{"id":719977,"date":"2026-02-10T07:37:22","date_gmt":"2026-02-09T23:37:22","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=719977"},"modified":"2026-02-10T07:37:22","modified_gmt":"2026-02-09T23:37:22","slug":"%e7%a0%b4%e6%a1%88%e4%ba%86%ef%bc%8cpony-alpha%e4%b8%ad%e5%9b%bd%e5%88%b6%e9%80%a0%ef%bc%8c%e5%b0%8f%e9%be%99%e9%80%86%e8%a2%adai-coding","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=719977","title":{"rendered":"\u7834\u6848\u4e86\uff0cPony Alpha\u4e2d\u56fd\u5236\u9020\uff0c\u5c0f\u9f99\u9006\u88adAI Coding"},"content":{"rendered":"

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OpenRouter\u4e0a\u5e76\u672a\u6807\u6ce8Pony Alpha\u7684\u5f00\u53d1\u56e2\u961f\u3002\u4f46\u636e\u5b57\u6bcdAI\u591a\u65b9\u4e86\u89e3\uff0c\u8be5\u6a21\u578b\u51fa\u81ea\u67d0\u5bb6\u201cAI\u516d\u5c0f\u9f99\u201d\u7684\u624b\u7b14\uff0c\u6e90\u81ea\u8be5\u516c\u53f8\u5373\u5c06\u53d1\u5e03\u7684\u65b0\u4e00\u4ee3\u6a21\u578b\u3002<\/strong><\/p>\n

\u5728Coding\u80fd\u529b\u4e0a\uff0cPony Alpha\u5c55\u793a\u4e86\u5176\u5728AI Agent\u573a\u666f\u4e0b\u51fa\u8272\u7684\u89c4\u5212\u548c\u8c03\u7528\u80fd\u529b\u3002\u5728\u4e00\u4e9b\u516c\u5f00\u6d4b\u8bc4\u4e2d\uff0c\u4ec5\u7528\u4e24\u9636\u6bb5\u4ea4\u4e92\uff0c\u5c31\u81ea\u52a8\u8dd1\u901a\u4e86\u4e00\u6b3eRPG\u6e38\u620f<\/a>\u9879\u76ee\u642d\u5efa\u7684\u6d41\u7a0b\u3002<\/p>\n

\u65e0\u72ec\u6709\u5076\uff0c\u51e0\u5468\u524d\uff0c\u201c\u516d\u5c0f\u9f99\u201d\u4e2d\u7684\u6708\u4e4b\u6697\u9762\uff0c\u4e5f\u5bf9\u65d7\u4e0bKimi 2.5\u5b8c\u6210\u4e86\u4e00\u6b21\u5173\u952e\u66f4\u65b0\u3002\u5176\u5f3a\u8c03\u957f\u4e0a\u4e0b\u6587\u4e0b\u7684\u4ee3\u7801\u7406\u89e3\u3001\u4fee\u6539\u4e0e\u534f\u4f5c\uff0c\u5c06Coding\u62c9\u5411\u5de5\u7a0b\u7ea7\u4f7f\u7528\u3002<\/p>\n

\u6700\u8fd1\u4e24\u5e74\u4ee5\u6765\uff0cAI Coding\u4e00\u76f4\u88ab\u8ba4\u4e3a\u662f\u5927\u6a21\u578b\u6700\u5177\u786e\u5b9a\u6027\u7684\u5546\u4e1a\u5316\u65b9\u5411\u4e4b\u4e00\u3002GitHub Copilot\u7d2f\u8ba1\u7528\u6237\u5df2\u8d85\u8fc72000\u4e07\uff0c\u5e76\u88ab\u5927\u91cf\u4f01\u4e1a\u91c7\u7528\uff0c\u662f\u5f53\u524d\u89c4\u6a21\u6700\u5927\u7684\u4ed8\u8d39AI\u4ea7\u54c1\u4e4b\u4e00\u3002<\/p>\n

\u800c\u4f5c\u4e3a\u5f53\u4e0b\u6700\u53d7\u5173\u6ce8\u7684AI\u7f16\u7a0b\u4ea7\u54c1\uff0cClaude Code\u5728\u63a8\u51fa\u540e6\u4e2a\u6708\u5185\u5b9e\u73b0\u4e86\u7ea610\u4ebf\u7f8e\u5143\u7684\u5e74\u5316\u8425\u6536\uff0c\u5c55\u793a\u4e86AI Coding\u5df2\u5177\u5907\u771f\u5b9e\u7684\u5546\u4e1a\u5316\u6536\u5165\u80fd\u529b\u3002<\/strong><\/p>\n

\u5f00\u53d1\u8005\u4f7f\u7528\u7387\u540c\u6837\u7ed9\u51fa\u6b63\u53cd\u9988\u3002Stack Overflow 2025\u5e74\u8c03\u67e5\u663e\u793a\uff0c\u8d85\u8fc7\u516b\u6210\u5f00\u53d1\u8005\u5df2\u7ecf\u5728\u5de5\u4f5c\u4e2d\u4f7f\u7528AI\u5de5\u5177\uff0c\u5176\u4e2d\u7f16\u7a0b\u76f8\u5173\u7528\u9014\u5360\u6bd4\u6700\u9ad8\u3002<\/p>\n

\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u5c0f\u9f99\u4eec\u5728AI Coding\u4e0a\u7684\u9006\u88ad\uff0c\u672c\u8d28\u4e0a\u662f\u60f3\u5728\u4e0e\u5934\u90e8\u4f01\u4e1a\u7ade\u4e89\u7684AGI\u8d5b\u9053\u4e0a\uff0c\u627e\u5230\u4e00\u6761\u65e2\u80fd\u4ee3\u8868\u5148\u8fdb\u751f\u4ea7\u529b\u3001\u53c8\u80fd\u7a33\u5b9a\u53d8\u73b0\u7684\u8def\u5f84\u3002<\/p>\n

01<\/strong><\/p>\n

\u7ea2\u5305\u5927\u6218\u672a\u843d\uff0cCoding\u5927\u6218\u518d\u8d77<\/strong><\/p>\n

\u8fd9\u4e2a\u6625\u8282\u6863\uff0c\u5927\u4f17\u7528\u6237\u5bf9AI\u7684\u76f4\u89c2\u611f\u53d7\uff0c\u5927\u591a\u90fd\u6765\u81ea\u7ea2\u5305\u3002\u5143\u5b9d\u3001\u5343\u95ee\u3001\u767e\u5ea6<\/a>\u7b49\u5927\u5382\u5148\u540e\u5927\u89c4\u6a21\u6d3e\u53d1\u7ea2\u5305\uff0c\u5728\u4e89\u62a2\u539f\u751fAI\u5165\u53e3\u7684\u7ade\u9010\u4e2d\u4f60\u8ffd\u6211\u8d76\u3002<\/p>\n

\u4f46\u5728\u6a21\u578b\u5e02\u573a\uff0c\u53e6\u4e00\u4e2a\u201c\u6625\u8282\u6863\u201d\u5728\u6084\u6084\u5f00\u6f14\u3002\u8fc7\u53bb\u4e00\u5468\uff0cOpenAI<\/a>\u548cAnthropic\u51e0\u4e4e\u540c\u65f6\u628a\u201cCoding\u201d\u505a\u6210\u4ea7\u54c1\u7ea7\u52a8\u4f5c\uff1aOpenAI\u63a8\u51faCodex\u684c\u9762\u5f62\u6001\uff0c\u5f3a\u8c03\u591a\u4ee3\u7406\u957f\u4efb\u52a1\uff1bAnthropic\u53d1\u5e03Opus 4.6\u5e76\u5f3a\u5316Claude Code\u3002<\/p>\n

\u4e0d\u540c\u4e8e\u4f20\u7edf\u8865\u5168\u5f0f\u5de5\u5177\uff0cClaude Code\u88ab\u8bbe\u8ba1\u4e3a\u53ef\u76f4\u63a5\u8bfb\u53d6\u4ee3\u7801\u4ed3\u5e93\u3001\u8c03\u7528\u7ec8\u7aef\u4e0e\u6d4b\u8bd5\u6d41\u7a0b\u7684\u5de5\u7a0b\u578bAgent\uff0c\u652f\u6301\u4efb\u52a1\u62c6\u89e3\u3001\u547d\u4ee4\u6267\u884c\u3001\u7ed3\u679c\u6821\u9a8c\u7684\u95ed\u73af\u64cd\u4f5c\uff0c\u66f4\u63a5\u8fd1\u771f\u5b9e\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002<\/p>\n

\u8fd9\u4e00\u53d8\u5316\u7684\u6838\u5fc3\uff0c\u662f\u6a21\u578b\u662f\u5426\u5177\u5907\u4efb\u52a1\u81ea\u6cbb\u80fd\u529b\u3002\u4e5f\u6b63\u662f\u5728\u8fd9\u4e2a\u80cc\u666f\u4e0b\uff0cKimi 2.5\u4e0ePony Alpha\u7684\u51fa\u73b0\uff0c\u6210\u4e3a\u56fd\u4ea7\u6a21\u578b\u5728Coding\u821e\u53f0\u4e0a\u7684\u4e00\u6b21\u91cd\u8981\u8ddf\u8fdb\u3002<\/p>\n

\u5148\u770bKimi 2.5\u3002\u6839\u636e\u5b98\u65b9\u6587\u6863\uff0cKimi 2.5\u5f15\u5165\u4e86\u6240\u8c13\u7684\u201cAgent Swarm\uff08\u667a\u80fd\u4f53\u96c6\u7fa4\uff09\u201d\u67b6\u6784\uff0c\u53ef\u4ee5\u81ea\u53d1\u521b\u5efa\u6700\u591a\u7ea6100\u4e2a\u5b50\u667a\u80fd\u4f53\uff0c\u5e76\u884c\u5904\u7406\u4efb\u52a1\u4e2d\u7684\u4e0d\u540c\u5b50\u95ee\u9898\u3002<\/p>\n

\"\u7834\u6848\u4e86\uff0cPony<\/p>\n

\u8fd9\u4e2a\u8bbe\u8ba1\u5728\u9762\u5bf9\u9700\u8981\u591a\u6b65\u9aa4\u534f\u4f5c\u7684\u590d\u6742\u5de5\u4f5c\u6d41\u65f6\uff0c\u80fd\u591f\u5b9e\u73b0\u591a\u8def\u5e76\u884c\u6267\u884c\u4e0e\u5de5\u5177\u8c03\u7528\u3002<\/p>\n

\u5728\u8fd9\u4e00\u6d41\u7a0b\u4e2d\uff0c\u4e00\u4e2aCoding\u4efb\u52a1\u4e0d\u518d\u7531\u5355\u4e00\u6a21\u578b\u5b8c\u6210\uff0c\u800c\u662f\u88ab\u62c6\u89e3\u4e3a\u591a\u4e2a\u5b50\u4efb\u52a1\uff0c\u5e76\u7531\u4e0d\u540cAgent\u5e76\u884c\u5904\u7406\u3002\u8fd9\u79cd\u5e76\u884c\u4e0d\u662f\u5e76\u53d1\u751f\u6210\uff0c\u800c\u662f\u804c\u8d23\u5206\u79bb\u3002<\/p>\n

\u5728\u5b98\u65b9\u793a\u4f8b\u4e2d\uff0c\u53ef\u4ee5\u770b\u5230\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u81ea\u7136\u8bed\u8a00\u63d0\u793a\u4e2d\uff0c\u751f\u6210\u5b8c\u6574\u7684\u524d\u7aef\u754c\u9762\u5e76\u5b9e\u73b0\u4ea4\u4e92\u6548\u679c\u3002<\/p>\n

Agent Swarm\u4e0d\u9700\u8981\u4e8b\u5148\u5b9a\u4e49\u5b50\u667a\u80fd\u4f53\u6216\u5de5\u4f5c\u6d41\uff0c\u5728\u63a5\u5230\u590d\u6742\u4efb\u52a1\u65f6\u4f1a\u81ea\u52a8\u5206\u914d\u8d1f\u8d23\u201c\u641c\u7d22\u3001\u8c03\u8bd5\u3001\u7f16\u5199\u3001\u9a8c\u8bc1\u201d\u7684\u5b50Agent\uff0c\u5e76\u884c\u63a8\u8fdb\u3002\u76f8\u6bd4\u4f20\u7edf\u5355Agent\u7684\u4e32\u884c\u6267\u884c\uff0c\u8fd9\u79cd\u505a\u6cd5\u80fd\u663e\u8457\u7f29\u77ed\u4efb\u52a1\u5b8c\u6210\u65f6\u95f4\u3002<\/strong><\/p>\n

\u8fd9\u79cd\u201c\u804c\u8d23\u5206\u79bb+\u72b6\u6001\u5171\u4eab\u201d\u7684\u591aAgent\u8c03\u5ea6\u65b9\u5f0f\uff0c\u91cd\u70b9\u4e0d\u5728\u751f\u6210\u901f\u5ea6\uff0c\u800c\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u51cf\u5c11\u4e0a\u4e0b\u6587\u51b2\u7a81\u4e0e\u903b\u8f91\u56de\u6eda\u98ce\u9669<\/a>\uff0c\u66f4\u9002\u5408\u5de5\u7a0b\u7ea7\u957f\u6d41\u7a0b\u6267\u884c\u3002<\/p>\n

\u800c\u8bf4\u5230Pony Alpha\uff0c\u8fd9\u6b3e\u5728OpenRouter\u4e0a\u8e7f\u7ea2\u7684\u6a21\u578b\u6ca1\u6709\u5b98\u65b9\u767d\u76ae\u4e66\uff0c\u4f46\u516c\u5f00\u7684\u6a21\u578b\u63cf\u8ff0\u548c\u793e\u533a\u5b9e\u6d4b\u663e\u793a\uff0c\u5b83\u5728\u957f\u671f\u4efb\u52a1\u89c4\u5212\u4e0e\u5de5\u7a0b\u7ea7\u8f93\u51fa\u65b9\u9762\u8868\u73b0\u8f83\u4e3a\u7a81\u51fa\u3002<\/p>\n

OpenRouter\u663e\u793a\uff0cPony Alpha\u5177\u5907\u8f83\u5927\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff08\u7ea6200K tokens\uff09\u3002\u5728\u591a\u4e2a\u5b9e\u6d4b\u6848\u4f8b\u4e2d\uff0c\u7528\u6237\u8ba9Pony Alpha\u5b8c\u6210\u7684\u51e0\u4e2a\u6d4b\u8bd5\u4efb\u52a1\u90fd\u987a\u5229\u8dd1\u901a\uff0c\u591a\u4e3a\u4e00\u6b21\u6027\u751f\u6210\u5b8c\u6574\u7684\u6570\u636e\u53ef\u89c6\u5316\u3001\u7b97\u6cd5\u5b9e\u73b0\u53ca\u524d\u7aef\u5c55\u793a\u7684\u5de5\u4f5c\u7247\u6bb5\u3002<\/p>\n

\u5728\u642d\u5efa\u6e38\u620f\u67b6\u6784\u7684\u573a\u666f\u4e2d\u4e2d\uff0cPony Alpha\u80fd\u5728\u4e00\u6b21\u751f\u6210\u4e2d\u540c\u65f6\u5b8c\u6210\u6570\u503c\u8ba1\u7b97\u3001\u72b6\u6001\u7ef4\u62a4\u548c\u53ef\u89c6\u5316\u5448\u73b0\uff0c\u5e76\u4e14\u5728\u540e\u7eed\u4fee\u6539\u6307\u4ee4\u4e0b\uff0c\u4e0d\u4f1a\u7834\u574f\u65e2\u6709\u7ed3\u6784\u3002<\/p>\n

\u800c\u636e\u793e\u533a\u5b9e\u6d4b\u6848\u4f8b\u663e\u793a\uff0c\u6709\u5f00\u53d1\u8005\u4f7f\u7528Pony Alpha\u914d\u5408Claude Code\u8fd0\u884cMinecraft\u9879\u76ee\uff0c\u5386\u65f6\u7ea62\u5c0f\u65f6\u751f\u6210\u7ea6170KB\u7eafJavaScript\u4ee3\u7801\uff0c\u8f93\u51fa\u8d28\u91cf\u88ab\u8bc4\u4ef7\u4e3a\u201c\u8d85\u9884\u671f\u201d\u3002<\/p>\n

\u53e6\u6709\u6d4b\u8bd5\u6307\u51fa\uff0c\u8be5\u6a21\u578b\u5728SVG\u751f\u6210\u7b49\u7ec6\u8282\u4efb\u52a1\u4e0a\u5c55\u73b0\u51fa\u201c\u63a5\u8fd1Claude Opus 4.5\u7ea7\u522b\u7684\u5ba1\u7f8e\u4e0e\u5b8c\u6210\u5ea6\u201d\u3002<\/p>\n

\u663e\u7136\uff0c\u9762\u5bf9Coding\u80fd\u529b\u7684\u8fed\u4ee3\u7684\u547d\u9898\uff0cPony Alpha\u548cKimi 2.5\u4e0eClaude\u7b49\u7f8e\u56fd<\/a>\u540c\u884c\uff0c\u90fd\u7784\u51c6\u4e86\u540c\u4e00\u4e2a\u75db\u70b9\uff0c\u5982\u4f55\u628a\u201c\u5de5\u7a0b\u7ea7\u201d\u7684\u590d\u6742\u4efb\u52a1\u8dd1\u901a\u3002<\/p>\n

\u4e5f\u6b63\u56e0\u6b64\uff0cAI Coding\u88ab\u8ba4\u4e3a\u662f\u76ee\u524d\u6700\u5177\u5546\u4e1a\u5316\u6f5c\u529b\u7684\u65b9\u5411\u4e4b\u4e00\u3002\u4e0e\u4f20\u7edf\u804a\u5929\u673a\u5668\u4eba\u4e0d\u540c\uff0cAgentic\u5de5\u4f5c\u6d41\u9700\u8981\u6a21\u578b\u8fdb\u884c\u591a\u8f6e\u5de5\u5177\u8c03\u7528\u3001\u957f\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u4e0e\u590d\u6742\u4efb\u52a1\u89c4\u5212\uff0c\u8fd9\u5c06\u5bfc\u81f4\u5355\u6b21\u4ea4\u4e92\u7684token\u6d88\u8017\u91cf\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002<\/p>\n

\u7a33\u5b9a\u3001\u6301\u7eed\u7684\u751f\u4ea7\u529b\u8f93\u51fa\uff0c\u662fB\u7aef\u573a\u666f\u6025\u9700\u7684AI Coding\u6f14\u8fdb\u65b9\u5411\u3002<\/p>\n

\u4ece\u8fd9\u4e2a\u610f\u4e49\u4e0a\u770b\uff0c\u201c\u5c0f\u9f99\u9006\u88adAI Coding\u201d\u5e76\u4e0d\u662f\u6280\u672f\u5c42\u9762\u7684\u53e3\u53f7\uff0c\u800c\u662f\u4e00\u79cd\u73b0\u5b9e\u9009\u62e9\uff1a<\/p>\n

\u5927\u5382\u4eec\u53ef\u4ee5\u9009\u62e9\u7528\u7ea2\u5305\u548c\u201c\u949e\u80fd\u529b\u201d\u53bb\u843d\u5730\u6a21\u578b\u7684\u8bdd\u8bed\u6743\uff0c\u4f46\u5bf9\u4e8e\u521b\u4e1a<\/a>\u516c\u53f8\u800c\u8a00\uff0c\u8bdd\u8bed\u6743\u548c\u5546\u4e1a\u5316\u90fd\u9700\u8981\u6a21\u578b\u6765\u5b9e\u73b0\u3002<\/strong><\/p>\n

\u6362\u8a00\u4e4b\uff0c2026\u5e74\u7684\u56fd\u4ea7AI Coding\uff0c\u8bf4\u4e0d\u5b9a\u8fd8\u771f\u662f\u5c0f\u9f99\u5148\u8dd1\u51fa\u6765\u3002<\/p>\n

02<\/strong><\/p>\n

\u56fd\u4ea7AI Coding\u724c\uff0c\u8bf4\u4e0d\u5b9a\u8981\u9760\u5c0f\u9f99\u6253<\/strong><\/p>\n

\u817e\u8baf<\/a>CEO\u9996\u5e2d\u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u66fe\u6709\u4e00\u4e2a\u5224\u65ad\uff1a\u5728AI Coding\u9886\u57df\u53ea\u6709\u6700\u597d\u7684\uff0c\u6216\u8005\u6700\u8d35\u7684\u6a21\u578b\uff0c\u624d\u4f1a\u88ab\u957f\u671f\u8ba2\u9605\u3002<\/strong><\/p>\n

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\u5b57\u8282\u8df3\u52a8\u5219\u901a\u8fc7Trae\u7b49\u5f00\u53d1\u8005\u5de5\u5177\uff0c\u5c06\u5927\u6a21\u578b\u4e0eIDE\u3001\u7f16\u8f91\u5668\u6df1\u5ea6\u7ed3\u5408\uff0c\u652f\u6301\u8de8\u5e73\u53f0\u7f16\u7801\u8f85\u52a9\u4e0e\u8c03\u8bd5\u5de5\u4f5c\u3002<\/p>\n

\u8fd9\u4e9b\u5927\u5382\u4ea7\u54c1\u7684\u663e\u8457\u5171\u6027\u662f\uff1a\u6df1\u5ea6\u7ed3\u5408\u81ea\u6709\u5927\u6a21\u578b\u4f53\u7cfb\uff0c\u9762\u5411\u5185\u90e8\u5de5\u7a0b\u4e0e\u4f01\u4e1a\u7ea7\u7528\u6237\u7684\u590d\u6742\u6d41\u7a0b\u3002<\/strong><\/p>\n<\/p>\n

\u5b83\u4eec\u5f80\u5f80\u5f3a\u8c03\u89c4\u8303\u3001\u5b89\u5168\u3001\u79c1\u6709\u5316\u90e8\u7f72\u7b49\u4f01\u4e1a\u8bc9\u6c42\uff0c\u5e76\u901a\u8fc7\u4e0eIDE\u3001\u4e91\u670d\u52a1<\/a>\u5e73\u53f0\u7684\u8054\u52a8\u6765\u63d0\u5347\u5de5\u7a0b\u6548\u7387\uff0c\u800c\u4e0d\u4e00\u5b9a\u76f4\u63a5\u6253\u5305\u6210\u5bf9\u5916\u53ef\u8ba2\u9605\u7684\u6807\u51c6\u5316\u4ea7\u54c1\u3002<\/p>\n

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\u6362\u8a00\u4e4b\uff0cAI\u521b\u4e1a\u516c\u53f8\u6ca1\u6709\u81ea\u7559\u5730\uff0c\u4e00\u5207\u6280\u672f\u8fed\u4ee3\u90fd\u8981\u4e3a\u6253\u5f00\u5e02\u573a\u670d\u52a1\u3002<\/p>\n

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Anthropic\u5728\u6a21\u578b\u8bbe\u8ba1\u4e0a\u6301\u7eed\u5f3a\u5316\u957f\u4e0a\u4e0b\u6587\u7a33\u5b9a\u6027\u3001\u5de5\u5177\u8c03\u7528\u4e00\u81f4\u6027\u548c\u7ea6\u675f\u9075\u5faa\u80fd\u529b\uff0c\u5176\u76ee\u6807\u5e76\u975e\u4e00\u6b21\u6027\u751f\u6210\u6548\u679c\uff0c\u800c\u662f\u964d\u4f4e\u6a21\u578b\u5728\u771f\u5b9e\u5de5\u7a0b\u6d41\u7a0b\u4e2d\u7684\u5931\u8bef\u7387\u4e0e\u8fd4\u5de5\u6210\u672c\u3002<\/p>\n

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(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

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