{"id":673,"date":"2026-11-02T07:04:01","date_gmt":"2026-11-01T23:04:01","guid":{"rendered":"https:\/\/aidashxp.com\/deepseek-super-agent-architecture\/"},"modified":"2026-11-02T07:04:18","modified_gmt":"2026-11-01T23:04:18","slug":"deepseek-super-agent-architecture","status":"publish","type":"post","link":"https:\/\/aidashxp.com\/en\/deepseek-super-agent-architecture\/","title":{"rendered":"DeepSeek \u5f00\u6e90 Super-agent \u67b6\u6784\uff1aRouter+Worker \u53cc\u5c42\u8c03\u5ea6\uff0cP95 \u4efb\u52a1\u8017\u65f6\u780d\u534a"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u8fd9\u6b21\u6ca1\u6709\u53d1\u65b0\u6a21\u578b\u300210 \u6708 31 \u65e5\uff0c\u56e2\u961f\u516c\u5f00\u7684\u662f\u4e00\u7bc7\u5de5\u7a0b\u67b6\u6784\u5206\u4eab\u2014\u2014\u300aSuper-agent\uff1a\u8fc8\u5411\u66f4\u81ea\u4e3b\u7684 Agent \u7cfb\u7edf\u300b\uff0c\u540c\u65f6\u653e\u51fa\u4e86\u53ef\u8fd0\u884c\u7684\u539f\u578b\u4ee3\u7801\u3002\u6838\u5fc3\u547d\u9898\u5f88\u76f4\u63a5\uff1a\u6a21\u578b\u5904\u7406\u5355\u9879\u4efb\u52a1\u7684\u80fd\u529b\u5df2\u7ecf\u591f\u5f3a\u4e86\uff0c\u73b0\u5728\u5361\u4f4f\u6548\u7387\u7684\u4e0d\u662f\u6a21\u578b\uff0c\u800c\u662f\u4eba\u7684\u6ce8\u610f\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u5224\u65ad\u503c\u5f97\u8ba4\u771f\u770b\u3002\u8fc7\u53bb\u4e00\u5e74\u884c\u4e1a\u5728\u6bd4\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u6bd4\u57fa\u51c6\u6d4b\u8bd5\u5206\u6570\uff0c\u4f46\u771f\u6b63\u5929\u5929\u7528 Agent \u5e72\u6d3b\u7684\u4eba\u90fd\u77e5\u9053\uff0c\u74f6\u9888\u65e9\u5c31\u4e0d\u5728\u5355\u6b21\u5bf9\u8bdd\u91cc\uff0c\u800c\u5728\u300c\u4f60\u4e00\u4e2a\u4eba\u80fd\u540c\u65f6\u63a8\u8fdb\u51e0\u4e2a\u4efb\u52a1\u300d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u74f6\u9888\u4e0d\u662f\u6a21\u578b\uff0c\u662f\u4e00\u4e2a\u4eba\u53ea\u80fd\u76ef 3 \u5230 5 \u4e2a\u4f1a\u8bdd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u56e2\u961f\u63cf\u8ff0\u7684\u65e5\u5e38\u573a\u666f\u51e0\u4e4e\u4eba\u4eba\u90fd\u719f\u6089\uff1a\u5148\u5728 IM \u7fa4\u91cc\u8ba8\u8bba\u6280\u672f\u65b9\u6848\uff0c\u518d\u53bb GitHub \u63d0 PR\uff0c\u7136\u540e\u6839\u636e PR \u8bc4\u8bba\u6539\u5b9e\u73b0\u3002\u5bf9\u4f20\u7edf\u7f16\u7a0b Agent \u6765\u8bf4\uff0c\u8fd9\u4e09\u6b65\u6563\u843d\u5728\u4e0d\u540c\u4f1a\u8bdd\u91cc\uff0c\u7528\u6237\u5f97\u81ea\u5df1\u8bb0\u4f4f\u6bcf\u4e2a\u4f1a\u8bdd\u8fdb\u884c\u5230\u54ea\u4e00\u6b65\uff0c\u518d\u624b\u52a8\u628a\u4e0a\u4e0b\u6587\u91cd\u65b0\u4ea4\u4ee3\u4e00\u904d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ed6\u4eec\u7ed9\u51fa\u7684\u89c2\u5bdf\u662f\uff1a\u4e00\u4e2a\u4eba\u901a\u5e38\u53ea\u80fd\u540c\u65f6\u8ddf\u8fdb 3 \u5230 5 \u4e2a\u6d3b\u8dc3\u4f1a\u8bdd\u3002\u6a21\u578b\u8d8a\u5f3a\uff0c\u8fd9\u4e2a\u4eba\u7c7b\u74f6\u9888\u8d8a\u660e\u663e\u2014\u2014Agent \u80fd\u5e72\u7684\u6d3b\u53d8\u591a\u4e86\uff0c\u4f46\u4f60\u8c03\u5ea6\u4e0d\u8fc7\u6765\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53cc\u5c42\u67b6\u6784\uff1aRouter \u5f53\u8c03\u5ea6\u5458\uff0cWorker \u5177\u4f53\u5e72\u6d3b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Super-agent \u7684\u67b6\u6784\u5206\u6210\u4e0a\u4e0b\u4e24\u5c42\u3002<strong>\u4e0a\u5c42 Router<\/strong> \u662f\u603b\u8c03\u5ea6\u5458\uff0c\u8d1f\u8d23\u63a5\u6536\u6d88\u606f\u3001\u5206\u914d\u4efb\u52a1\u3001\u7ef4\u62a4\u5168\u5c40\u4e0a\u4e0b\u6587\uff1b<strong>\u4e0b\u5c42 Worker<\/strong> \u662f\u4e00\u7ec4\u8d1f\u8d23\u5177\u4f53\u6267\u884c\u7684 Agent \u4f1a\u8bdd\uff0c\u591a\u4e2a\u4efb\u52a1\u53ef\u4ee5\u540c\u65f6\u63a8\u8fdb\u3001\u4e92\u4e0d\u5e72\u6270\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5173\u952e\u8bbe\u8ba1\u5728\u300c\u8ba2\u9605\u4e0e\u76f4\u901a\u300d\u673a\u5236\uff1a\u67d0\u4e2a Worker \u63a5\u624b\u4e00\u6761 GitHub PR \u540e\uff0c\u53ef\u4ee5\u76f4\u63a5\u8ba2\u9605\u540e\u7eed\u8bc4\u8bba\u3002\u4e4b\u540e\u6709\u4eba\u63d0\u4fee\u6539\u610f\u89c1\uff0c\u6d88\u606f\u76f4\u63a5\u7ed9\u5230\u8fd9\u4e2a Worker \u5904\u7406\uff0c\u4e0d\u9700\u8981\u518d\u7ecf\u8fc7 Router \u5c42\u5c42\u8f6c\u53d1\u3002\u8001\u4efb\u52a1\u6709\u4eba\u6301\u7eed\u8ddf\u8fdb\uff0c\u65b0\u4efb\u52a1\u4e5f\u80fd\u53ca\u65f6\u5206\u914d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5957\u8bbe\u8ba1\u6709\u91cf\u5316\u6536\u76ca\u3002<a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u5b9e\u6d4b\u53d1\u73b0\uff0c\u53d6\u6d88\u4e8b\u4ef6\u76f4\u901a\u673a\u5236\u540e\uff0cRouter \u7684\u51b3\u7b56\u6b21\u6570\u589e\u52a0\u7ea6 <strong>30%<\/strong>\uff0c\u8bfb\u53d6\u7f13\u5b58 Token \u589e\u52a0\u7ea6 <strong>37%<\/strong>\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5408\u7406\u7684\u4e8b\u4ef6\u8def\u7531\u4e0d\u53ea\u662f\u67b6\u6784\u597d\u770b\uff0c\u76f4\u63a5\u7701\u7684\u662f Token \u8d26\u5355\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u4e2a\u5173\u952e\u8bcd\uff1a\u8fde\u7eed\u3001\u9ad8\u6548\u3001\u4e3b\u52a8\u3001\u6301\u4e45<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8fde\u7eed<\/strong>\uff1a\u8de8\u4f1a\u8bdd\u3001\u8de8\u5de5\u4f5c\u5e73\u53f0\u4fdd\u6301\u4efb\u52a1\u4e0a\u4e0b\u6587\uff0c\u4e0d\u7528\u53cd\u590d\u89e3\u91ca\u524d\u60c5<\/li>\n<li><strong>\u9ad8\u6548<\/strong>\uff1a\u591a\u4e2a\u590d\u6742\u4efb\u52a1\u5e76\u884c\u6267\u884c\uff0c\u8017\u65f6\u4efb\u52a1\u4e0d\u963b\u585e\u65b0\u7684\u4ea4\u4e92<\/li>\n<li><strong>initiative<\/strong>\uff1a\u6301\u7eed\u89c2\u5bdf\u73af\u5883\u53d8\u5316\uff0c\u5728\u6709\u5fc5\u8981\u65f6\u81ea\u884c\u91c7\u53d6\u884c\u52a8<\/li>\n<li><strong>\u6301\u4e45<\/strong>\uff1a\u957f\u671f\u5728\u7ebf\u8fd0\u884c\uff0c\u9047\u5230\u5f02\u5e38\u80fd\u5c1d\u8bd5\u81ea\u52a8\u6062\u590d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u4e3b\u52a8\u300d\u8fd9\u4e00\u6761\u6700\u53cd\u76f4\u89c9\uff0c\u9760\u7684\u662f<strong>\u6295\u673a\u6267\u884c<\/strong>\uff08Speculative Execution\uff09\uff1aAI \u53d1\u73b0\u67d0\u4ef6\u4e8b\u53ef\u80fd\u9700\u8981\u5904\u7406\u65f6\uff0c\u63d0\u524d\u5728\u540e\u53f0\u8bd5\u3002\u7fa4\u91cc\u6709\u4eba\u8ba8\u8bba\u4e00\u4e2a Bug\uff0c\u5b83\u5148\u7740\u624b\u590d\u73b0\u3001\u67e5\u539f\u56e0\uff0c\u627e\u5230\u7b80\u5355\u53ef\u884c\u7684\u4fee\u590d\u65b9\u6848\u5c31\u628a\u7ed3\u679c\u4ea4\u7ed9\u7528\u6237\uff1b\u6ca1\u627e\u5230\u6709\u6548\u7ed3\u679c\u5c31\u4fdd\u6301\u5b89\u9759\uff0c\u4e0d\u6253\u6270\u4eba\u3002\u540c\u6837\u7684\u601d\u8def\u53ef\u4ee5\u7528\u5728\u4e2a\u4eba\u52a9\u624b\u4e0a\u2014\u2014\u6536\u5230\u4f1a\u8bae\u9080\u7ea6\u540e\uff0c\u5148\u67e5\u65e5\u7a0b\u51b2\u7a81\u3001\u6574\u7406\u76f8\u5173\u8d44\u6599\u3001\u51c6\u5907\u597d\u56de\u590d\u8349\u7a3f\uff0c\u7b49\u4f60\u786e\u8ba4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9e\u6d4b\uff1aP95 \u4efb\u52a1\u8017\u65f6\u4ece 29.5 \u5206\u949f\u538b\u5230 15.7 \u5206\u949f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u505a\u4e86\u4e00\u7ec4\u521d\u6b65\u5b9e\u9a8c\uff1a\u6a21\u62df\u7ea6 300 \u6761\u6d88\u606f\u300120 \u9879\u5de5\u4f5c\u8bf7\u6c42\u7684\u534f\u4f5c\u73af\u5883\uff0c\u5bf9\u6bd4 Super-agent \u4e0e\u4f20\u7edf\u300c\u5355 Session \u52a0 Subagent\u300d\u65b9\u6848\uff0c\u6bcf\u79cd\u914d\u7f6e\u91cd\u590d\u6d4b\u8bd5 5 \u6b21\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>plan<\/th><th>\u4e2d\u4f4d\u8017\u65f6<\/th><th>P95 \u8017\u65f6<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>Super-agent<\/strong><\/td><td>12.4 \u5206\u949f<\/td><td>15.7 \u5206\u949f<\/td><td>Router + Worker \u53cc\u5c42\u8c03\u5ea6<\/td><\/tr>\n<tr><td>\u4f20\u7edf\u5355 Session<\/td><td>\u2014<\/td><td>29.5 \u5206\u949f<\/td><td>\u4e2d\u6027\u63d0\u793a\u4e0b\u6d4b\u5f97<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">P95 \u51e0\u4e4e\u780d\u534a\uff0c\u8fd9\u4e2a\u6570\u5b57\u6bd4\u4e2d\u4f4d\u6570\u66f4\u6709\u610f\u4e49\u2014\u2014\u5b83\u53cd\u6620\u7684\u662f\u300c\u6700\u5dee\u7684\u90a3\u6279\u4efb\u52a1\u6709\u591a\u6162\u300d\uff0c\u4e5f\u5c31\u662f\u4eba\u771f\u6b63\u4f1a\u4e0d\u723d\u7684\u90a3\u90e8\u5206\u4f53\u9a8c\u3002\u5f53\u7136\u8fd9\u662f\u6a21\u62df\u73af\u5883\uff0c\u771f\u5b9e IM \u7fa4\u548c GitHub \u7684\u566a\u58f0\u53ea\u4f1a\u66f4\u5927\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">24 \u5c0f\u65f6\u5728\u7ebf\u7684\u4e09\u4e2a\u5de5\u7a0b\u624b\u6bb5<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e24\u7ea7\u4e8b\u4ef6\u8fc7\u6ee4<\/strong>\uff1a\u5148\u7528\u7a0b\u5e8f\u89c4\u5219\u7b5b\u6389\u65e0\u5173\u6d88\u606f\uff0c\u518d\u7531\u5927\u6a21\u578b\u5224\u65ad\u5269\u4f59\u4e8b\u4ef6\u662f\u5426\u9700\u8981\u884c\u52a8\uff0c\u51cf\u5c11\u65e0\u8c13\u7684 Token \u6d88\u8017<\/li>\n<li><strong>\u5f02\u6b65 ReAct Loop<\/strong>\uff1a\u6267\u884c\u8017\u65f6\u4efb\u52a1\u65f6\u4ecd\u80fd\u54cd\u5e94\u65b0\u6307\u4ee4\u3002\u8be5\u673a\u5236\u5df2\u5728 <a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> Harness \u4e2d\u5b9e\u73b0\uff0c\u4f46\u5c1a\u672a\u9ed8\u8ba4\u5f00\u542f<\/li>\n<li><strong>\u7b97\u529b\u4e0e\u72b6\u6001\u5206\u79bb + Watchdog<\/strong>\uff1a\u8ba1\u7b97\u903b\u8f91\u5728\u4e91\u7aef\u8dd1\uff0c\u4f1a\u8bdd\u72b6\u6001\u72ec\u7acb\u4fdd\u5b58\uff0c\u672c\u5730\u4fdd\u7559\u5de5\u4f5c\u73af\u5883\uff1b\u53e6\u6709\u4e00\u4e2a\u4e13\u95e8\u76d1\u7763\u5176\u4ed6 Agent \u7684\u770b\u95e8\u72d7\uff0c\u80fd\u5224\u65ad\u4efb\u52a1\u662f\u5426\u9677\u5165\u65e0\u6548\u5faa\u73af\u3001\u504f\u79bb\u76ee\u6807\uff0c\u5e76\u5c1d\u8bd5\u4ecb\u5165\u4fee\u590d<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">What this means for developers<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\uff0c\u8fd9\u6b21\u7ed9\u7684\u662f\u539f\u578b\u4ee3\u7801\u800c\u4e0d\u662f\u767d\u76ae\u4e66\uff0c\u80fd\u76f4\u63a5\u62c9\u4e0b\u6765\u8dd1\uff0c\u6bd4\u770b\u67b6\u6784\u56fe\u6709\u7528\u5f97\u591a\u3002\u7b2c\u4e8c\uff0cRouter\/Worker \u5206\u79bb\u3001\u4e8b\u4ef6\u8ba2\u9605\u8fd9\u5957\u601d\u8def\u53ef\u4ee5\u8fc1\u79fb\u5230\u81ea\u5df1\u7684 Agent \u7cfb\u7edf\u91cc\uff0c\u4e0d\u7ed1\u5b9a <a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u7684\u6a21\u578b\u3002\u7b2c\u4e09\uff0c\u8981\u6e05\u9192\u770b\u5f85\u6210\u672c\uff1a\u5e76\u884c\u3001\u6295\u673a\u3001\u770b\u95e8\u72d7\u5168\u90fd\u662f\u8981\u70e7 Token \u7684\uff0c\u7701\u4e0b\u6765\u7684\u8c03\u5ea6\u5f00\u9500\u53ef\u80fd\u88ab\u63a2\u6d4b\u6027\u6267\u884c\u5403\u6389\u4e00\u90e8\u5206\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u987a\u5e26\u8bf4\u4e00\u53e5\uff0c\u8fd9\u6761\u8def\u7ebf\u8ddf\u56fd\u5185\u5176\u4ed6\u5f00\u6e90 Agent \u57fa\u5efa\u7684\u65b9\u5411\u4e0d\u5b8c\u5168\u4e00\u6837\u3002\u6b64\u524d <a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u5df2\u7ecf\u5f00\u6e90\u8fc7 <a href=\"https:\/\/aidashxp.com\/en\/deepseek-dsec-elastic-compute\/\">DSec \u5f39\u6027\u8ba1\u7b97<\/a>\uff0c\u89e3\u51b3\u7684\u662f\u8bad\u7ec3\u6c99\u76d2\uff1b\u8fd9\u6b21\u89e3\u51b3\u7684\u662f\u300c\u4e00\u4e2a\u7528\u6237\u5982\u4f55\u5e76\u884c\u6307\u6325\u591a\u4e2a Agent\u300d\u3002\u4e24\u4ef6\u4e8b\u53e0\u8d77\u6765\uff0c\u624d\u50cf\u4e00\u4e2a\u80fd\u957f\u671f\u8dd1\u7684 Agent \u7cfb\u7edf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\u8981\u6ce8\u610f\uff0cAgent \u8d8a\u81ea\u4e3b\uff0c\u5b89\u5168\u8fb9\u754c\u95ee\u9898\u8d8a\u9760\u524d\u3002Super-agent \u4f1a\u4e3b\u52a8\u8ba2\u9605\u7fa4\u6d88\u606f\u3001\u4e3b\u52a8\u8bfb GitHub \u8bc4\u8bba\u3001\u4e3b\u52a8\u5728\u540e\u53f0\u5c1d\u8bd5\u4fee\u590d\u2014\u2014\u6743\u9650\u8303\u56f4\u4e00\u65e6\u7ed9\u5927\uff0c\u51fa\u9519\u7684\u5f71\u54cd\u9762\u4e5f\u8ddf\u7740\u653e\u5927\u3002\u53ef\u53c2\u8003 <a href=\"https:\/\/aidashxp.com\/en\/qwen38-flash-next-cohere-exfiltration\/\">\u5f00\u6e90\u6a21\u578b\u7684 Agent \u5b89\u5168\u8fb9\u754c<\/a> \u548c\u73b0\u6709 <a href=\"https:\/\/aidashxp.com\/en\/meta-personal-agent-protocol\/\">Personal Agent Protocol<\/a> \u7684\u505a\u6cd5\uff1a\u5148\u5b9a\u6743\u9650\u4e0e\u786e\u8ba4\u73af\u8282\uff0c\u518d\u8c08\u81ea\u4e3b\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions (FAQ)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> Super-agent \u662f\u4ec0\u4e48\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u662f <a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u516c\u5f00\u7684\u4e00\u5957 Personal Agent \u53c2\u8003\u67b6\u6784\uff0c\u6838\u5fc3\u662f Router \u8d1f\u8d23\u63a5\u6536\u6d88\u606f\u4e0e\u5206\u914d\u4efb\u52a1\u3001Worker \u8d1f\u8d23\u5e76\u884c\u6267\u884c\uff0c\u914d\u5408\u4e8b\u4ef6\u8ba2\u9605\u3001\u6295\u673a\u6267\u884c\u548c\u72ec\u7acb\u770b\u95e8\u72d7\uff0c\u76ee\u6807\u662f\u8ba9 Agent \u8de8\u4f1a\u8bdd\u3001\u8de8\u5e73\u53f0\u957f\u65f6\u95f4\u81ea\u4e3b\u5de5\u4f5c\uff0c\u800c\u4e0d\u662f\u4e00\u95ee\u4e00\u7b54\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Super-agent \u662f\u65b0\u7684 AI \u6a21\u578b\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u662f\u3002\u8fd9\u662f\u4e00\u7bc7\u5de5\u7a0b\u67b6\u6784\u63a2\u8ba8\u52a0\u539f\u578b\u4ee3\u7801\uff0c\u4e0d\u542b\u65b0\u6a21\u578b\u6743\u91cd\u3002\u6587\u4e2d\u5b9e\u6d4b\u7528\u7684\u662f <a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u73b0\u6709\u6a21\u578b\uff0c\u67b6\u6784\u672c\u8eab\u4e0d\u9650\u5b9a\u6a21\u578b\uff0c\u7406\u8bba\u4e0a\u53ef\u4ee5\u63a5\u5176\u4ed6\u5f00\u6e90\u6a21\u578b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u666e\u901a\u5f00\u53d1\u8005\u73b0\u5728\u80fd\u7528\u4e0a\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u80fd\u8dd1\u539f\u578b\uff0c\u4f46\u4e0d\u662f\u5f00\u7bb1\u5373\u7528\u7684\u4ea7\u54c1\u3002\u4ee3\u7801\u5728 GitHub \u7684 dsh-superagent-prototype \u4ed3\u5e93\uff0c\u9700\u8981\u81ea\u5df1\u914d IM\u3001GitHub \u7b49\u63a5\u5165\u548c\u8fd0\u884c\u73af\u5883\u3002\u60f3\u7701\u4e8b\u7684\u53ef\u4ee5\u7b49 <a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> Harness \u628a\u5f02\u6b65 ReAct Loop \u9ed8\u8ba4\u6253\u5f00\uff0c\u6216\u8005\u5148\u53c2\u8003 <a href=\"https:\/\/aidashxp.com\/en\/particle-1-review\/\">Particle-1<\/a> \u8fd9\u7c7b\u7701 Token \u7684\u7f16\u7a0b Agent \u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">it and <a href=\"https:\/\/claude.ai\" target=\"_blank\" rel=\"nofollow noopener\">Claude<\/a> Code \u7684 Subagent \u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/claude.ai\" target=\"_blank\" rel=\"nofollow noopener\">Claude<\/a> Code \u7684 Subagent \u4e3b\u8981\u89e3\u51b3\u300c\u5355\u4e2a\u4efb\u52a1\u5185\u90e8\u5206\u5de5\u300d\uff0c\u7236\u4f1a\u8bdd\u6d3e\u6d3b\u3001\u5b50\u4f1a\u8bdd\u6267\u884c\u3001\u7ed3\u679c\u56de\u4f20\uff1bSuper-agent \u89e3\u51b3\u7684\u662f\u300c\u8de8\u4efb\u52a1\u3001\u8de8\u5e73\u53f0\u7684\u957f\u671f\u9a7b\u7559\u300d\u2014\u2014\u591a\u4e2a\u4efb\u52a1\u5728\u540c\u4e00\u4e2a Agent \u8eab\u4efd\u4e0b\u5e76\u884c\u63a8\u8fdb\uff0c\u72b6\u6001\u6301\u4e45\u5316\uff0c\u8fd8\u80fd\u4e3b\u52a8\u53d1\u73b0\u8be5\u505a\u7684\u4e8b\u3002\u524d\u8005\u7701\u4e0a\u4e0b\u6587\uff0c\u540e\u8005\u7701\u4f60\u7684\u6ce8\u610f\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8dd1\u8fd9\u79cd\u5e38\u9a7b Agent \u67b6\u6784\u8d35\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd4\u5355\u4f1a\u8bdd\u8d35\uff0c\u4f46\u6bd4\u60f3\u8c61\u4e2d\u53ef\u63a7\u3002\u4e24\u7ea7\u4e8b\u4ef6\u8fc7\u6ee4\u5c31\u662f\u4e3a\u4e86\u538b\u4f4f\u6210\u672c\uff1b\u53cd\u8fc7\u6765\u770b\uff0c\u53d6\u6d88\u76f4\u901a\u673a\u5236\u4f1a\u8ba9 Router \u51b3\u7b56\u6b21\u6570\u6da8 30%\u3001\u7f13\u5b58 Token \u6da8 37%\uff0c\u8bf4\u660e\u8def\u7531\u505a\u5f97\u597d\u80fd\u76f4\u63a5\u7701\u94b1\u3002\u771f\u6b63\u7684\u5f00\u9500\u5728\u6295\u673a\u6267\u884c\u2014\u2014\u63d0\u524d\u8bd5\u9519\u7684\u90a3\u90e8\u5206\u7b97\u529b\u662f\u6c89\u6ca1\u6210\u672c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u603b\u7ed3\uff1aAgent \u7684\u7ade\u4e89\u91cd\u5fc3\u53d8\u4e86<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u300c\u8c01\u80fd\u5b8c\u6210\u4e00\u4e2a\u590d\u6742\u4efb\u52a1\u300d\u5230\u300c\u8c01\u80fd\u540c\u65f6\u66ff\u4f60\u63a8\u8fdb\u4e8c\u5341\u4e2a\u4efb\u52a1\u300d\uff0c\u8fd9\u662f Agent \u519b\u5907\u7ade\u8d5b\u7684\u4e0b\u4e00\u4e2a\u5206\u6c34\u5cad\u3002<a href=\"https:\/\/chat.deepseek.com\" target=\"_blank\" rel=\"nofollow noopener\">DeepSeek<\/a> \u8fd9\u6b21\u7684\u4ef7\u503c\u4e0d\u5728\u4e8e\u7ed9\u51fa\u6807\u51c6\u7b54\u6848\uff0c\u800c\u5728\u4e8e\u628a\u5de5\u7a0b\u7ec6\u8282\u548c\u5b9e\u6d4b\u6570\u636e\u90fd\u6446\u51fa\u6765\u4e86\uff0c\u5305\u62ec\u90a3\u4e9b\u4e0d\u597d\u770b\u7684 Token \u5f00\u9500\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Want to Discover More Useful AI Tools? Explore Our <a href=\"https:\/\/aidashxp.com\/en\/ai-models\/\">AI Model Library<\/a> and <a href=\"https:\/\/aidashxp.com\/en\/compare-tools\/\">Tool Comparison Engine<\/a>or continue reading:<a href=\"https:\/\/aidashxp.com\/en\/deepseek-v4-pro-0813-review\/\">DeepSeek V4 Pro In-Depth Evaluation<\/a> \u00b7 <a href=\"https:\/\/aidashxp.com\/en\/kimi-k3-1-pro-review\/\">In-Depth Review of Kimi K3.1 Pro<\/a> \u00b7 <a href=\"https:\/\/aidashxp.com\/en\/glm-5-3-review\/\">GLM 5.3 in-depth review<\/a> \u00b7 <a href=\"https:\/\/aidashxp.com\/en\/1password-for-agents-login\/\">1Password for Agents<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>DeepSeek \u8fd9\u6b21\u6ca1\u6709\u53d1\u65b0\u6a21\u578b\u300210 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[6],"tags":[],"class_list":["post-673","post","type-post","status-publish","format-standard","hentry","category-ai-coding"],"_links":{"self":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts\/673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/comments?post=673"}],"version-history":[{"count":1,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts\/673\/revisions"}],"predecessor-version":[{"id":674,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/posts\/673\/revisions\/674"}],"wp:attachment":[{"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/media?parent=673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/categories?post=673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aidashxp.com\/en\/wp-json\/wp\/v2\/tags?post=673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}