ex.6688988.xyz/t/1228623", 
      "date_published": "2026-07-20T09:17:33+00:00", 
      "content_html": "<p><img alt=\"image.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.li/i/Inip74yTIJyc.png\"/></p>\n<ul>\n<li>\n<p>\u4e4b\u524d\u5f00\u4e86 GPT Pro \u5171\u4eab\u8f66\uff0c\u9700\u8981\u628a\u5df2\u7ecf\u767b\u5f55\u7684 Web \u7aef\u5171\u4eab\u7ed9\u8f66\u53cb\u3002\u76f4\u63a5\u63d0\u4f9b\u8d26\u5bc6\u7801\u6216\u8005\u5206\u53d1\u6d4f\u89c8\u5668\u8d44\u6599\uff08\u6bd4\u5982\u6307\u7eb9\u6d4f\u89c8\u5668\uff09\uff0c\u8d26\u53f7\u51ed\u8bc1\u548c\u767b\u5f55\u72b6\u6001\u90fd\u4e0d\u5bb9\u6613\u63a7\u5236\u3002</p>\n</li>\n<li>\n<p>\u540e\u6765\u6211\u6539\u6210\u7528 Neko \u5171\u4eab\u4e00\u53f0\u5df2\u7ecf\u767b\u5f55 ChatGPT \u7684 Chromium \u3002\u8f66\u53cb\u53ea\u8fdb\u5165 Neko \u623f\u95f4\uff0c\u4e0d\u76f4\u63a5\u63a5\u89e6\u8d26\u53f7\u5bc6\u7801\uff1b\u623f\u95f4\u53e3\u4ee4\u3001\u63a7\u5236\u6743\u548c\u6d4f\u89c8\u5668\u53ef\u8bbf\u95ee\u7684\u7f51\u7ad9\u53ef\u4ee5\u5206\u522b\u9650\u5236\u3002\u4e0b\u9762\u8bb0\u5f55\u5b8c\u6574\u7684\u624b\u52a8\u90e8\u7f72\u8fc7\u7a0b\u3002</p>\n</li>\n</ul>\n<h2>\u7f51\u7edc\u7ed3\u6784</h2>\n<p>\u5148\u603b\u89c8\u4e00\u4e0b\u7f51\u7edc\u62d3\u6251\uff0c\u5e2e\u52a9\u5927\u5bb6\u7406\u89e3 Neko + \u5171\u4eab\u6d4f\u89c8\u5668\u7684\u7f51\u7edc\u94fe\u8def\uff1a</p>\n<p><img alt=\"image.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.li/i/mMGHGOVLmsdp.png\"/></p>\n<ul>\n<li>\n<p>Neko \u7ad9\u70b9\u7684 HTTPS \u3001\u767b\u5f55\u63a5\u53e3\u548c WebSocket \u7ecf\u8fc7 443 \uff0c\u518d\u7531 Nginx \u8f6c\u53d1\u5230 Neko \u7684 8080 \u3002</p>\n</li>\n<li>\n<p>Neko \u9875\u9762\u4e2d\u6d4f\u89c8\u5668\u753b\u9762\u548c\u97f3\u9891\u901a\u8fc7 WebRTC \u4f20\u8f93\uff0c\u672c\u6587\u5f00\u653e UDP 52000\u201352100 \uff0c\u5e76\u4fdd\u7559 TCP 52101 \u4f5c\u4e3a\u56de\u9000\u3002</p>\n</li>\n<li>\n<p>ChatGPT \u8d26\u53f7\u7f51\u7edc\uff1aChromium \u8bbf\u95ee\u7f51\u7ad9\u65f6\u4f7f\u7528\u5bb9\u5668\u81ea\u5df1\u7684\u51fa\u7ad9\u7f51\u7edc\u3002\u7ed9\u6d4f\u89c8\u5668\u589e\u52a0\u4ee3\u7406\uff0c\u4e0d\u4f1a\u66ff\u4ee3 WebRTC \u7684\u5165\u7ad9\u7aef\u53e3\u3002</p>\n</li>\n</ul>\n<p>\u57df\u540d\u9875\u9762\u80fd\u6253\u5f00\uff0c\u53ea\u80fd\u8bc1\u660e 443 \u548c 8080 \u6b63\u5e38\uff0c\u4e0d\u80fd\u8bc1\u660e WebRTC \u5df2\u7ecf\u8fde\u901a\u3002<a href=\"https://neko.m1k1o.net/docs/v3/configuration/webrtc\" rel=\"nofollow\">Neko WebRTC \u6587\u6863</a> \u4e5f\u660e\u786e\u8981\u6c42\u5a92\u4f53\u7aef\u53e3\u76f4\u63a5\u53ef\u8fbe\uff0c\u6216\u8005\u901a\u8fc7 TURN \u4e2d\u7ee7\u3002\uff08\u90e8\u7f72\u65f6\u5c31\u8e29\u4e86\u8fd9\u4e2a\u5751\uff09</p>\n<h2>Docker Compose \u90e8\u7f72</h2>\n<p>\u51c6\u5907\u4e00\u53f0\u5e26\u516c\u7f51 IP \u7684 VPS \u3001\u4e00\u4e2a\u5df2\u89e3\u6790\u5230\u8be5 IP \u7684\u57df\u540d\uff0c\u4ee5\u53ca Docker Engine \u548c Compose \u63d2\u4ef6\u3002\u65b0\u5efa\u76ee\u5f55\u540e\u5199\u5165 <code>compose.yaml</code>\uff1a</p>\n<pre><code class=\"language-yaml\">services:\n  neko:\n    image: ghcr.io/m1k1o/neko/chromium:latest\n    container_name: neko\n    restart: unless-stopped\n    shm_size: \"2gb\"\n    ports:\n      - \"127.0.0.1:8080:8080\"\n      - \"52000-52100:52000-52100/udp\"\n      - \"52101:52101/tcp\"\n    environment:\n      NEKO_MEMBER_PROVIDER: \"multiuser\"\n      NEKO_MEMBER_MULTIUSER_USER_PASSWORD: \"${NEKO_USER_PASSWORD:?required}\"\n      NEKO_MEMBER_MULTIUSER_ADMIN_PASSWORD: \"${NEKO_ADMIN_PASSWORD:?required}\"\n\n      NEKO_SERVER_BIND: \"0.0.0.0:8080\"\n      NEKO_SERVER_PROXY: \"true\"\n      NEKO_DESKTOP_SCREEN: \"1920x1080@30\"\n\n      NEKO_SESSION_IMPLICIT_HOSTING: \"false\"\n      NEKO_SESSION_CONTROL_PROTECTION: \"true\"\n      NEKO_FILETRANSFER_ENABLED: \"false\"\n      NEKO_DESKTOP_UPLOAD_DROP: \"false\"\n\n      NEKO_WEBRTC_EPR: \"52000-52100\"\n      NEKO_WEBRTC_NAT1TO1: \"${NEKO_PUBLIC_IP:?required}\"\n      NEKO_WEBRTC_ICELITE: \"true\"\n      NEKO_WEBRTC_TCPMUX: \"52101\"\n</code></pre>\n<p>\u540c\u76ee\u5f55\u521b\u5efa <code>.env</code>\uff1a</p>\n<pre><code class=\"language-dotenv\">NEKO_PUBLIC_IP=203.0.113.10\nNEKO_USER_PASSWORD=replace-with-a-long-random-value\nNEKO_ADMIN_PASSWORD=replace-with-another-long-random-value\n</code></pre>\n<p>\u666e\u901a\u7528\u6237\u548c\u7ba1\u7406\u5458\u4f7f\u7528\u4e0d\u540c\u53e3\u4ee4\u3002\u5f53\u524d\u914d\u7f6e\u5173\u95ed\u4e86\u70b9\u51fb\u753b\u9762\u81ea\u52a8\u53d6\u5f97\u63a7\u5236\u6743\uff0c\u5e76\u8981\u6c42\u7ba1\u7406\u5458\u5728\u623f\u95f4\u5185\u65f6\u666e\u901a\u7528\u6237\u624d\u80fd\u53d6\u5f97\u63a7\u5236\u6743\uff1b\u5982\u679c\u9700\u8981\u65e0\u4eba\u503c\u5b88\u7684\u8fdc\u7a0b\u63a7\u5236\uff0c\u5e94\u6309\u4f7f\u7528\u573a\u666f\u8c03\u6574\u8fd9\u4e24\u4e2a\u9009\u9879\u3002</p>\n<p>\u628a <code>.env</code> \u6743\u9650\u6536\u7d27\uff0c\u5e76\u5728\u542f\u52a8\u524d\u68c0\u67e5 Compose \u5c55\u5f00\u7ed3\u679c\uff1a</p>\n<pre><code class=\"language-shellscript\">chmod 600 .env\ndocker compose config --quiet\ndocker compose up -d\ndocker compose ps\ncurl -fsS http://127.0.0.1:8080/health\n</code></pre>\n<p><code>NEKO_SERVER_BIND=0.0.0.0:8080</code> \u8ba9 Docker \u80fd\u8bbf\u95ee\u5bb9\u5668\u5185\u670d\u52a1\uff1b\u5bbf\u4e3b\u673a\u7684\u7aef\u53e3\u6620\u5c04\u4ecd\u9650\u5b9a\u5728 <code>127.0.0.1</code>\uff0c\u5916\u90e8\u8bbf\u95ee\u53ea\u80fd\u7ecf\u8fc7\u53cd\u5411\u4ee3\u7406\u3002<code>NEKO_SERVER_PROXY=true</code> \u7528\u4e8e\u4fe1\u4efb\u53cd\u5411\u4ee3\u7406\u4f20\u5165\u7684\u5ba2\u6237\u7aef\u5730\u5740\u5934\uff0c\u4e0d\u80fd\u5728 Neko \u76f4\u63a5\u66b4\u9732\u516c\u7f51\u65f6\u5f00\u542f\u3002<a href=\"https://neko.m1k1o.net/docs/v3/configuration\" rel=\"nofollow\">\u5b8c\u6574\u53d8\u91cf\u8bf4\u660e</a>\u53ef\u5728\u5b98\u65b9\u914d\u7f6e\u9875\u6838\u5bf9\u3002</p>\n<p>\u5b98\u65b9\u793a\u4f8b\u4f7f\u7528 <code>latest</code>\u3002\u5b8c\u6210\u6d4b\u8bd5\u540e\u53ef\u4ee5\u56fa\u5b9a\u5230\u9a8c\u8bc1\u8fc7\u7684\u955c\u50cf\u7248\u672c\u6216\u6458\u8981\uff0c\u907f\u514d\u91cd\u65b0\u62c9\u53d6\u955c\u50cf\u65f6\u5f15\u5165\u672a\u9a8c\u8bc1\u53d8\u66f4\u3002</p>\n<h2>\u53cd\u5411\u4ee3\u7406\u548c\u9632\u706b\u5899</h2>\n<p>Nginx \u914d\u7f6e\u9700\u8981\u4fdd\u7559 WebSocket Upgrade \u5934\uff1a</p>\n<pre><code class=\"language-nginx\">server {\n    listen 443 ssl http2;\n    server_name neko.example.com;\n\n    ssl_certificate     /path/to/fullchain.pem;\n    ssl_certificate_key /path/to/privkey.pem;\n\n    location / {\n        proxy_pass http://127.0.0.1:8080;\n        proxy_http_version 1.1;\n        proxy_set_header Upgrade $http_upgrade;\n        proxy_set_header Connection \"upgrade\";\n        proxy_set_header Host $host;\n        proxy_set_header X-Real-IP $remote_addr;\n        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;\n        proxy_set_header X-Forwarded-Proto $scheme;\n\n        proxy_read_timeout 300s;\n        proxy_send_timeout 300s;\n    }\n}\n</code></pre>\n<p>\u4fee\u6539\u540e\u6267\u884c <code>nginx -t</code>\uff0c\u786e\u8ba4\u65e0\u8bef\u518d reload \u3002Neko \u4f1a\u5b9a\u671f\u53d1\u9001 WebSocket \u5fc3\u8df3\uff0c\u4ee3\u7406\u8d85\u65f6\u65f6\u95f4\u4e0d\u80fd\u77ed\u4e8e\u4f1a\u8bdd\u5fc3\u8df3\u5468\u671f\u3002<a href=\"https://neko.m1k1o.net/docs/v3/reverse-proxy-setup\" rel=\"nofollow\">\u5b98\u65b9\u53cd\u5411\u4ee3\u7406\u793a\u4f8b</a>\u7ed9\u51fa\u4e86\u76f8\u540c\u7684 Upgrade \u914d\u7f6e\u3002</p>\n<p>\u9700\u8981\u5f00\u653e\u7684\u7aef\u53e3\u5982\u4e0b\uff1a</p>\n<table>\n<thead>\n<tr>\n<th>\u7aef\u53e3</th>\n<th>\u534f\u8bae</th>\n<th>\u7528\u9014</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>443</td>\n<td>TCP</td>\n<td>HTTPS \u3001\u767b\u5f55\u63a5\u53e3\u548c WebSocket</td>\n</tr>\n<tr>\n<td>80</td>\n<td>TCP</td>\n<td>\u53ef\u9009\uff1b\u7528\u4e8e ACME HTTP-01 \u7b7e\u53d1\u6216\u8df3\u8f6c HTTPS</td>\n</tr>\n<tr>\n<td>52000\u201352100</td>\n<td>UDP</td>\n<td>WebRTC \u5a92\u4f53\u7aef\u53e3\uff0c\u5fc5\u987b\u4e0e NEKO_WEBRTC_EPR \u5b8c\u5168\u4e00\u81f4</td>\n</tr>\n<tr>\n<td>52101</td>\n<td>TCP</td>\n<td>\u53ef\u9009\u7684 WebRTC TCP mux \u56de\u9000</td>\n</tr>\n</tbody></table><p>\u4e0d\u8981\u628a 8080 \u5f00\u653e\u5230\u516c\u7f51\u3002\u4e91\u9632\u706b\u5899\u548c\u7cfb\u7edf\u9632\u706b\u5899\u90fd\u8981\u68c0\u67e5\uff1b\u53ea\u914d\u7f6e\u5176\u4e2d\u4e00\u5c42\u4ecd\u53ef\u80fd\u5bfc\u81f4\u5a92\u4f53\u8fde\u63a5\u8d85\u65f6\u3002</p>\n<h2>\u5173\u952e\u914d\u7f6e</h2>\n<h3>1.\u6301\u4e45\u5316 Chromium \u8d44\u6599</h3>\n<p>\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u91cd\u5efa\u5bb9\u5668\u4f1a\u4e22\u5931 Chromium \u7684 Cookie \u3001\u6269\u5c55\u548c\u8bbe\u7f6e\uff0c\u4e3a\u4e86\u907f\u514d\u6bcf\u6b21\u91cd\u542f\u5bb9\u5668\u9700\u8981\u91cd\u65b0\u767b\u5f55 chatgpt \u8d26\u53f7\u3002\u9700\u8981\u4fdd\u7559\u8d44\u6599\u65f6\u589e\u52a0\u5377\u6302\u8f7d\uff1a</p>\n<pre><code class=\"language-yaml\">    volumes:\n      - ./chromium-data:/home/neko/.config/chromium\n</code></pre>\n<p>\u6302\u8f7d\u540e\u5148\u68c0\u67e5\u76ee\u5f55\u5c5e\u4e3b\u3002\u6d4f\u89c8\u5668\u65e0\u6cd5\u542f\u52a8\u3001\u53ea\u6709\u9ed1\u5c4f\u65f6\uff0c\u53ef\u4ee5\u5728\u5bb9\u5668\u5185\u786e\u8ba4\u76ee\u5f55\u662f\u5426\u5c5e\u4e8e <code>neko</code> \u7528\u6237\uff1a</p>\n<pre><code class=\"language-shellscript\">docker exec -it neko ls -la /home/neko/.config/chromium\ndocker exec -it neko chown -R neko:neko /home/neko/.config/chromium\n</code></pre>\n<p>\u6301\u4e45\u5316\u76ee\u5f55\u4f1a\u540c\u65f6\u4fdd\u5b58\u7f51\u7ad9\u767b\u5f55\u6001\u3002\u5141\u8bb8\u591a\u4eba\u8fdb\u5165\u540c\u4e00\u4e2a\u623f\u95f4\u65f6\uff0c\u5e94\u628a\u6574\u4e2a profile \u89c6\u4e3a\u5171\u4eab\u6570\u636e\uff0c\u5e76\u5355\u72ec\u51b3\u5b9a\u5907\u4efd\u548c\u9500\u6bc1\u65b9\u5f0f\u3002</p>\n<h3>\u628a WebRTC \u6536\u655b\u5230\u5355\u7aef\u53e3</h3>\n<p>\u5982\u679c\u4e0d\u60f3\u5f00\u653e\u4e00\u6bb5 UDP \u7aef\u53e3\uff0c\u53ef\u4ee5\u6539\u7528 UDP/TCP mux \u3002\u5220\u9664 <code>NEKO_WEBRTC_EPR</code> \u53ca\u5176\u7aef\u53e3\u6620\u5c04\uff0c\u6539\u6210\uff1a</p>\n<pre><code class=\"language-yaml\">    ports:\n      - \"127.0.0.1:8080:8080\"\n      - \"52000:52000/udp\"\n      - \"52000:52000/tcp\"\n    environment:\n      NEKO_WEBRTC_UDPMUX: \"52000\"\n      NEKO_WEBRTC_TCPMUX: \"52000\"\n</code></pre>\n<p>UDP \u5ef6\u8fdf\u901a\u5e38\u66f4\u4f4e\uff0cTCP \u9002\u5408\u4f5c\u4e3a\u53d7\u9650\u7f51\u7edc\u4e2d\u7684\u56de\u9000\u3002\u7aef\u53e3\u4e0d\u80fd\u5728 Docker \u5c42\u6539\u6620\u5c04\uff0c\u4f8b\u5982\u4e0d\u80fd\u628a\u5bbf\u4e3b\u673a 52000 \u8f6c\u5230\u5bb9\u5668 59000 \u3002</p>\n<h3>2.\u5355\u72ec\u8bbe\u8ba1\u6d4f\u89c8\u5668\u51fa\u7ad9</h3>\n<ul>\n<li>\n<p>\u4e3a\u4e86\u964d\u4f4e WebRTC \u5ef6\u8fdf\uff0c\u53ef\u4ee5\u628a Neko \u90e8\u7f72\u5728\u79bb\u7528\u6237\u8f83\u8fd1\u7684\u670d\u52a1\u5668\uff1b\u5982\u679c\u670d\u52a1\u5668\u65e0\u6cd5\u76f4\u63a5\u8bbf\u95ee ChatGPT \uff0c\u518d\u5355\u72ec\u4e3a Chromium \u914d\u7f6e\u51fa\u7ad9\u4ee3\u7406\u3002</p>\n</li>\n<li>\n<p>Neko v3 \u6ca1\u6709\u7528\u4e8e\u8bbe\u7f6e Chromium \u4ee3\u7406\u7684\u73af\u5883\u53d8\u91cf\u3002\u5f53\u524d Chromium \u955c\u50cf\u4f1a\u8bfb\u53d6 <code>/etc/chromium/policies/managed/</code> \u4e0b\u7684\u6d4f\u89c8\u5668\u7b56\u7565\uff0c\u56e0\u6b64\u53ef\u4ee5\u65b0\u5efa <code>chromium-proxy.json</code>\uff1a</p>\n</li>\n</ul>\n<pre><code class=\"language-json\">{\n  \"ProxySettings\": {\n    \"ProxyMode\": \"fixed_servers\",\n    \"ProxyServer\": \"socks5://proxy.example.com:1080\",\n    \"ProxyBypassList\": \"localhost,127.0.0.1\"\n  }\n}\n</code></pre>\n<p>HTTP \u4ee3\u7406\u53ef\u4ee5\u628a <code>ProxyServer</code> \u6539\u6210 <code><a href=\"http://proxy.example.com:3128\" rel=\"nofollow\">http://proxy.example.com:3128</a></code>\u3002\u5148\u68c0\u67e5 JSON \uff0c\u518d\u628a\u6587\u4ef6\u6302\u8f7d\u5230 Chromium \u7684 managed policy \u76ee\u5f55\uff1a</p>\n<pre><code class=\"language-shellscript\">jq empty chromium-proxy.json\n</code></pre>\n<pre><code class=\"language-yaml\">    volumes:\n      - ./chromium-proxy.json:/etc/chromium/policies/managed/20-proxy.json:ro\n</code></pre>\n<p>\u5982\u679c\u524d\u9762\u5df2\u7ecf\u914d\u7f6e\u4e86 Chromium \u8d44\u6599\u6301\u4e45\u5316\uff0c\u628a\u4e24\u4e2a\u6302\u8f7d\u9879\u653e\u5728\u540c\u4e00\u4e2a <code>volumes</code> \u5217\u8868\u4e2d\u3002\u91cd\u65b0\u521b\u5efa\u5bb9\u5668\u4f7f\u7b56\u7565\u751f\u6548\uff1a</p>\n<pre><code class=\"language-shellscript\">docker compose up -d --force-recreate\n</code></pre>\n<p>\u5148\u4ece\u5bb9\u5668\u6d4b\u8bd5\u4ee3\u7406\u662f\u5426\u53ef\u8fbe\u3002\u4e0b\u9762\u4ee5 SOCKS5 \u4e3a\u4f8b\uff0cHTTP \u4ee3\u7406\u5c06\u53c2\u6570\u6539\u4e3a <code>--proxy <a href=\"http://proxy.example.com:3128\" rel=\"nofollow\">http://proxy.example.com:3128</a></code>\uff1a</p>\n<pre><code class=\"language-shellscript\">docker exec neko curl -fsS --proxy socks5h://proxy.example.com:1080 https://api.ipify.org\n</code></pre>\n<ul>\n<li>\n<p>\u6700\u540e\u5728 Neko \u7684 Chromium \u4e2d\u6253\u5f00 <code><a href=\"https://api.ipify.org\" rel=\"nofollow\">https://api.ipify.org</a></code>\u3002\u6d4f\u89c8\u5668\u663e\u793a\u4ee3\u7406\u51fa\u53e3 IP \uff0c\u8bf4\u660e <code>ProxySettings</code> \u5df2\u7ecf\u751f\u6548\uff1b</p>\n</li>\n<li>\n<p><code>docker exec neko curl -fsS <a href=\"https://api.ipify.org\" rel=\"nofollow\">https://api.ipify.org</a></code> \u4ecd\u4f1a\u663e\u793a\u670d\u52a1\u5668\u81ea\u5df1\u7684\u51fa\u53e3 IP \uff0c\u56e0\u4e3a\u8fd9\u4efd\u7b56\u7565\u53ea\u4f5c\u7528\u4e8e Chromium \uff0c\u4e0d\u4f1a\u6539\u53d8 Neko \u5bb9\u5668\u7684\u51fa\u53e3 IP \u3002</p>\n</li>\n<li>\n<p>\u793a\u4f8b\u6ca1\u6709\u52a0\u5165 <code>direct://</code> \u56de\u9000\uff1a\u4ee3\u7406\u65ad\u5f00\u65f6 Chromium \u4f1a\u76f4\u63a5\u62a5\u9519\uff0c\u4e0d\u4f1a\u6539\u7528\u670d\u52a1\u5668\u51fa\u53e3\u3002Chromium \u4e5f\u4e0d\u4f1a\u8bfb\u53d6\u5199\u5728\u4ee3\u7406 URL \u4e2d\u7684\u7528\u6237\u540d\u548c\u5bc6\u7801\uff1b\u9700\u8981\u8ba4\u8bc1\u65f6\uff0c\u4f18\u5148\u8ba9\u4e0a\u6e38\u4ee3\u7406\u6309\u670d\u52a1\u5668 IP \u653e\u884c\uff0c\u6216\u8005\u589e\u52a0\u4e00\u4e2a\u53ea\u5728 Docker \u7f51\u7edc\u5185\u76d1\u542c\u7684\u672c\u5730\u8f6c\u53d1\u4ee3\u7406\u3002</p>\n</li>\n<li>\n<p>HTTP/SOCKS5 \u53ea\u80fd\u4ee3\u7406 Chromium \u7684 HTTP \u3001HTTPS \u548c WebSocket \u8bf7\u6c42\uff0c\u4f46\u4e0d\u80fd\u8f6c\u53d1 UDP \u3002\u5982\u679c\u9700\u8981\u8ba9\u8bed\u97f3\u7b49 UDP \u6d41\u91cf\u8d70\u4ee3\u7406\uff0c\u5e94\u6539\u7528 VPN \u6216\u7f51\u5173\u5bb9\u5668\uff1b\u4f7f\u7528 <code>network_mode: service:&lt;gateway&gt;</code> \u540e\uff0cNeko \u7684 8080 \u548c WebRTC \u7aef\u53e3\u4e5f\u8981\u6539\u7531\u7f51\u5173\u5bb9\u5668\u53d1\u5e03\u3002<a href=\"https://chromium.googlesource.com/chromium/src/+/main/net/docs/proxy.md\" rel=\"nofollow\">Chromium \u4ee3\u7406\u6587\u6863</a>\u5217\u51fa\u4e86\u4ee3\u7406\u534f\u8bae\u3001WebSocket \u9009\u62e9\u987a\u5e8f\u548c\u8ba4\u8bc1\u9650\u5236\u3002</p>\n</li>\n</ul>\n<h3>3.\u9650\u5236\u7528\u6237\u4f7f\u7528\u5171\u4eab\u6d4f\u89c8\u5668\u7684\u8bbf\u95ee\u5730\u5740</h3>\n<p>Neko \u7684 Chromium \u955c\u50cf\u5df2\u7ecf\u5185\u7f6e\u4e86\u4e00\u4efd<a href=\"https://github.com/m1k1o/neko/blob/master/apps/chromium/policies.json\" rel=\"nofollow\">\u6d4f\u89c8\u5668\u7b56\u7565</a>\uff0c\u5176\u4e2d\u5305\u62ec\u7981\u7528\u5f00\u53d1\u8005\u5de5\u5177\u3001\u4e0b\u8f7d\u548c\u8bbf\u5ba2\u6a21\u5f0f\u7b49\u9650\u5236\u3002\u4e3a\u4e86\u4fdd\u7559\u8fd9\u4e9b\u9ed8\u8ba4\u9879\uff0c\u5148\u4ece\u6b63\u5728\u8fd0\u884c\u7684\u5bb9\u5668\u590d\u5236\u7b56\u7565\u6587\u4ef6\uff0c\u53ea\u4fee\u6539\u5176\u4e2d\u7684 <code>URLBlocklist</code> \u548c <code>URLAllowlist</code>\uff1a</p>\n<pre><code class=\"language-shellscript\">docker cp neko:/etc/chromium/policies/managed/policies.json ./chromium-policies.json\n</code></pre>\n<p>\u7528 <code>jq</code> \u53ea\u66ff\u6362\u8fd9\u4e24\u4e2a\u5b57\u6bb5\uff0c\u8f93\u51fa\u4e00\u4efd\u65b0\u7684\u7b56\u7565\u6587\u4ef6\uff1a</p>\n<pre><code class=\"language-shellscript\">jq '\n  .URLBlocklist = [\"*\", \"file://*\"] |\n  .URLAllowlist = [\n    \"chatgpt.com\",\n    \"chat.openai.com\",\n    \".auth.openai.com\",\n    \".auth0.openai.com\",\n    \".setup.auth.openai.com\",\n    \"oaistatic.com\",\n    \"oaiusercontent.com\",\n    \"oaistatsig.com\",\n    \".cdn.openaimerge.com\",\n    \".challenges.cloudflare.com\",\n    \".cdn.workos.com\",\n    \".forwarder.workos.com\",\n    \".setup.workos.com\",\n    \".images.workoscdn.com\",\n    \".workos.imgix.net\",\n    \"chrome://policy\"\n  ]\n' chromium-policies.json &gt; chromium-policies-restricted.json\n</code></pre>\n<p>Chromium \u7684\u7b56\u7565\u8bed\u6cd5\u4e2d\uff0c<code><a href=\"http://chatgpt.com\" rel=\"nofollow\">chatgpt.com</a></code> \u4f1a\u540c\u65f6\u5339\u914d\u5b83\u7684\u5b50\u57df\u540d\uff1b\u4ee5\u70b9\u5f00\u5934\u7684 <code>.auth.openai.com</code> \u53ea\u5339\u914d\u8fd9\u4e2a\u4e3b\u673a\u540d\u3002\u4e0a\u9762\u7684\u5217\u8868\u7528\u4e8e ChatGPT Web \u3001\u767b\u5f55\u3001\u9759\u6001\u8d44\u6e90\u548c\u6587\u4ef6\u8bbf\u95ee\uff0c\u57df\u540d\u53d6\u81ea <a href=\"https://help.openai.com/en/articles/9247338-network-recommendations-for-chatgpt-errors-on-web-and-apps\" rel=\"nofollow\">OpenAI \u5f53\u524d\u7684\u7f51\u7edc\u914d\u7f6e\u5efa\u8bae</a>\u3002\u8bed\u97f3\u3001\u4ed8\u6b3e\u6216\u7b2c\u4e09\u65b9\u767b\u5f55\u9700\u8981\u4f7f\u7528\u65f6\uff0c\u518d\u4ece\u5b98\u65b9\u5217\u8868\u52a0\u5165\u5bf9\u5e94\u57df\u540d\u3002</p>\n<p>\u5148\u68c0\u67e5 JSON \u683c\u5f0f\uff0c\u7136\u540e\u628a\u6587\u4ef6\u6302\u8f7d\u56de\u539f\u8def\u5f84\uff1a</p>\n<pre><code class=\"language-shellscript\">jq empty chromium-policies-restricted.json\n</code></pre>\n<pre><code class=\"language-yaml\">    volumes:\n      - ./chromium-data:/home/neko/.config/chromium\n      - ./chromium-policies-restricted.json:/etc/chromium/policies/managed/policies.json:ro\n</code></pre>\n<p>\u5982\u679c\u4e0d\u9700\u8981\u6301\u4e45\u5316 Chromium \u8d44\u6599\uff0c\u5220\u9664\u7b2c\u4e00\u884c\u5377\u6302\u8f7d\u5373\u53ef\u3002\u91cd\u65b0\u521b\u5efa\u5bb9\u5668\u540e\uff0c\u5728 Chromium \u4e2d\u6253\u5f00 <code>chrome://policy</code>\uff0c\u70b9\u51fb <strong>Reload policies \uff08\u91cd\u65b0\u52a0\u8f7d\u7b56\u7565\uff09</strong>\uff0c\u786e\u8ba4 <code>URLBlocklist</code> \u548c <code>URLAllowlist</code> \u7684\u72b6\u6001\u4e3a <code>OK</code>\uff1a</p>\n<pre><code class=\"language-shellscript\">docker compose up -d --force-recreate\n</code></pre>\n<p>\u6700\u540e\u5206\u522b\u6253\u5f00 <code><a href=\"https://chatgpt.com\" rel=\"nofollow\">https://chatgpt.com</a></code> \u548c\u4e00\u4e2a\u672a\u653e\u884c\u7684\u7f51\u7ad9\uff0c\u786e\u8ba4\u524d\u8005\u53ef\u7528\u3001\u540e\u8005\u663e\u793a\u88ab\u7ba1\u7406\u5458\u963b\u6b62\u3002\u9a8c\u8bc1\u5b8c\u6210\u540e\u53ef\u4ee5\u4ece\u767d\u540d\u5355\u4e2d\u5220\u9664 <code>chrome://policy</code>\uff0c\u518d\u91cd\u65b0\u521b\u5efa\u5bb9\u5668\u3002</p>\n<p><code>URLBlocklist</code> \u9650\u5236\u7684\u662f Chromium \u4e2d\u7684\u5730\u5740\u8bbf\u95ee\uff0c\u4e0d\u662f\u5bb9\u5668\u7ea7\u9632\u706b\u5899\uff1b<code><a href=\"http://chatgpt.com\" rel=\"nofollow\">chatgpt.com</a></code> \u5185\u90e8\u7684\u4f1a\u8bdd\u3001\u8bbe\u7f6e\u7b49\u529f\u80fd\u4e5f\u4ecd\u5728\u653e\u884c\u8303\u56f4\u5185\u3002\u9700\u8981\u9650\u5236\u5bb9\u5668\u5185\u5176\u4ed6\u8fdb\u7a0b\u7684\u51fa\u7ad9\u8fde\u63a5\u65f6\uff0c\u8fd8\u8981\u5728\u51fa\u53e3\u4ee3\u7406\u6216\u9632\u706b\u5899\u4e0a\u5355\u72ec\u914d\u7f6e\u767d\u540d\u5355\u3002</p>\n<h2>\u6392\u969c</h2>\n<table>\n<thead>\n<tr>\n<th>\u73b0\u8c61</th>\n<th>\u68c0\u67e5</th>\n<th>\u5904\u7406</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>\u57df\u540d\u65e0\u6cd5\u6253\u5f00</td>\n<td>curl <a href=\"http://127.0.0.1:8080/health\" rel=\"nofollow\">http://127.0.0.1:8080/health</a> \u3001Nginx \u9519\u8bef\u65e5\u5fd7</td>\n<td>\u5148\u786e\u8ba4\u5bb9\u5668\u5065\u5eb7\uff0c\u518d\u68c0\u67e5\u53cd\u4ee3\u76ee\u6807\u3001\u8bc1\u4e66\u548c 443</td>\n</tr>\n<tr>\n<td>\u767b\u5f55\u9875\u6b63\u5e38\uff0c\u753b\u9762\u8d85\u65f6</td>\n<td>EPR \u3001Docker UDP \u6620\u5c04\u3001\u4e24\u5c42\u9632\u706b\u5899\u3001nat_ips \u65e5\u5fd7</td>\n<td>\u8ba9\u7aef\u53e3\u8303\u56f4\u548c\u534f\u8bae\u5b8c\u5168\u4e00\u81f4\uff1b\u4fee\u6b63 NEKO_WEBRTC_NAT1TO1</td>\n</tr>\n<tr>\n<td>\u6709\u5149\u6807\u4f46 Chromium \u9ed1\u5c4f</td>\n<td>shm_size \u3001profile \u8def\u5f84\u548c\u5c5e\u4e3b</td>\n<td>\u4fdd\u6301\u81f3\u5c11 2 GB /dev/shm \uff1b\u4fee\u590d\u6216\u6682\u65f6\u79fb\u9664\u6301\u4e45\u5316\u76ee\u5f55</td>\n</tr>\n<tr>\n<td>\u5916\u7f51\u6b63\u5e38\uff0c\u5185\u7f51\u65e0\u6cd5\u8fde\u63a5</td>\n<td>\u8def\u7531\u5668\u662f\u5426\u652f\u6301 NAT loopback</td>\n<td>\u4f7f\u7528\u516c\u7f51\u5730\u5740\u56de\u73af\u3001VPN \u6216 TURN</td>\n</tr>\n<tr>\n<td>Chromium \u6ca1\u6709\u7f51\u7edc</td>\n<td>\u5148\u8bbf\u95ee <a href=\"https://1.1.1.1\" rel=\"nofollow\">https://1.1.1.1</a> \uff0c\u518d\u68c0\u67e5 DNS \u548c Docker \u7f51\u6bb5</td>\n<td>\u80fd\u8bbf\u95ee IP \u4f46\u4e0d\u80fd\u8bbf\u95ee\u57df\u540d\u65f6\u4fee DNS \uff1b\u540c\u65f6\u6392\u9664 Docker \u5b50\u7f51\u51b2\u7a81</td>\n</tr>\n</tbody></table><p>\u670d\u52a1\u7aef\u53ef\u4ee5\u5148\u770b Neko \u8bc6\u522b\u5230\u7684\u516c\u7f51\u5730\u5740\uff1a</p>\n<pre><code class=\"language-shellscript\">docker compose logs neko | grep nat_ips\n</code></pre>\n<p>\u5ba2\u6237\u7aef\u4f7f\u7528 Chromium \u65f6\u6253\u5f00 <code>chrome://webrtc-internals</code>\u3002\u5982\u679c candidate \u4e2d\u53ea\u6709\u4e0d\u53ef\u8fbe\u7684\u5185\u7f51\u5730\u5740\uff0c\u7ee7\u7eed\u68c0\u67e5 NAT1TO1 \u3001\u7aef\u53e3\u6620\u5c04\u6216 TURN \uff0c\u4e0d\u5fc5\u53cd\u590d\u4fee\u6539 Nginx \u3002<a href=\"https://neko.m1k1o.net/docs/v3/troubleshooting\" rel=\"nofollow\">Neko Troubleshooting</a> \u4e5f\u91c7\u7528\u8fd9\u4e2a\u6392\u67e5\u987a\u5e8f\u3002</p>\n<ul>\n<li><a href=\"https://yx.ink/blog/neko-chatgpt\" rel=\"nofollow\">\u535a\u5ba2\u539f\u6587</a></li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/chaosdefense", 
        "name": "chaosdefense", 
        "avatar": "https://cdn.v2ex.com/avatar/24ae/a527/588523_large.png?m=1783558369"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228578", 
      "title": "\u7ecf\u5178\uff1a\u4e0a\u6da8\u65f6\u662f\u8ba4\u77e5\u80dc\u5229\uff0c\u56de\u64a4\u65f6\u662f\u547d\u8fd0\u559c\u5267\uff0c\u88ab\u8d28\u7591\u65f6\u662f\u8206\u8bba\u6218\u4e89\uff0c\u6df1\u5957\u65f6\u53c8\u53d8\u6210\u81ea\u6211\u4fee\u884c\u3002", 
      "id": "https://v2ex.6688988.xyz/t/1228578", 
      "date_published": "2026-07-20T07:33:57+00:00", 
      "content_html": "<p>\u5cf0\u54e5\u4ea1\u547d\u5929\u6daf\u5fae\u535a\u7092\u80a1\u65f6\u95f4\u7ebf\uff1a\u6e05\u4ed3\u3001\u8ffd\u6da8\u4e0e\u60c5\u7eea\u5faa\u73af</p>\n<p>\u57fa\u4e8e\u5fae\u535a\u516c\u5f00\u9875\u9762\u3001\u539f\u5e16\u94fe\u63a5\u548c\u65b0\u6d6a\u8f6c\u8f7d\u8bb0\u5f55\uff0c\u6301\u7eed\u68b3\u7406\u201c\u5cf0\u54e5\u4ea1\u547d\u5929\u6daf\u201d\u4ece 2026 \u5e74 6 \u6708\u770b\u591a\u79d1\u6280\uff0c\u5230 7 \u6708\u53cd\u590d\u6e05\u4ed3\u3001\u6ee1\u4ed3\u8ffd\u56de\u3001\u518d\u5ea6\u5d29\u6e83\u7684\u4ea4\u6613\u8868\u8fbe\uff0c\u5e76\u5206\u6790\u5176\u60c5\u7eea\u9a71\u52a8\u3001FOMO \u4e0e\u516c\u5f00\u8868\u6f14\u5f0f\u4ea4\u6613\u5faa\u73af\u3002</p>\n<p><a href=\"https://2aran.com/s/fVFfsWe\" rel=\"nofollow\">https://2aran.com/s/fVFfsWe</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/SuperDaniel313", 
        "name": "SuperDaniel313", 
        "avatar": "https://cdn.v2ex.com/avatar/abc3/7882/369668_large.png?m=1767777523"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228569", 
      "title": "\u6b64\u65f6\u6b64\u523b\u6070\u5982\u5f7c\u65f6\u5f7c\u523b\u2014\u2014\u56fd\u6a21\u548c\u4e30\u7530", 
      "id": "https://v2ex.6688988.xyz/t/1228569", 
      "date_published": "2026-07-20T07:12:38+00:00", 
      "content_html": "Codex \u5728\u8dd1\uff0c\u53ea\u80fd\u5237\u5237\u7f51\u5e16\uff0c\u7136\u540e\u53d1\u4e2a\u5e16\u5b50\u5206\u4eab\u4e00\u4e0b\u4e00\u4e2a\u6709\u610f\u601d\u7684\u60f3\u6cd5\u3002<br /><br />\u6700\u8fd1\u9996\u9875\u4e0a\u7ecf\u5e38\u5237\u5230\u56fd\u6a21\u7684\u5404\u79cd\u6d88\u606f\u3002\u4f53\u9a8c\u4e0b\u6765\u548c Codex \u5dee\u522b\u8fd8\u662f\u86ee\u5927\u7684\u3002\u5f53\u7136\uff0c\u4ef7\u683c\u4e5f\u5dee\u5f97\u86ee\u5927\u3002<br /><br />\u4f46\u662f\u4ece\u6700\u65b0\u7684\u5404\u79cd kimi K3 \u548c DeepseekV4 \u6b63\u5f0f\u7248\u7684\u6d88\u606f\u6765\u770b\uff0c\u8fd9\u4e2a\u5dee\u8ddd\u5728\u7f29\u5c0f\u3002<br /><br />\u4e3a\u4ec0\u4e48\u4f1a\u7528\u8fd9\u4e2a\u6807\u9898\u5462\uff1f\u56e0\u4e3a\u73b0\u5728\u7684\u56fd\u6a21\u975e\u5e38\u50cf\u65e5\u672c\u4e30\u7530\u5f53\u5e74\u6240\u9762\u4e34\u7684\u90a3\u4e2a\u56f0\u5883\u3002<br /><br />\u521a\u597d\u6700\u8fd1\u5728\u770b\u5236\u9020\u4e1a\u76f8\u5173\u7684\u4e66\uff0c\u6765\u4e00\u70b9\u80cc\u666f\u94fa\u57ab\uff1a<br /><br />\u5927\u6982 1945 \u5e74\u5de6\u53f3\uff0c\u65e5\u672c\u4e30\u7530\u548c\u73b0\u5728\u56fd\u6a21\u9047\u5230\u7684\u56f0\u5883\u5dee\u4e0d\u591a\u3002\u8001\u7f8e\u548c\u5c0f\u65e5\u5b50\u7684\u5de5\u4e1a\u751f\u4ea7\u6548\u7387\u6bd4\u503c\u5dee\u8ddd\u4e66 1:9 \u3002\u6839\u636e\u5927\u91ce\u8010\u4e00\u8bf4\u7684\uff0c\u6709\u4eba\u544a\u8bc9\u4ed6\u5fb7\u56fd\u662f\u5c0f\u65e5\u5b50\u4e09\u500d\uff0c\u8001\u7f8e\u662f\u5fb7\u56fd\u4e09\u500d\uff0c\u6240\u4ee5\u5f97\u51fa\u8001\u7f8e\u662f\u5c0f\u65e5\u5b50\u4e5d\u500d\u7684\u7ed3\u8bba\u3002\u5927\u91ce\u8010\u4e00\u662f\u4e30\u7530\u80cc\u540e\u7684\u7537\u4eba\uff0c\u4e30\u7530\u7684\u6210\u529f\u79bb\u4e0d\u5f00\u4ed6\u3002<br /><br />\u8001\u7f8e\u8d70\u7684\u662f\u529b\u5927\u7816\u98de\u7684\u7ebf\u8def\u3002\u5f53\u65f6\u7684\u94a2\u94c1\u3001\u6c7d\u8f66\u751f\u4ea7\u6c7d\u8f66\u5c31\u662f\u9760\u5927\u6279\u91cf\u751f\u4ea7\u964d\u4f4e\u6210\u672c\u3002\u65e0\u8111\u5806\u6599\u5c31\u5b8c\u4e8b\u4e86\u3002<br /><br />\u7136\u540e\u5f53\u65f6\u7684\u5c0f\u65e5\u5b50\u4e5f\u4e0d\u597d\u8fc7\u7684\u65e5\u672c\u4e30\u7530\uff0c\u53ea\u80fd\u53e6\u5288\u8e4a\u5f84\u901a\u8fc7\u7ba1\u7406\u521b\u65b0\u964d\u4f4e\u6210\u672c\u3002\u540e\u6765\u5c45\u4e0a\uff0c\u73b0\u5728\u5c31\u662f\u5168\u7403\u7b2c\u4e00\u7684\u4e30\u7530\u4e86\u3002<br /><br />\u8001\u7f8e\u540e\u6765\u7ecf\u5e38\u7ec4\u56e2\u53bb\u65e5\u672c\u53d6\u7ecf\uff0c\u73b0\u4ee3\u7cbe\u76ca\u751f\u4ea7\u7684\u9f3b\u7956\u5c31\u662f\u4e30\u7530\u3002\u8001\u7f8e\u6709\u5f88\u591a\u8bfe\u9898\u7814\u7a76\u90fd\u662f\u5173\u4e8e\u4e30\u7530\u7684\u3002<br /><br />\u56de\u5230\u56fd\u6a21\u7684\u8bdd\u9898\u4e0a\u6765\uff0c\u6b64\u65f6\u6b64\u523b\uff0c\u6070\u5982\u5f7c\u65f6\u5f7c\u523b\u3002<br /><br />\u5f53\u7136\u56fd\u6a21\u884c\u4e0d\u884c\u73b0\u5728\u8fd8\u4e0d\u80fd\u4e0b\u5b9a\u8bba\uff0c\u4f46\u662f\u76ee\u524d\u6765\u770b\uff0c\u4eba\u4eba\u90fd\u80fd\u5f00\u4fbf\u5b9c\u7684\u4e30\u7530\u8f66\u7684\u65e5\u5b50\u4e0d\u8fdc\u4e86\u3002"
    }, 
    {
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        "url": "https://v2ex.6688988.xyz/member/yixin026", 
        "name": "yixin026", 
        "avatar": "https://cdn.v2ex.com/gravatar/7b803ce640f8f8ab59c8bfb587ebeb46?s=73&d=retro"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228542", 
      "title": "2026 \u4e86 \u5927\u5bb6\u6709\u6ca1\u6709\u4e0b\u7528\u4e86\u4e4b\u540e\u5c31\u4e00\u76f4\u6ca1\u653e\u4e0b\u7684\u4e1c\u897f", 
      "id": "https://v2ex.6688988.xyz/t/1228542", 
      "date_published": "2026-07-20T05:55:03+00:00", 
      "content_html": "<p>1 ditto,listary,everything,irm <a href=\"https://get.activated.win\" rel=\"nofollow\">https://get.activated.win</a> | iex ,\u6bcf\u6b21\u88c5\u673a\u90fd\u5148\u88c5\u8fd9\u51e0\u4e2a\n2 \u971e\u9e5c\u6587\u6977 mono \u57fa\u672c\u4e0a\u6240\u6709\u7684\u7ec8\u7aef\u548c ide \u90fd\u7528\u8fd9\u5b57\u4f53\n3 \u5bc6\u7801\u9501+nfc+\u53d8\u8272\u9f99\u7b49\u7834\u89e3\u8bbe\u5907,\u51fa\u95e8\u62ff\u4e2a\u624b\u673a\u5c31\u8d70\u4e86\n4 \u70d8\u5e72\u673a \u4e70\u4e86\u4e4b\u540e\u57fa\u672c\u4e0a\u5c31\u5468\u65e5\u665a\u4e0a\u6d17\u8863\u670d,\u5f00\u4e00\u628a\u6e38\u620f,\u8863\u670d\u6254\u70d8\u5e72\u673a\u91cc \u6bcf\u5929\u53d6\u8863\u670d,\u5468\u65e5\u6d17\u8863\u670d\u5faa\u73af \u5f88\u723d</p>\n"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/SayHelloHi", 
        "name": "SayHelloHi", 
        "avatar": "https://cdn.v2ex.com/avatar/d961/3cd9/563553_large.png?m=1749532589"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228513", 
      "title": "Barbee\uff0c\u8fd9\u4e2a\u72b6\u6001\u680f App \u771f\u4e0d\u9519\u5440\uff5e", 
      "id": "https://v2ex.6688988.xyz/t/1228513", 
      "date_published": "2026-07-20T04:01:58+00:00", 
      "content_html": "<p>\u7528\u8fc7 ice \u3001thaw \u3001bartender \u4f46\u662f\u603b\u662f\u6709\u95ee\u9898</p>\n<p>\u81ea\u4ece\u6362\u4e86 Barbee \uff0c\u8fd9\u4e5f\u6ca1\u6709\u9047\u5230\u7cdf\u5fc3\u7684\u4e8b\u513f\u4e86</p>\n<p><a href=\"https://apps.apple.com/us/app/barbee-hide-menu-bar-items/id1548711022\" rel=\"nofollow\">https://apps.apple.com/us/app/barbee-hide-menu-bar-items/id1548711022</a></p>\n"
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    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/v2mo", 
        "name": "v2mo", 
        "avatar": "https://cdn.v2ex.com/gravatar/17310cf58dc8252bafec78648a6dd23d?s=73&d=retro"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228488", 
      "title": "\u5feb\u901f\u5220\u9664 Excel \u8868\u683c\u7a7a\u884c\u7684\u5c0f\u5de5\u5177\uff0c WebAssembly \u6280\u672f\u52a0\u6301\uff0c wasm \u7edd\u4f73\u5e94\u7528\u573a\u666f", 
      "id": "https://v2ex.6688988.xyz/t/1228488", 
      "date_published": "2026-07-20T02:48:24+00:00", 
      "content_html": "<p><a href=\"https://it365.janqi.com/remove-blank-rows-in-excel-at-the-bottom/zh/\" rel=\"nofollow\">\u5feb\u901f\u5220\u9664\u8868\u683c\u7a7a\u884c \u5c0f\u5de5\u5177\uff0c\u4e00\u952e\u5220\u9664\u591a\u4f59\u7a7a\u884c</a></p>\n<p>\u8fd9\u4e2a\u7a0b\u5e8f\u4f7f\u7528\u4e86 Excelize \u7684 WebAssembly \u7248\u672c\u3002\u7b97\u662f wasm \u7edd\u4f73\u5e94\u7528\u573a\u666f\u4e86\u3002</p>\n<p>Excel \u6587\u4ef6\u4e5f\u65e0\u6cd5\u4e0a\u4f20\u670d\u52a1\u5668\uff0c\u6587\u4ef6\u6709\u66f4\u597d\u7684 [\u9690\u79c1\u4fdd\u62a4] \u3002</p>\n<p>AI \u6765\u7684\u592a\u731b\u4e86\uff0c\u611f\u89c9\u8f6f\u4ef6\u5f00\u53d1\u884c\u4e1a\u84ec\u52c3\u53d1\u5c55\u2026\u2026\u52bf\u4e0d\u53ef\u6321\u3002</p>\n<p>\u6bcf\u4e2a\u5c0f\u9700\u6c42\uff0c\u90fd\u503c\u5f97\u88ab\u770b\u89c1\uff0c\u503c\u5f97\u88ab\u5c0a\u91cd\u3002</p>\n"
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    {
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        "url": "https://v2ex.6688988.xyz/member/cs1707", 
        "name": "cs1707", 
        "avatar": "https://cdn.v2ex.com/avatar/a226/c158/45139_large.png?m=1784466848"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228405", 
      "title": "\u5206\u4eab\u4e00\u4e2a\u5c0f\u521b\u610f\uff0c\u7528 Agent \u5904\u7406\u5de5\u4f5c\u4ea4\u63a5\u7684\u95ee\u9898", 
      "id": "https://v2ex.6688988.xyz/t/1228405", 
      "date_published": "2026-07-19T13:54:35+00:00", 
      "content_html": "\u5de5\u4f5c\u4e45\u4e86\uff0c\u771f\u662f\u4ec0\u4e48\u6837\u7684\u5de5\u4f5c\u4ea4\u63a5\u90fd\u80fd\u89c1\u5230\u3002\u4ee5\u524d\u5149\u666f\u597d\uff0c\u6211\u9047\u5230\u8fc7\u4e0d\u5c11\u5f88 nice \u7684\u5927\u4f6c\uff0c\u4ea4\u63a5\u6587\u6863\u5199\u5f97\u8d85\u7ea7\u5168\uff0c\u8ba9\u4eba\u770b\u4e86\u5c31\u80fd\u611f\u89c9\u51fa\u5de5\u4f5c\u80fd\u529b\u5f88\u5f3a\uff0c\u62ff\u5230\u4e5f\u80fd\u76f4\u63a5\u4e0a\u624b\u3002<br /><br />\u4f46\u8fd1\u6765\u884c\u60c5\u4e0d\u597d\uff0c\u5947\u8469\u4e8b\u4ef6\u4e5f\u5c31\u8d8a\u6765\u8d8a\u591a\u4e86\u3002\u6709\u4e9b\u7c97\u7cd9\u7684\uff0c\u6700\u540e\u5f80\u5f80\u5c31\u6536\u5230\u4e00\u4e2a\u7f51\u76d8\u94fe\u63a5\uff0c\u91cc\u9762\u662f\u51e0\u5341\u4efd\u6587\u6863\u3001\u51e0\u4e2a Notion \u9875\u9762\uff0c\u6587\u4ef6\u540d\u770b\u8d77\u6765\u8fd8\u5f88\u50cf\uff1a\u300c\u6700\u7ec8\u7248\u300d\u300c\u6700\u7ec8\u786e\u8ba4\u7248\u300d\u300c\u6700\u65b0\u6700\u7ec8\u7248\u300d\u3002<br /><br />\u4e00\u95ee\u5462\u5c31\u8bf4\u8d44\u6599\u90fd\u5728\uff0c\u53ef\u63a5\u624b\u7684\u4eba\u80af\u5b9a\u4e00\u8138\u61f5\u903c\uff1a\u5e73\u65f6\u5230\u5e95\u770b\u54ea\u4efd\uff1f<br /><br />\u73b0\u5728\u7684\u60c5\u51b5\u5c31\u66f4\u9ebb\u70e6\u4e86\u3002\u5f88\u591a\u4eba\u6bcf\u5929\u90fd\u5728\u7528\u81ea\u5df1\u7684 AI \u52a9\u624b\u3002\u4e00\u4e2a Agent \u8ddf\u7740\u9879\u76ee\u8dd1\u4e86\u5927\u534a\u5e74\uff0c\u8bfb\u8fc7 PRD \u3001\u5ba2\u6237\u8bb0\u5f55\u3001\u7814\u7a76\u62a5\u544a\uff0c\u4e5f\u5904\u7406\u8fc7\u4e00\u5806\u96f6\u788e\u95ee\u9898\u3002\u4eba\u4e00\u8d70\uff0c\u8d26\u53f7\u4e00\u5173\uff0c\u8fd9...\u8fd9\u5c31\u6ca1\u4e86\uff1f\u4e0d\u5e94\u8be5\u5427\uff1f<br /><br />\u56e0\u4e3a\u6211\u4eec\u4e0d\u662f\u5927\u5382\uff0c\u6ca1\u90a3\u4e48\u5b8c\u5907\u7684\u7ec6\u5219\uff0c\u6240\u4ee5\u5de5\u4f5c\u4ea4\u63a5\u8fd8\u662f\u5f88\u91cd\u8981\u7684\u3002\u4f46\u76f4\u63a5\u628a AI \u8d26\u53f7\u4ea4\u7ed9\u63a5\u624b\u4eba\uff1f\u6211\u662f\u4e0d\u592a\u5efa\u8bae\u3002<br /><br />\u4e00\u6765\uff0c\u804a\u5929\u91cc\u53ef\u80fd\u6df7\u7740\u79c1\u4eba\u5bf9\u8bdd\u3001\u4e2a\u4eba\u4e60\u60ef\u3001\u5ba2\u6237\u4fe1\u606f\uff0c\u8fd8\u6709\u5404\u79cd\u672c\u5730\u7f13\u5b58\u3002\u63a5\u624b\u4e00\u4e2a\u9879\u76ee\uff0c\u6ca1\u9053\u7406\u8fde\u524d\u4efb\u4e00\u6574\u5e74\u7684\u804a\u5929\u8bb0\u5f55\u4e00\u8d77\u63a5\u7ba1\u3002<br /><br />\u4e8c\u6765\uff0c\u66f4\u522b\u8bf4\u804a\u5929\u8bb0\u5f55\u8fd8\u4f1a\u8fc7\u671f\u3002\u4e09\u4e2a\u6708\u524d\u95ee\u8fc7\u300c\u9000\u6b3e\u653f\u7b56\u6309\u54ea\u7248\u6267\u884c\u300d\uff0c\u5f53\u65f6\u7684\u56de\u7b54\u4e5f\u8bb8\u6ca1\u95ee\u9898\uff0c\u4eca\u5929\u518d\u7ffb\u51fa\u6765\uff0c\u672a\u5fc5\u8fd8\u80fd\u7528\u3002<br /><br />\u6240\u4ee5\u8fd9\u4e2a\u65b0\u5174\u7684 AI \u52a9\u624b\uff0c\u53c8\u8be5\u600e\u4e48\u4ea4\u63a5\u5462\uff1f<br /><br />\u6211\u7684\u529e\u6cd5\u662f\u8fd9\u6837\u7684\uff1a\u5148\u628a\u516c\u53f8\u771f\u6b63\u9700\u8981\u7559\u4e0b\u7684\u4e1c\u897f\u5355\u72ec\u62ff\u51fa\u6765\u3002<br /><br />\u6b63\u5f0f PRD \u3001\u5408\u540c\u3001\u4ea7\u54c1\u89c4\u5219\u3001\u7814\u7a76\u62a5\u544a\u3001\u51b3\u7b56\u8bb0\u5f55\u2014\u2014\u8fd9\u4e9b\u5f52\u516c\u53f8\u7ef4\u62a4\u3002\u4e2a\u4eba\u63d0\u793a\u8bcd\u3001\u804a\u5929\u5386\u53f2\u3001\u8bf4\u8bdd\u4e60\u60ef\u2014\u2014\u8fd9\u4e9b\u7559\u5728\u539f\u6765\u7684\u8d26\u53f7\u91cc\u3002<br /><br />\u81f3\u5c11\uff0c\u5148\u628a\u300c\u5de5\u4f5c\u8d44\u6599\u300d\u548c\u300c\u4e2a\u4eba\u4f7f\u7528\u75d5\u8ff9\u300d\u62c6\u5f00\u3002<br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/4HkCjAP.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/4HkCjAP.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /><br />\u7136\u540e\u5c31\u662f\u5de5\u4f5c\u8d44\u6599\u7684\u5904\u7406\u95ee\u9898\u4e86\u3002<br /><br />\u5982\u679c\u53ea\u662f\u628a\u5b83\u4eec\u6253\u5305\u8fdb\u7f51\u76d8\uff0c\u90a3\u515c\u515c\u8f6c\u8f6c\u8fd8\u662f\u4f1a\u56de\u5230\u7b2c\u4e00\u6b65\uff1a\u300c\u6587\u4ef6\u90fd\u7ed9\u4f60\u4e86\u3002\u300d\u63a5\u624b\u4eba\u8fd8\u662f\u5f97\u81ea\u5df1\u627e\u5f53\u524d\u7248\u672c\uff0c\u81ea\u5df1\u5bf9\u8868\u683c\u53e3\u5f84\u3002\u60f3\u7528 AI \u5e2e\u5fd9\u67e5\uff0c\u53c8\u5f97\u628a\u6587\u4ef6\u91cd\u65b0\u4f20\u4e00\u904d\u3002<br /><br />\u4e00\u70b9\u4e5f\u4e0d\u65b9\u4fbf\u3002<br /><br />\u6211\u4f30\u8ba1\u662f\u6ca1\u51e0\u4e2a\u4eba\u6709\u8fd9\u4e2a\u8010\u5fc3\u91cd\u65b0\u770b\u7684\uff0c\u666e\u904d\u90fd\u662f\u6254\u8fdb\u7f51\u76d8\u4ee5\u540e\u5c31\u675f\u4e4b\u9ad8\u9601\uff0c\u7136\u540e\u5f00\u59cb\u81ea\u5df1\u5012\u817e\u6478\u7d22\u4e86\uff0c\u91cd\u590d\u9020\u8f6e\u5b50\u8fd9\u4e00\u6b65\u5c11\u4e0d\u4e86\u3002<br /><br />\u6700\u540e\u662f\u4eba\u548c\u5de5\u5177\u90fd\u6362\u4e86\uff0c\u8d44\u6599\u5374\u8fd8\u5728\u539f\u5730\uff0c\u8c01\u4e5f\u7528\u4e0d\u987a\uff0c\u4ea4\u63a5\u4e86\u8ddf\u6ca1\u4ea4\u63a5\u4e00\u6837\u3002<br /><br />\u6240\u4ee5\u8fd9\u91cc\uff0c\u6211\u4f1a\u501f\u52a9\u4e00\u4e2a\u5e38\u7528\u7684\u6587\u6863\u89e3\u6790\u548c\u8bb0\u5fc6\u5de5\u5177 Knowhere \uff0c\u6765\u89e3\u6790\u8fd9\u4e9b\u8d44\u6599\u3002Knowhere \u662f\u590d\u6742\u3001\u810f\u4e71\u6587\u6863\u548c AI Agent \u4e4b\u95f4\u7684 Memory Layer \uff0c\u628a PDF \u3001Word \u3001Excel \u3001\u56fe\u7247\u4e22\u8fdb\u53bb\uff0c\u5b83\u4f1a\u628a\u6587\u6863\u62c6\u6210\u7ae0\u8282\u3001\u8868\u683c\u3001\u5f15\u7528\uff0c\u6574\u7406\u6210 AI \u80fd\u67e5\u3001\u80fd\u8ffd\u95ee\u3001\u8fd8\u80fd\u5e26\u56de\u539f\u6587\u51fa\u5904\u7684\u8d44\u6599\uff0c\u786e\u4fdd AI \u771f\u80fd\u8bfb\u61c2\u8fd9\u4e9b\u6587\u4ef6\uff1b<br /><br />\u5728\u89e3\u6790\u65f6\uff0cKnowhere \u4f1a\u7528\u6811\u5f62\u7ed3\u6784\u7b97\u6cd5\u6062\u590d\u6587\u6863\u91cc\u7684\u7ae0\u8282\u5173\u7cfb\uff0c\u91cd\u5efa\u6587\u6863\u5c42\u7ea7\uff0c\u540c\u65f6\u5bf9\u56fe\u7247\u548c\u8868\u683c\u505a OCR \u548c\u7ed3\u6784\u5316\u5904\u7406\uff0c\u4fdd\u7559\u6765\u6e90\u8def\u5f84\uff0c\u5f62\u6210\u53ef\u8de8\u6587\u6863\u5bfc\u822a\u7684\u8bb0\u5fc6\u56fe\u8c31\u3002<br /><br />\u5bf9\u4ea4\u63a5\u6765\u8bf4\uff0c\u8fd9\u5f88\u5173\u952e\u3002<br /><br />\u6b63\u5f0f\u8d44\u6599\u53ef\u4ee5\u6c89\u6dc0\u5728\u516c\u53f8\u7ef4\u62a4\u7684\u6587\u6863\u5e93\u91cc\uff0c\u6587\u4ef6\u89e3\u6790\u4e4b\u540e\uff0c\u7ae0\u8282\u3001\u8868\u683c\u3001\u5f15\u7528\u90fd\u4f1a\u7559\u7740\uff0c\u4e0d\u8ddf\u7740\u67d0\u4e2a\u4eba\u7684\u8d26\u53f7\u8d70\uff0c\u4e5f\u4e0d\u88ab\u67d0\u4e2a\u5de5\u5177\u7ed1\u4f4f\u3002\u540e\u9762\u6362\u4eba\u3001\u6362\u5de5\u5177\uff0c\u7167\u6837\u80fd\u67e5\uff0c\u67e5\u7684\u8fd8\u662f\u540c\u4e00\u6279\u8d44\u6599\u3002<br /><br />\u73b0\u5728\uff0cKnowhere \u8fd8\u52a0\u4e0a\u4e86 MCP \u529f\u80fd\uff0c\u65b9\u4fbf\u5916\u90e8\u5de5\u5177\u7684\u8c03\u7528\u3002<br /><br />\u6bd4\u5982\u524d\u4efb\u4e60\u60ef\u7528 TRAE \uff0c\u63a5\u624b\u4eba\u4e60\u60ef\u7528 Codex \u3002\u4e24\u8fb9\u8fde\u7684\u662f\u540c\u4e00\u4e2a\u77e5\u8bc6\u7a7a\u95f4\uff0c\u67e5\u5230\u7684\u8fd8\u662f\u90a3\u6279 PRD \u3001\u5408\u540c\u548c\u7814\u7a76\u62a5\u544a\u3002AI \u56de\u7b54\u65f6\uff0c\u8fd8\u80fd\u628a\u5bf9\u5e94\u7ae0\u8282\u548c\u539f\u6587\u4e00\u5e76\u5e26\u56de\u6765\u3002<br /><br />\u63a5\u624b\u4eba\u4e0d\u9700\u8981\u767b\u5f55\u524d\u4efb\u7684\u8d26\u53f7\uff0c\u4e5f\u4e0d\u7528\u628a\u51e0\u5341\u4efd\u6587\u4ef6\u91cd\u65b0\u5582\u4e00\u904d\u3002\u6362\u6210 Cursor \u3001Codex \uff0c\u6216\u5176\u4ed6\u652f\u6301 MCP \u7684\u5ba2\u6237\u7aef\uff0c\u8d44\u6599\u90fd\u8fd8\u5728\u516c\u53f8\u8fd9\u8fb9\u3002<br /><br />\u53ea\u9700\u8981\u4e00\u53e5\u7b80\u5355\u7684\u63d0\u95ee\uff0c\u6bd4\u65b9\u8bf4\uff1a\u300c\u5ba2\u6237\u9000\u6b3e\u6309\u54ea\u4efd\u653f\u7b56\u6267\u884c\uff1f\u300d Agent \u5c31\u53ef\u4ee5\u628a\u5f53\u524d\u6587\u4ef6\u3001\u5bf9\u5e94\u7ae0\u8282\u548c\u539f\u6587\u4e00\u8d77\u8fd4\u56de\u4e86\u3002\u54ea\u4efd\u8d44\u6599\u8fd8\u6ca1\u5165\u5e93\uff0c\u5b83\u4e5f\u80fd\u9a6c\u4e0a\u770b\u51fa\u6765\uff0c\u518d\u56de\u53bb\u8865\u3002<br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/1bD7cQp.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/1bD7cQp.png\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /><br />Knowhere \u80fd\u628a\u89e3\u6790\u540e\u7684\u9879\u76ee\u6587\u6863\uff0c\u63d0\u4f9b\u7ed9\u4e0d\u540c AI \u5de5\u5177\u67e5\u8be2\u3002<br /><br />\u5f53\u7136\uff0cKnowhere \u4e0d\u4f1a\u628a\u524d\u4efb\u8111\u5b50\u91cc\u7684\u5224\u65ad\u81ea\u52a8\u4fdd\u5b58\u4e0b\u6765\u3002\u6ca1\u6574\u7406\u3001\u6ca1\u5165\u5e93\u7684\u4e34\u65f6\u60f3\u6cd5\uff0c\u4eba\u8d70\u4ee5\u540e\u7167\u6837\u4f1a\u4e22\u3002<br />\u6240\u4ee5\u4ea4\u63a5\u5355\u4e5f\u5f97\u8ddf\u7740\u6539\u4e00\u6539\u3002\u9664\u4e86\u7f51\u76d8\u94fe\u63a5\uff0c\u6700\u597d\u518d\u5199\u6e05\u695a\uff1a<br /><br />- \u54ea\u4e9b\u8d44\u6599\u5df2\u7ecf\u8fdb\u4e86\u516c\u53f8\u77e5\u8bc6\u7a7a\u95f4<br />- \u5f53\u524d\u4ee5\u54ea\u4e00\u7248\u4e3a\u51c6<br />- \u540e\u9762\u8c01\u8d1f\u8d23\u66f4\u65b0<br />- \u63a5\u624b\u4eba\u80fd\u770b\u54ea\u4e9b\u5185\u5bb9<br /><br />\u8fd9\u6837\u4ea4\u5b8c\u4e4b\u540e\uff0c\u63a5\u624b\u4eba\u53ef\u4ee5\u76f4\u63a5\u5728\u81ea\u5df1\u7684 AI \u5de5\u5177\u91cc\u67e5\u540c\u4e00\u6279\u8d44\u6599\uff0c\u4e0d\u5fc5\u518d\u4ece\u300c\u6700\u65b0\u6700\u7ec8\u7248\u300d\u5f00\u59cb\u731c\u4e86\u3002<br /><br />\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u5c1d\u8bd5\u4e00\u4e0b\uff1a<br /><br />- \u5b98\u7f51\u4f53\u9a8c\uff1a <a target=\"_blank\" href=\"https://knowhereto.ai/?utm_source=v2ex\" rel=\"nofollow noopener\">https://knowhereto.ai/?utm_source=v2ex</a><br />- \u5f00\u6e90\u4ed3\u5e93\uff1a <a target=\"_blank\" href=\"https://github.com/Ontos-AI/knowhere\" rel=\"nofollow noopener\">https://github.com/Ontos-AI/knowhere</a><br />- MCP \u6587\u6863\uff1a <a target=\"_blank\" href=\"https://docs.knowhereto.ai/mcp?utm_source=v2ex\" rel=\"nofollow noopener\">https://docs.knowhereto.ai/mcp?utm_source=v2ex</a>"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/mangmaimu", 
        "name": "mangmaimu", 
        "avatar": "https://cdn.v2ex.com/gravatar/5cdbe7086c74dff5d9c4b65d2de13ae4?s=73&d=retro"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228400", 
      "date_modified": "2026-07-19T13:31:55+00:00", 
      "content_html": "\u5b98\u7ffb\u53ea\u8981 328 \u5143\uff0c\u6bd4\u54b8\u9c7c\u4ef7\u683c\u8fd8\u4f4e\uff0c\u4e00\u6b65\u5230\u4f4d\u4e0d\u6298\u817e\uff0c\u770b\u4e86\u62c6\u89e3\u771f\u662f\u7535\u5b50\u9ec4\u56fe\uff0c\u5bf9\u5f97\u8d77\u4ef7\u683c", 
      "date_published": "2026-07-19T13:29:25+00:00", 
      "title": "\u5df2\u5165\u624b\u5b89\u514b 160w prime \u5145\u7535\u5934\uff0c\u6bd5\u4e1a\u4e86", 
      "id": "https://v2ex.6688988.xyz/t/1228400"
    }, 
    {
      "author": {
        "url": "https://v2ex.6688988.xyz/member/vladelaina", 
        "name": "vladelaina", 
        "avatar": "https://cdn.v2ex.com/avatar/9d11/d70e/735541_large.png?m=1783507555"
      }, 
      "url": "https://v2ex.6688988.xyz/t/1228380", 
      "title": "[\u81ea\u8350\u5f00\u6e90] vlaina - \u6ca1\u9519\u5c31\u662f\u90a3\u4e2a Catime \u4f5c\u8005\u7684\u65b0\u4f5c\u7b14\u8bb0\u8f6f\u4ef6", 
      "id": "https://v2ex.6688988.xyz/t/1228380", 
      "date_published": "2026-07-19T10:37:18+00:00", 
      "content_html": "<p><img alt=\"image|690x336\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/original/3X/3/5/35a711acf308643162d11080bd7119562f2c02d6.jpeg\"/></p>\n<p><a href=\"http://vlaina.com\" rel=\"nofollow\">vlaina.com</a>\n<a href=\"https://github.com/vladelaina/vlaina\" rel=\"nofollow\">https://github.com/vladelaina/vlaina</a></p>\n<h1>\u6ca1\u9519\u6ca1\u9519\uff0c\u4f60\u6ca1\u770b\u9519\uff0c\u5c31\u662f\u90a3\u4e2a\u5199\u7eaf C \u7684<a href=\"https://github.com/vladelaina/Catime\" rel=\"nofollow\">Catime</a>\u7684\u4f5c\u8005\u7684\u65b0\u4f5c\uff0c\u4e5f\u662f Catime \u534a\u5e74\u8fdf\u8fdf\u6ca1\u6709\u53d1\u5e03\u4e00\u76f4\u5728\u505a\u7684\u4e8b\u60c5</h1>\n<blockquote>\n<p>\u63d0\u524d\u731c\u4e2a\u4f60\u4f1a\u597d\u5947\u7684\u70b9\uff1a \u8fd9\u4e2a\u4f7f\u7528\u4ec0\u4e48\u505a\u7684\uff1f\u539f\u751f\uff1f</p>\n<blockquote>\n<p>Electron,\u6ca1\u9519\uff0c\u65e2\u4e0d\u662f\u539f\u751f\uff0c\u4e5f\u4e0d\u662f tauri \uff0c\u800c\u662f\u5927\u5bb6\u90fd\u5728\u62b1\u6028\u4f53\u79ef\u5927\u7684 Electron \uff0c\u76f8\u4fe1\u4f60\u4e00\u5b9a\u597d\u5947\u4e3a\u5565\u6211\u8fd9\u628a Catime \u4e4b\u524d\u505a\u5230 200kb \u7684\u539f\u751f\u5f00\u53d1\u8005\u4e3a\u5565\u4e0d\u9009 tauri \u800c\u662f Electron \u5427\uff0c\u7b54\u6848\u5c31\u7559\u5230\u6587\u7ae0\u7684\u672b\u5c3e\u5427 :smirking_face:</p>\n</blockquote>\n</blockquote>\n<h1>\u8fd9\u4e2a\u662f\u4e2a\u4ec0\u4e48\uff1f</h1>\n<h2>\u4e00. \u4f20\u7edf\u7684 markdown \u7f16\u8f91\u5668\uff0c\u8fd9\u5757\u4e5f\u662f\u6253\u78e8\u6700\u591a\u7684\u4e00\u4e2a\u5730\u65b9</h2>\n<h3>\u8fd9\u5757\u662f\u5bf9\u7740\u53cb\u5546\u6253\u78e8\u7684\uff0c\u5e95\u5c42\u662f\u72ec\u7acb\u4ece<a href=\"https://github.com/Milkdown/milkdown\" rel=\"nofollow\">milkdown</a>(\u53ef\u4ee5\u7406\u89e3\u4e3a\u662f Typora \u7684\u5f00\u6e90\u5b9e\u73b0)\u5206\u53c9\u51fa\u6765\u5f00\u59cb\u6253\u78e8\u7684\uff0c\u7136\u540e\u6dfb\u52a0\u5927\u5bb6\u4e00\u4e9b\u5e38\u7528\u7684\u529f\u80fd</h3>\n<p><img alt=\"image|690x466\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/original/3X/0/0/005092d6b328206fee7e9f5628683335fca1823a.jpeg\"/></p>\n<h4>1. \u9009\u4e2d\u6587\u672c\u4e4b\u540e\u7684\u5de5\u5177\u680f\uff0c\u53ef\u4ee5\u5b9e\u65f6\u9884\u89c8\u6548\u679c :face_savoring_food:</h4>\n<p><img alt=\"image|690x430\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/optimized/3X/3/5/35e555b73407ee9ca3bccf37f41997506f23479b_2_690x430.png\"/>\n<img alt=\"image|690x188\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/original/3X/9/0/909f88165027f90e514fe86144077eeb47c5dc78.png\"/></p>\n<h4>2. / \u8c03\u51fa\u5feb\u6377\u547d\u4ee4 - \u8fd9\u4e2a\u5757\u662f\u72ec\u7acb\u5b9e\u73b0\u7684\uff08\u54c8\u54c8\u54c8\u54c8\uff0c\u8fd9\u5757\u6298\u78e8\u4e86\u597d\u4e45 :exploding_head:\uff09</h4>\n<p><img alt=\"image|634x500\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/optimized/3X/b/0/b061ef5edf12feecee969017fa6583491b134f60_2_634x500.png\"/></p>\n<h4>3. \u53f3\u4fa7 ai \u5bf9\u8bdd\u4fa7\u8fb9\u680f\uff0c\u53ef\u4ee5 @\u9009\u62e9\u5f53\u524d\u7684\u6587\u4ef6\u603b\u7ed3\uff0c\u8fd8\u53ef\u4ee5\u9009\u4e2d\u5185\u5bb9\u62d6\u52a8\u653e\u5230\u7b14\u8bb0\u4e2d\uff0c\u975e\u5e38\u9002\u5408\u8ba9 ai \u603b\u7ed3\u7136\u540e\u624b\u52a8\u7ef4\u62a4\uff0c\u8fd9\u91cc\u4f60\u53ef\u80fd\u4f1a\u95ee\uff0c\u4e3a\u5565\u4e0d\u662f\u8ba9 ai \u76f4\u63a5\u4fee\u6539\u539f\u6587\u5462\uff1f\u6211\u7684\u60f3\u6cd5\u662f\u7b14\u8bb0\u662f\u4e00\u4e2a\u6709\u79c1\u4eba\u610f\u4e49\u7684\u5730\u65b9\uff0c\u4f60\u4e0d\u4f1a\u5e0c\u671b\u81ea\u5df1\u6240\u6709\u7684\u7b14\u8bb0\u5168\u662f ai \u7684\uff0c\u7136\u540e\u4e0b\u56de\u518d\u770b\u7684\u65f6\u5019\u8fd8\u9700\u8981\u518d\u53bb\u7406\u89e3\u4e00\u6b21</h4>\n<p><img alt=\"image|687x500\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/original/3X/9/c/9cb28da4528e26cfba957c97b21db32aa80fec77.png\"/></p>\n<p><img alt=\"image|690x454\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/original/3X/b/9/b930de0f8e813cae53dca12382577a58d4629b94.jpeg\"/></p>\n<h4>4. \u5de6\u4fa7\u4fa7\u8fb9\u680f</h4>\n<h5>\u53f3\u952e\u5de6\u4fa7\u4fa7\u8fb9\u680f</h5>\n<p><img alt=\"image|515x369\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/original/3X/9/d/9d820e635b35782d8de094ce50d59616cbc0ced0.png\"/></p>\n<h5>\u5927\u7eb2</h5>\n<p><img alt=\"image|589x500\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/optimized/3X/e/f/efc9eaee2fb0ad0a4446803027bace8dcf150ba2_2_589x500.jpeg\"/></p>\n<hr/>\n<h2>\u53cc\u94fe</h2>\n<p><img alt=\"image|690x467\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/original/3X/d/7/d74c7aac3ac03b3ee9ae7c0afdbb172a1ed2be53.jpeg\"/></p>\n<h2>\u767d\u677f\uff0c\u8fd9\u5757\u505a\u68d2\u7684\u662f\u652f\u6301\u6570\u4f4d\u677f\uff0c\u4e4b\u524d\u4e70\u6570\u4f4d\u677f\u662f\u4e3a\u4e86\u5b66\u4e60\u677f\u7ed8\uff0c\u7ed3\u679c\u4e00\u76f4\u90fd\u5728\u5403\u7070\uff0c\u6ca1\u60f3\u5230\u5c45\u7136\u5728\u8fd9\u91cc\u7528\u4e0a\u4e86\uff0c\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8 :smiling_face_with_three_hearts:</h2>\n<p><img alt=\"image|690x471\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/original/3X/4/8/48edbf2a14c70ea63c90134ed1efbdb40bb4fe90.jpeg\"/>\n<img alt=\"image|690x441\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/optimized/3X/f/5/f5d1caa739182ded882b2b7baa570761e6fc9a34_2_690x441.png\"/></p>\n<h2>ai \u5bf9\u8bdd\u90e8\u5206\uff0c\u57fa\u672c\u597d\u7528\u7684\u70b9\u90fd\u7ed9\u652f\u6301\u4e0a\u4e86</h2>\n<p><img alt=\"image|690x373\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://h2cdn.appinn.me/optimized/3X/9/9/99aee1cbcbac1f0804844bdb2dd6256f7beb3902_2_690x373.jpeg\"/></p>\n<h1>\u6240\u4ee5\u4e3a\u5565\u4e0d\u662f tauri</h1>\n<p>\u5f88\u7b80\u5355\uff0cvlad \u7528\u7684\u662f Arch \uff0c\u5982\u679c\u4f60\u6709\u5c1d\u8bd5\u8fc7\u5c31\u4f1a\u53d1\u73b0......(\u6295\u964d\u6295\u964d)</p>\n<hr/>\n<h1>\u5982\u679c\u559c\u6b22\u7684\u8bdd\u70b9\u4e2a star \u5427:&gt;</h1>\n<p><a href=\"https://github.com/vladelaina/vlaina\" rel=\"nofollow\">https://github.com/vladelaina/vlaina</a></p>\n<p>\u5f53\u524d\u8fd9\u4e5f\u662f\u7b2c\u4e00\u6b21\u63a8\u5e7f\uff0c\u6253\u78e8\u7684\u4e5f\u6709\u5f88\u5feb\u5b58\u5728\u4e0d\u5230\u4f4d\u7684\u5730\u65b9\uff0c\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u4f46\u662f\u611f\u89c9\u8fd8\u662f\u6bd4<a href=\"https://github.com/vladelaina/Catime\" rel=\"nofollow\">Catime</a>\u7b2c\u4e00\u7248\u8981\u597d\uff0c\u90a3\u4e2a\u65f6\u5019 6000 \u884c\u6240\u6709\u7684\u4ee3\u7801\u90fd\u5199\u5230\u4e00\u4e2a main.c \u4e2d</p>\n"
    }
  ]
}