{"id":788389,"date":"2026-05-28T13:27:05","date_gmt":"2026-05-28T05:27:05","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=788389"},"modified":"2026-05-28T13:27:05","modified_gmt":"2026-05-28T05:27:05","slug":"%e5%9c%a8%e5%81%9aharness%e8%bf%99%e4%bb%b6%e4%ba%8b%e4%b8%8a%ef%bc%8cdeepseek%e6%9b%b4%e4%bf%a1%e6%90%9e%e9%87%8f%e5%8c%96%e7%9a%84","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=788389","title":{"rendered":"\u5728\u505aHarness\u8fd9\u4ef6\u4e8b\u4e0a\uff0cDeepSeek\u66f4\u4fe1\u641e\u91cf\u5316\u7684"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_22\/C3A3BDA456BD434AA5FD7C69FBFA8250B3D02C40_size486_w1080_h669.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5728\u505aHarness\u8fd9\u4ef6\u4e8b\u4e0a\uff0cDeepSeek\u66f4\u4fe1\u641e\u91cf\u5316\u7684\"  \/><\/p>\n<p>DeepSeek\u90a3\u5f20\u840c\u840c\u54d2\u7684\u62db\u8058\u6d77\u62a5\uff0c\u76f8\u4fe1\u4f60\u4e5f\u770b\u5230\u4e86\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_22\/437883B848951840590B08F5496A55AE4B586B27_size712_w690_h905.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5728\u505aHarness\u8fd9\u4ef6\u4e8b\u4e0a\uff0cDeepSeek\u66f4\u4fe1\u641e\u91cf\u5316\u7684\"  \/><\/p>\n<p>\u84dd\u8272\u80cc\u666f\uff0c\u5361\u901a\u864e\u9cb8\uff0c\u914d\u4e0a\u201cAgent Harness\u7814\u53d1\u5de5\u7a0b\u5e08\u201d\u51e0\u4e2a\u5927\u5b57\uff0c\u770b\u8d77\u6765\u50cf\u662f\u54ea\u4e2a\u4e8c\u6b21\u5143\u516c\u53f8\u5728\u62db\u5b9e\u4e60\u751f\u3002\u4f46\u5982\u679c\u4f60\u771f\u8fd9\u4e48\u60f3\uff0c\u5c31\u9519\u8fc7\u4e86\u4e00\u4e2a\u5173\u952e\u4fe1\u53f7\u3002<\/p>\n<p>\u73b0\u5728\u505aHarness\u7684\u516c\u53f8\u5f88\u591a\uff0c\u6bd4\u5982Anthropic\u7684Claude Code\uff0c\u4ee5\u53ca<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u7684Codex\u3002<\/p>\n<p>\u8fd9\u4e24\u4e2a\u4ea7\u54c1\u6709\u4e2a\u5171\u540c\u7279\u70b9\uff0c\u9886\u5bfc\u8005\u90fd\u662f\u4ea7\u54c1\u51fa\u8eab\u3002<\/p>\n<p>\u524d\u8005\u7684\u521b\u59cb\u4eba\u662f\u9c8d\u91cc\u65af&middot;\u5207\u5c14\u5c3c\uff08Boris Cherny\uff09\uff0c\u5178\u578b\u7684\u4ea7\u54c1\u7ecf\u7406\uff0c\u66fe\u5728<a href=\"https:\/\/www.alphaseek.cn\/?tag=facebook\" title=\"View all posts in Facebook\" target=\"_blank\" class=\"tag_link\">Facebook<\/a>\u505a\u8fc7\u5de5\u7a0b\u548c\u4ea7\u54c1\u9886\u5bfc\u3002<\/p>\n<p>Codex\u8fd9\u8fb9\u662f\u4e9a\u5386\u5c71\u5927&middot;\u5b89\u5e03\u5229\u514b\u65af\uff08Alexander Embiricos\uff09\uff0cDropbox\u7684\u4ea7\u54c1\u7ecf\u7406\u3002<\/p>\n<p>\u4f46\u662fDeepSeek\u4e0d\u4e00\u6837\uff0c\u8fd9\u8fb9Harness\u7684\u8d1f\u8d23\u4eba\u5e76\u4e0d\u662f\u4ec0\u4e48\u4ea7\u54c1\u7ecf\u7406\uff0c\u800c\u662f\u4e00\u4e2a\u5728Jane Street\u5e72\u4e869\u5e74\u3001\u540e\u6765\u8054\u521b\u91cf\u5316\u57fa\u91d1TSY Capital\u7684\u4ea4\u6613\u7cfb\u7edf\u4e13\u5bb6\u2014\u2014\u5d14\u6dfb\u7ffc\u3002<\/p>\n<p>\u8fd9\u4e2a\u9009\u62e9\u5f88\u53cd\u5e38\u8bc6\u3002\u4e00\u822c\u516c\u53f8\u65e0\u8bba\u505a\u600e\u6837\u7684\u4ea7\u54c1\uff0c\u627e\u7684\u90fd\u662f\u61c2\u7528\u6237\u4f53\u9a8c\u3001\u4f1a\u753b\u539f\u578b\u56fe\u3001\u80fd\u534f\u8c03\u9700\u6c42\u7684PM\u3002<\/p>\n<p>DeepSeek\u5012\u597d\uff0c\u627e\u4e86\u4e2a\u4f1a\u8d5a\u94b1\u7684\u91cf\u5316\u9ad8\u624b\u3002<\/p>\n<p>\u4f46\u6211\u5374\u89c9\u5f97DeepSeek\u53cd\u800c\u505a\u5bf9\u4e86\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48?<\/p>\n<p>\u56e0\u4e3a\u91cf\u5316\u4ea4\u6613\u548cAI Agent\u7684\u5e95\u5c42\u903b\u8f91\u662f\u4e00\u6837\u7684\u3002<\/p>\n<p>\u5149\u6709\u806a\u660e\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u4e0d\u8d5a\u94b1\uff0c\u771f\u6b63\u628a\u7b56\u7565\u53d8\u6210\u94b1\u7684\uff0c\u662f\u6267\u884c\u7cfb\u7edf\uff0c\u662f\u98ce\u63a7\u7cfb\u7edf\u3002<\/p>\n<p>\u5149\u6709\u5f3a\u6a21\u578b\u4e5f\u4e0d\u591f\uff0c\u771f\u6b63\u628a\u6a21\u578b\u53d8\u6210\u751f\u4ea7\u529b\u7684\uff0c\u662f\u5de5\u5177\uff0c\u662f\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>DeepSeek\u4e0d\u9700\u8981\u4ea7\u54c1\u5305\u88c5\uff0c\u4e5f\u4e0d\u9700\u8981\u5411\u4e0a\u7ba1\u7406\uff0c\u516c\u53f8\u5185\u90e8\u655e\u5f00\u5929\u7a97\u8bf4\u4eae\u8bdd\u3002<\/p>\n<p>\u4ed6\u4eec\u552f\u4e00\u9700\u8981\u7684\uff0c\u5c31\u662f\u8df3\u8fc7\u4e2d\u95f4\u5546\uff0c\u76f4\u63a5\u627e\u4e2a\u4f1a\u8d5a\u94b1\u7684\u4eba\uff0c\u5e26\u7740\u5927\u5bb6\u4e00\u8d77\u8d5a\u94b1\u3002<\/p>\n<p><strong>01<\/strong><\/p>\n<p><strong>\u5d14\u6dfb\u7ffc\u5176\u4eba<\/strong><\/p>\n<p>2008\u5e74\uff0c\u6cb3\u5357\u5b89\u9633\u4e00\u4e2d\u7684\u5d14\u6dfb\u7ffc\u51ed\u501f\u5168\u56fd\u9752\u5c11\u5e74\u4fe1\u606f\u5b66\u5965\u6797\u5339\u514b\u7ade\u8d5b<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%93%9c\" title=\"View all posts in \u94dc\" target=\"_blank\" class=\"tag_link\">\u94dc<\/a>\u724c\uff0c\u88ab\u4fdd\u9001\u8fdb\u5165\u6d59\u6c5f\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u3002\u90a3\u4e00\u5e74\uff0c\u6881\u6587\u950b\u8fd8\u5728\u6d59\u5927\u4fe1\u606f\u4e0e\u901a\u4fe1\u5de5\u7a0b\u4e13\u4e1a\u8bfb\u7814\u7a76\u751f\u3002<\/p>\n<p>\u5d14\u6dfb\u7ffc\u5728\u6d59\u5927\u7684\u56db\u5e74\uff0c\u51e0\u4e4e\u662f\u5728ACM\u7ade\u8d5b\u7684\u8bad\u7ec3\u548c\u6bd4\u8d5b\u4e2d\u5ea6\u8fc7\u7684\u3002\u4ed6\u4ee3\u8868\u6d59\u6c5f\u5927\u5b66\u53c2\u52a0ACM\u56fd\u9645\u5927\u5b66\u751f\u7a0b\u5e8f\u8bbe\u8ba1\u7ade\u8d5b\u4e9a\u6d32\u533a\u57df\u8d5b\uff0c6\u6b21\u62ff\u4e0b\u91d1\u724c\u3002<\/p>\n<p>\u5728\u90a3\u4e2a\u5e74\u4ee3\uff0cACM\u7ade\u8d5b\u5708\u91cc\u6d41\u4f20\u7740\u4e00\u4efd\u8bb2\u4e49\u300a\u80cc\u5305\u4e5d\u8bb2\u300b\uff0c\u4f5c\u8005\u6b63\u662f\u5d14\u6dfb\u7ffc\u3002\u8fd9\u4efd\u8bb2\u4e49\u7cfb\u7edf\u62c6\u89e3\u4e86\u52a8\u6001\u89c4\u5212\u4e2d\u7684\u80cc\u5305\u95ee\u9898\uff0c\u4ece01\u80cc\u5305\u5230\u5b8c\u5168\u80cc\u5305\u3001\u591a\u91cd\u80cc\u5305\u3001\u5206\u7ec4\u80cc\u5305\u3001\u4f9d\u8d56\u80cc\u5305\uff0c\u4e00\u76f4\u5230\u6cdb\u5316\u7269\u54c1\u3002\u81f3\u4eca\u4ecd\u5728GitHub\u4e0a\u66f4\u65b0\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_22\/6F2100D045B2FCB651B44C0F836F6AC422813F3E_size30_w690_h341.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5728\u505aHarness\u8fd9\u4ef6\u4e8b\u4e0a\uff0cDeepSeek\u66f4\u4fe1\u641e\u91cf\u5316\u7684\"  \/><\/p>\n<p>2013\u5e74\u6bd5\u4e1a\u540e\uff0c\u5d14\u6dfb\u7ffc\u88abJane Street Capital\u9999\u6e2f\u5206\u90e8\u8058\u4e3a\u52a9\u7406\u91cf\u5316\u7814\u7a76\u5458\uff0c\u5f53\u65f6\u4ed6\u7684\u5e74\u85aa\u5c31\u8d85\u8fc7\u4e86\u767e\u4e07<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e6%b0%91%e5%b8%81\" title=\"View all posts in \u4eba\u6c11\u5e01\" target=\"_blank\" class=\"tag_link\">\u4eba\u6c11\u5e01<\/a>\u3002<\/p>\n<p>Jane Street\u662f\u5168\u7403\u9876\u5c16\u7684\u91cf\u5316\u4ea4\u6613\u516c\u53f8\uff0c\u6280\u672f\u95e8\u69db\u9ad8\uff0c\u9762\u8bd5\u6d41\u7a0b\u4e25\u82db\u3002<\/p>\n<p>\u5d14\u6dfb\u7ffc\u5728Jane Street\u4e00\u5f85\u5c31\u662f9\u5e74\uff0c\u4ece\u4e8b\u80a1\u7968\u548c\u56fa\u5b9a\u6536\u76ca\u9886\u57df\u7684\u8f6f\u4ef6\u5f00\u53d1\u4e0e\u7814\u7a76\u3002\u8fd99\u5e74\u91cc\uff0c\u4ed6\u63a5\u89e6\u7684\u4e0d\u662f\u5355\u7eaf\u7684\u7b97\u6cd5\u9898\uff0c\u8fd8\u6709\u771f\u5b9e\u7684\u4ea4\u6613\u7cfb\u7edf\u3001\u98ce\u63a7\u7cfb\u7edf\u3001\u56de\u6d4b\u7cfb\u7edf\u3001\u4ea4\u6613\u7ba1\u9053\u548c\u5f02\u5e38\u5904\u7406\u3002<\/p>\n<p>\u5927\u5bb6\u90fd\u8bf4\u91cf\u5316\u4ea4\u6613\u5c31\u662f\u7b56\u7565\uff0c\u4f60\u6709\u4e86\u7b56\u7565\u5c31\u80fd\u8d5a\u94b1\uff0c\u4f46\u5176\u5b9e\u4e0d\u662f\uff0c\u5149\u6709\u7b56\u7565\u662f\u4e0d\u80fd\u8d5a\u94b1\u7684\u3002<\/p>\n<p>\u4e00\u4e2a\u7b56\u7565\u5728\u56de\u6d4b\u91cc\u8868\u73b0\u518d\u597d\uff0c\u5982\u679c\u4e0d\u80fd\u88ab\u7a33\u5b9a\u6267\u884c\uff0c\u4ef7\u503c\u63a5\u8fd1\u4e8e\u96f6\u3002<\/p>\n<p><strong>\u771f\u6b63\u628a\u7b56\u7565\u53d8\u6210\u94b1\u7684\uff0c\u662f\u6267\u884c\u7cfb\u7edf\u3002<\/strong><\/p>\n<p>\u7b56\u7565\u5199\u51fa\u6765\u4ee5\u540e\uff0c\u4e00\u822c\u4e0d\u4f1a\u7acb\u523b\u4e0a\u771f\u91d1\u767d\u94f6\uff0c\u800c\u662f\u5148\u653e\u8fdb\u5386\u53f2\u884c\u60c5\u91cc\u8dd1\u4e00\u904d\uff0c\u770b\u5b83\u5728\u8fc7\u53bb\u90a3\u4e9b\u6da8\u8dcc\u91cc\u4f1a\u600e\u4e48\u4ea4\u6613\u3001\u6700\u540e\u8d5a\u4e0d\u8d5a\u94b1\u3002\u8fd9\u53eb\u56de\u6d4b\u3002\u4f46\u56de\u6d4b\u53ea\u662f\u4e8b\u540e\u6a21\u62df\uff0c\u8dd1\u5f97\u6f02\u4eae\u4e0d\u7b49\u4e8e\u5b9e\u76d8\u4e5f\u80fd\u8d5a\u94b1\u3002<\/p>\n<p>\u7cfb\u7edf\u5f97\u5148\u770b\u89c1\u4ef7\u683c\u600e\u4e48\u52a8\uff0c\u518d\u5224\u65ad\u8981\u4e0d\u8981\u51fa\u624b\uff0c\u63a5\u7740\u628a\u4e70\u5356\u6307\u4ee4\u9001\u51fa\u53bb\uff0c\u8fd8\u5f97\u76ef\u7740\u4ea4\u6613\u6240\u56de\u6765\u7684\u7ed3\u679c\u3002\u201c\u6210\u4ea4\u4e86\u5417\uff1f\u201d\u3001\u201c\u6210\u4ea4\u4ef7\u662f\u591a\u5c11\uff1f\u201d<\/p>\n<p>\u5e02\u573a\u4f1a\u7a81\u7136\u66b4\u6da8\u66b4\u8dcc\uff0c\u63a5\u53e3\u4f1a\u5ef6\u8fdf\uff0c\u6570\u636e\u4f1a\u51fa\u9519\uff0c\u7b56\u7565\u4e5f\u53ef\u80fd\u8fde\u7eed\u4e8f\u635f\u3002\u8fd9\u65f6\u5019\u7cfb\u7edf\u5fc5\u987b\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u505c\u624b\uff0c\u4ec0\u4e48\u65f6\u5019\u62a5\u8b66\uff0c\u4ec0\u4e48\u65f6\u5019\u628a\u4ea4\u6613\u5207\u65ad\u3002<\/p>\n<p>\u5e02\u573a\u6ca1\u4eba\u7b49\u4f60\uff0c\u5ef6\u8fdf\u54ea\u6015\u53ea\u6709\u51e0\u6beb\u79d2\uff0c\u94b1\u5c31\u6ca1\u4e86\u3002<\/p>\n<p>\u8fd9\u4e9b\u4e1c\u897f\u4e0d\u6027\u611f\uff0c\u4e5f\u4e0d\u4f1a\u51fa\u73b0\u5728\u5b66\u672f\u8bba\u6587\u91cc\uff0c\u4f46\u5b83\u4eec\u624d\u662f\u91cf\u5316\u4ea4\u6613\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002<\/p>\n<p>2022\u5e74\uff0c\u5d14\u6dfb\u7ffc\u79bb\u5f00Jane Street\uff0c\u8054\u5408\u521b\u529e\u4e86\u91cf\u5316\u4ea4\u6613\u673a\u6784TSY Capital\uff0c\u4e13\u6ce8\u4e8e\u5168\u7403\u80a1\u7968\u5e02\u573a\u7684\u7cfb\u7edf\u5316\u91cf\u5316\u4ea4\u6613\u7b56\u7565\u3002<\/p>\n<p>\u4ece\u6b64\u4ee5\u540e\uff0c\u4ed6\u5c31\u4ece\u6253\u5de5\u4eba\u53d8\u6210\u4e86<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e4%b8%9a\" title=\"View all posts in \u521b\u4e1a\" target=\"_blank\" class=\"tag_link\">\u521b\u4e1a<\/a>\u8005\uff0c\u4ed6\u4e0d\u4ec5\u8981\u61c2\u6280\u672f\uff0c\u8fd8\u8981\u4ece\u96f6\u642d\u5efa\u6574\u5957\u4ea4\u6613\u7cfb\u7edf\u3001\u7ec4\u5efa\u56e2\u961f\u3001\u7ba1\u7406<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%a3%8e%e9%99%a9\" title=\"View all posts in \u98ce\u9669\" target=\"_blank\" class=\"tag_link\">\u98ce\u9669<\/a>\u3001\u5bf9\u63a5\u5e02\u573a\u3002<\/p>\n<p>TSY Capital\u7684\u56e2\u961f\u6210\u5458\u540c\u6837\u6765\u81ea\u5404\u5927\u540d\u6821\uff0c\u4f46\u521b\u4e1a\u7684\u73b0\u5b9e\u6bd4\u5728\u5927\u516c\u53f8\u6253\u5de5\u8981\u6b8b\u9177\u5f97\u591a\u30022026\u5e742\u6708\uff0c\u6709\u6d88\u606f\u4f20\u51fa\u5d14\u6dfb\u7ffc\u79bb\u5f00\u4e86TSY Capital\u3002<\/p>\n<p>\u8fc7\u4e86\u4e00\u6bb5\u65f6\u95f4\uff0c\u4ed6\u5728LinkedIn\u4e0a\u66f4\u65b0\u4e86\u81ea\u5df1\u7684\u804c\u4f4d\uff0c\u52a0\u5165DeepSeek Harness\u56e2\u961f\u3002<\/p>\n<p>\u201c\u53c8\u4e00\u4e2a\u5929\u624d\u52a0\u5165DeepSeek\u201d\u8fd9\u4e2a\u4e8b\u5df2\u7ecf\u6ca1\u5565\u65b0\u9c9c\u7684\u4e86\uff0c\u56e0\u4e3aDeepSeek\u538b\u6839\u5c31\u4e0d\u7f3a\u5929\u624d\u3002<\/p>\n<p><strong>DeepSeek\u627e\u6765\u5d14\u6dfb\u7ffc\uff0c\u672c\u8eab\u4e5f\u4e0d\u662f\u8ba9\u4ed6\u8fc7\u6765\u8bad\u7ec3\u6a21\u578b\u7684\uff0c\u800c\u662f\u4e3a\u4e86\u8ba9\u4ed6\u642d\u5efaHarness\u3002<\/strong><\/p>\n<p>\u5bf9DeepSeek\u6765\u8bf4\uff0c\u5176\u5b9eHarness\u5c31\u662f\u4ed6\u4eec\u7684\u4ea4\u6613\u7cfb\u7edf\u3002AI Agent\u7684\u5e95\u5c42\u903b\u8f91\u548c\u91cf\u5316\u4ea4\u6613\u662f\u4e00\u6837\u7684\u3002<\/p>\n<p>\u5149\u6709\u5f3a\u6a21\u578b\u4e0d\u591f\uff0c\u771f\u6b63\u628a\u6a21\u578b\u53d8\u6210\u751f\u4ea7\u529b\u7684\uff0c\u662f\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u5de5\u5177\u8c03\u7528\u3001\u7ec8\u7aef\u6267\u884c\u3001\u6d4b\u8bd5\u53cd\u9988\u3001\u6743\u9650\u63a7\u5236\u3001\u5931\u8d25\u56de\u6eda\u3002<\/p>\n<p>\u5728\u91cf\u5316\u91cc\uff0c\u4e0d\u80fd\u88ab\u7a33\u5b9a\u6267\u884c\u7684\u7b56\u7565\u4ef7\u503c\u5c31\u662f0\u3002\u5728AI\u91cc\uff0c\u4e0d\u80fd\u5b89\u5168\u64cd\u4f5c\u6587\u4ef6\u3001\u547d\u4ee4\u3001\u4ee3\u7801\u7684\u6a21\u578b\uff0c\u4e5f\u53ea\u662f\u4e00\u4e2a\u804a\u5929\u6846\u7f62\u4e86\u3002<\/p>\n<p>\u5d14\u6dfb\u7ffc\u52a0\u5165DeepSeek Harness\u56e2\u961f\u7684\u771f\u6b63\u4fe1\u53f7\uff0c\u662fDeepSeek\u7ec8\u4e8e\u5f00\u59cb\u8865\u90a3\u5957\u628a\u201c\u806a\u660e\u201d\u53d8\u6210\u201c\u6267\u884c\u201d\u7684\u7cfb\u7edf\u3002<\/p>\n<p>\u8fd9\u662fDeepSeek\u4e0b\u534a\u573a\u7684\u5f00\u5c40\u3002<\/p>\n<p><strong>02<\/strong><\/p>\n<p><strong>\u4ece\u6a21\u578b\u6548\u7387\u5230\u5de5\u4f5c\u6d41\u5165\u53e3<\/strong><\/p>\n<p>DeepSeek\u4e0a\u534a\u573a\u7684\u53d9\u4e8b\uff0c\u662f\u6a21\u578b\u6548\u7387\u3002<\/p>\n<p>V3\u3001R1\u3001\u5f00\u6e90\u3001\u4f4e\u6210\u672c\u3001\u63a8\u7406\u80fd\u529b\u2026\u2026<\/p>\n<p>DeepSeek\u8bc1\u660e\u4e86\u4e00\u4ef6\u4e8b\uff0c\u4e2d\u56fd\u56e2\u961f\u5c31\u7b97\u6ca1\u6709\u90a3\u4e48\u591a\u5361\uff0c\u4e5f\u80fd\u505a\u51fa\u5168\u7403\u7ea7\u6a21\u578b\u3002\u6253\u7834\u4e86\u201c\u53ea\u6709<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%be%8e%e5%9b%bd\" title=\"View all posts in \u7f8e\u56fd\" target=\"_blank\" class=\"tag_link\">\u7f8e\u56fd<\/a>\u5927\u5382\u624d\u80fd\u505a\u5f3a\u6a21\u578b\u201d\u7684\u56fa\u6709\u8ba4\u77e5\u3002<\/p>\n<p>\u4f46\u662f\u5bf9\u4e8e\u7528\u6237\u6765\u8bf4\uff0c\u6c38\u8fdc\u90fd\u662f\u8c01\u51fa\u4e86\u4ec0\u4e48\u65b0\u6a21\u578b\uff0c\u6211\u5c31\u8dd1\u8fc7\u53bb\u7528\u8c01\u7684\u6a21\u578b\u3002\u8c46\u5305\u8d85\u8fc7DeepSeek\u7684\u4e0b\u8f7d\u91cf\uff0c\u5c31\u662f\u6700\u597d\u7684\u4f8b\u5b50\u3002<\/p>\n<p>\u6a21\u578b\u7206\u7ea2\u53ef\u4ee5\u5e26\u6765\u5de8\u5927\u7684\u7b2c\u4e00\u6ce2\u6d41\u91cf\uff0c\u957f\u671f\u7528\u6237\u89c4\u6a21\u8981\u9760\u4ea7\u54c1\u3001\u573a\u666f\u3001\u8fd0\u8425\u548c\u751f\u6001\u5165\u53e3\u7559\u4f4f\u3002\u5b57\u8282\u7684\u4f18\u52bf\u5c31\u5728\u8fd9\u91cc\u3002<\/p>\n<p>\u8c46\u5305\u6709\u6296\u97f3\u3001\u526a\u6620\u3001\u6709SeeDance\u3002DeepSeek\u867d\u8bf4\u5728\u6a21\u578b\u793e\u533a\u91cc\u6709\u58f0\u671b\uff0c\u4f46\u5728\u5927\u4f17\u4ea7\u54c1\u5c42\u9762\uff0c\u5b83\u5e76\u6ca1\u6709\u5f62\u6210\u8c46\u5305\u90a3\u79cd\u6301\u7eed\u5206\u53d1\u548c\u9ad8\u9891\u4f7f\u7528\u80fd\u529b\u3002<\/p>\n<p><strong>\u5f53\u4e0b\u534a\u573a\u6a21\u578b\u80fd\u529b\u8d8b\u540c\u65f6\uff0c\u771f\u6b63\u7684\u7ade\u4e89\u4f1a\u4ece\u201c\u8c01\u7684\u6a21\u578b\u66f4\u806a\u660e\u201d\uff0c\u8f6c\u5411\u201c\u8c01\u79bb\u7528\u6237\u7684\u5de5\u4f5c\u6d41\u66f4\u8fd1\u201d\u3002<\/strong><\/p>\n<p>\u867d\u7136\u54b1\u4eec\u4e60\u60ef\u4e86ChatBot\uff0c\u53ef\u662f\u5bf9\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u804a\u5929\u6846\u5e76\u4e0d\u662f\u5165\u53e3\uff0c\u7f16\u8f91\u5668\u3001\u7ec8\u7aef\u3001\u4ee3\u7801\u5e93\u3001CI\u3001\u6587\u6863\u3001\u4efb\u52a1\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u73a9\u610f\u624d\u662f\u3002<\/p>\n<p>Claude Code\u548cCodex\u8fd9\u7c7b\u7684\u4ea7\u54c1\uff0c\u4e5f\u4e0d\u53ea\u662f\u201c\u5e2e\u4f60\u5199\u4ee3\u7801\u201d\uff0c\u800c\u662f\u628a\u6a21\u578b\u5d4c\u8fdb\u5f00\u53d1\u8005\u7684\u65e5\u5e38\u64cd\u4f5c\u8def\u5f84\u3002<\/p>\n<p>\u8c01\u5360\u4f4f\u8fd9\u4e2a\u5165\u53e3\uff0c\u8c01\u5c31\u62ff\u5230\u4e86\u4ed8\u8d39\u573a\u666f\u3002<\/p>\n<p>\u5f88\u591a\u4eba\u4ee5\u4e3aHarness\u7684\u672c\u8d28\u662f\u6a21\u578b\u6027\u80fd\uff0c\u6027\u80fd\u8d8a\u5f3a\u8d8a\u597d\u3002\u5b9e\u9645\u4e0a\u622a\u7136\u76f8\u53cd\uff0cHarness\u662f\u8ba9\u4fbf\u5b9ctoken\u53d8\u5f97\u6709\u7528\u7684\u7cfb\u7edf\u3002<\/p>\n<p>Agent\u70e7token\u662f\u4e8b\u5b9e\u3002<\/p>\n<p>\u51e0\u5e74\u524d\uff0c\u8bed\u8a00\u6a21\u578b\u5904\u7406\u7684\u8fd8\u662f\u5f88\u8f7b\u7684\u4efb\u52a1\uff0c\u7ed9\u5b83\u4e00\u6bb5\u8bc4\u8bba\uff0c\u8ba9\u5b83\u5224\u65ad\u60c5\u7eea\uff0c\u51e0\u5341\u4e2atoken\uff0c\u51e0\u4e4e\u77ac\u95f4\u8fd4\u56de\u3002\u73b0\u5728\u7684\u7f16\u7a0bAgent\u9762\u5bf9\u7684\u662f\u53e6\u4e00\u7c7b\u4efb\u52a1\uff0c\u770b\u5b8c\u6574\u4e2a\u4ee3\u7801\u5e93\uff0c\u627e\u5230bug\uff0c\u5199\u8865\u4e01\uff0c\u8dd1\u6d4b\u8bd5\uff0c\u518d\u9a8c\u8bc1\u7ed3\u679c\u3002<\/p>\n<p>\u4e00\u6b21\u4efb\u52a1\u53ef\u80fd\u6d88\u8017\u4e0a\u5343\u4e07token\u3001\u6301\u7eed\u51e0\u5341\u5206\u949f\uff0c\u751a\u81f3\u51e0\u4e2a\u5c0f\u65f6\uff0c\u80cc\u540e\u8fd8\u5f97\u8c03\u7528\u5de5\u5177\u597d\u51e0\u767e\u6b21\u3002<\/p>\n<p><strong>\u73b0\u5728\u7684GPT\u548cClaude\uff0c\u672c\u8d28\u4e0a\u662fAgent\u5f00\u7740\u8c6a\u8f66\u9001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%a4%96%e5%8d%96\" title=\"View all posts in \u5916\u5356\" target=\"_blank\" class=\"tag_link\">\u5916\u5356<\/a>\uff0c\u80fd\u8dd1\u901a\uff0c\u4f46\u6210\u672c\u592a\u9ad8\u4e86\u3002<\/strong><\/p>\n<p>\u4fbf\u5b9c\u786e\u5b9e\u4e0d\u662f\u7ec8\u70b9\uff0c\u95ee\u9898\u662f\u4f60\u81f3\u5c11\u5f97\u8ba9\u6211\u4e70\u5f97\u8d77\uff0c\u6211\u624d\u80fd\u820d\u5f97\u7528\u5427\uff1f<\/p>\n<p>\u800c\u4e14\u54ea\u6015\u662f\u540c\u4e00\u4e2a\u6a21\u578b\uff0c\u6362\u4e00\u5957Harness\uff0c\u7ed3\u679c\u5c31\u4f1a\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n<p>X\u4e0a\u6709\u4f4d\u53eb\u505aSayash Kapoor\u7684\u535a\u4e3b\u505a\u4e86\u4e00\u4e2a\u6d4b\u8bd5\u3002<\/p>\n<p>\u4ee5Claude Opus 4.5\u4e3a\u4f8b\uff0c\u653e\u8fdbClaude Code\u7684Harness\uff0c\u5728CORE-Bench Hard\u4e0a\u80fd\u8fbe\u523095%\u3002\u6362\u6210\u4e00\u4e2a\u6734\u7d20\u7684Hugging Face\u914d\u7f6e\uff0c\u6210\u7ee9\u53ea\u526942%\u3002<\/p>\n<p>\u540c\u6837\u7684\u6743\u91cd\u3001\u540c\u6837\u7684\u667a\u80fd\u6c34\u5e73\uff0c\u5355\u662fHarness\u5c31\u62c9\u5f00\u4e8653\u4e2a\u767e\u5206\u70b9\uff0c\u8fd9\u4e2a\u5dee\u8ddd\u8fd8\u662f\u633a\u660e\u663e\u7684\u3002<\/p>\n<p>\u5927\u5bb6\u62fc\u7684\u5df2\u7ecf\u4e0d\u662f\u6a21\u578b\u4e86\uff0c\u800c\u662f\u8c01\u7684Harness\u66f4\u597d\u3002\u4e00\u4e2a\u66f4\u5c0f\u3001\u66f4\u4fbf\u5b9c\u7684\u6a21\u578b\uff0c\u53ea\u8981\u914d\u4e0a\u4f18\u79c0\u8bbe\u8ba1\u7684Harness\uff0c\u4e5f\u53ef\u80fd\u6253\u8d25\u4e00\u4e2a\u5927\u6a21\u578b\u52a0\u7c97\u7cd9Harness\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_22\/7179AEE9A2BE71647979346BFECD8D0741CAE44E_size827_w1016_h547.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5728\u505aHarness\u8fd9\u4ef6\u4e8b\u4e0a\uff0cDeepSeek\u66f4\u4fe1\u641e\u91cf\u5316\u7684\"  \/><\/p>\n<p>\u8fd9\u5c31\u662f2026\u5e74\u6240\u6709\u5934\u90e8\u5927\u5382\u90fd\u5728\u8ffd\u6c42Harness\u7684\u539f\u56e0\u3002\u4f60\u6a21\u578b\u7ec8\u7a76\u662f\u8981\u4f7f\u7528\u7684\u3002\u591a\u4e70\u51e0\u5f20\u5361\u3001\u591a\u82b1\u70b9\u65f6\u95f4\u53bb\u8bad\u7ec3\u6a21\u578b\uff0c\u63d0\u5347\u5f88\u5c0f\u5f88\u5c0f\u3002\u4f46\u5199\u597d\u4e00\u4e2aHarness\uff0c\u90a3\u7b80\u76f4\u662f\u7115\u7136\u4e00\u65b0\u3002<\/p>\n<p>AI\u7f16\u7a0b\u5df2\u7ecf\u8fc7\u4e86\u201c\u6a21\u578b\u4f1a\u4e0d\u4f1a\u5199\u4ee3\u7801\u201d\u7684\u9636\u6bb5\uff0c\u73b0\u5728\u54ea\u8fd8\u6709\u4e0d\u4f1a\u5199\u4ee3\u7801\u7684\u6a21\u578b\uff1f<\/p>\n<p>\u771f\u6b63\u62c9\u5f00\u5dee\u8ddd\u7684\u5730\u65b9\uff0c\u5c31\u662f\u6a21\u578b\u80fd\u4e0d\u80fd\u5728\u771f\u5b9e\u7684\u4ee3\u7801\u5e93\u91cc\u7a33\u5b9a\u5e72\u6d3b\u3002<\/p>\n<p>Harness\u8d1f\u8d23\u7ec4\u7ec7\u4ee3\u7801\u5e93\u3001\u9879\u76ee\u89c4\u5219\u3001\u4e0a\u4e0b\u6587\u6458\u8981\uff0c\u63a7\u5236\u8fed\u4ee3\u6b21\u6570\u3001\u91cd\u8bd5\u7b56\u7565\uff0c\u628a\u6a21\u578b\u7684\u51b3\u7b56\u8f6c\u6210shell\u547d\u4ee4\u3001\u6587\u4ef6\u7f16\u8f91\u548c\u6d4b\u8bd5\u6267\u884c\uff0c\u518d\u628a\u6d4b\u8bd5\u5931\u8d25\u3001\u65e5\u5fd7\u8f93\u51fa\u3001\u6d4f\u89c8\u5668\u622a\u56fe\u91cd\u65b0\u5582\u56de\u6a21\u578b\u3002<\/p>\n<p>AI Agent\u662f\u4e00\u4e2a\u201c\u601d\u8003\u3001\u884c\u52a8\u3001\u53cd\u9988\u3001\u4fee\u6b63\u201d\u7684\u957f\u5faa\u73af\u3002\u8fd9\u4e2a\u5faa\u73af\u80fd\u4e0d\u80fd\u8dd1\u7a33\uff0c\u9760\u7684\u5c31\u662fHarness\u3002<\/p>\n<p>API\u4ef7\u683c\u8d8a\u4f4e\uff0c\u5355\u7eaf\u5356token\u8d5a\u7684\u94b1\u8d8a\u5c11\uff0c\u8fd9\u662f\u65e0\u53ef\u4e89\u8bae\u7684\u4e8b\u5b9e\u3002<\/p>\n<p>\u6240\u4ee5\u624d\u8981\u6709Harness\uff0c\u53bb\u628a\u4f4e\u4ef7\u7684\u6a21\u578b\u5305\u88c5\u8fdb\u9ad8\u4ef7\u503c\u573a\u666f\u3002<\/p>\n<p>\u540c\u6837100\u4e07token\uff0c\u7528\u5728\u804a\u5929\u91cc\u53ea\u662f\u95ee\u7b54\uff0c\u7528\u5728\u4ee3\u7801Agent\u91cc\u53ef\u80fd\u5b8c\u6210\u4e00\u4e2abug\u4fee\u590d\u3001\u4e00\u6b21\u91cd\u6784\u3001\u4e00\u4e2a\u529f\u80fd\u539f\u578b\u3002\u540e\u8005\u7684\u4ed8\u8d39\u610f\u613f\u9ad8\u5f97\u591a\u3002<\/p>\n<p>DeepSeek\u9700\u8981\u4ece\u5356\u6a21\u578b\u8c03\u7528\uff0c\u8f6c\u5411\u5356\u5de5\u4f5c\u6d41\u7ed3\u679c\u3002\u8fd9\u662f\u4e0b\u534a\u573a\u7684\u6838\u5fc3\u903b\u8f91\u3002<\/p>\n<p><strong>03<\/strong><\/p>\n<p><strong>DeepSeek\u7684\u77ed\u677f<\/strong><\/p>\n<p>DeepSeek\u7f51\u9875\u7aef\u5f88\u706b\uff0cAPP\u4e0b\u8f7d\u91cf\u4e5f\u5f88\u9ad8\uff0c\u4f46\u5173\u4e8e\u6a21\u578b\u8c03\u7528\u8fd9\u5757\uff0c\u5b83\u662f\u6ca1\u6709\u6536\u96c6\u6e20\u9053\u7684\u3002\u522b\u4eba\u7528\u5b83\u7684\u6a21\u578b\u8dd1agent\uff0c\u53cd\u9988\u4fe1\u606f\u4e0d\u56de\u6881\u6587\u950b\u90a3\u91cc\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u6280\u672f\u95ee\u9898\uff0c\u8fd9\u662f\u673a\u5236\u95ee\u9898\uff0c\u7f51\u9875\u7aef\u548cAPP\u90fd\u662fChatBot\uff0c\u5e76\u4e0d\u80fd\u771f\u6b63\u53bb\u8dd1\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u8981\u60f3\u53bb\u505aHarness\u4ea7\u54c1\uff0c\u4f60\u5f97\u6709\u4e00\u4e2a\u6536\u96c6\u53cd\u9988\u7684\u901a\u9053\u3002\u7528\u6237\u5728\u54ea\u91cc\u5361\u4f4f\u4e86\uff1f\u54ea\u4e9b\u5de5\u5177\u8c03\u7528\u5931\u8d25\u7387\u6700\u9ad8\uff1f\u54ea\u4e9b\u573a\u666f\u4e0b\u6a21\u578b\u8868\u73b0\u4e0d\u7a33\u5b9a\uff1f<\/p>\n<p>\u8fd9\u5c31\u50cf\u4e00\u5bb6\u91cf\u5316\u516c\u53f8\u628a\u7b56\u7565\u53d1\u51fa\u53bb\u4e86\uff0c\u4f46\u4ea4\u6613\u65e5\u5fd7\u3001\u6210\u4ea4\u56de\u62a5\u3001\u98ce\u63a7\u8bb0\u5f55\u90fd\u5728\u522b\u4eba\u624b\u91cc\u3002\u4f60\u77e5\u9053\u7b56\u7565\u6709\u4eba\u7528\uff0c\u5374\u4e0d\u77e5\u9053\u5b83\u5230\u5e95\u600e\u4e48\u8d5a\u94b1\u3001\u600e\u4e48\u4e8f\u94b1\u3002<\/p>\n<p>\u6536\u96c6\u4e0d\u5230\u8fd9\u4e9b\u4fe1\u606f\uff0c\u4ea7\u54c1\u5c31\u662f\u95ed\u95e8\u9020\u8f66\u3002<\/p>\n<p><strong>Harness\u6700\u503c\u94b1\u7684\u5730\u65b9\uff0c\u6070\u6070\u5c31\u5728\u5931\u8d25\u65e5\u5fd7\u4e0a\u9762\u3002<\/strong><\/p>\n<p>\u5b83\u6539\u9519\u4e86\u54ea\u4e00\u884c\uff1f\u8dd1\u6d4b\u8bd5\u65f6\u6302\u5728\u54ea\u4e2a\u62a5\u9519\uff1f\u7ec8\u7aef\u547d\u4ee4\u4e3a\u4ec0\u4e48\u5931\u8d25\uff1f\u5b83\u6709\u6ca1\u6709\u91cd\u590d\u8bfb\u540c\u4e00\u4e2a\u6587\u4ef6\uff1f\u6709\u6ca1\u6709\u5728\u4e0a\u4e0b\u6587\u5feb\u6ee1\u65f6\u5f00\u59cb\u5fd8\u4e8b\uff1f<\/p>\n<p>\u62ff\u5230\u66f4\u591a\u771f\u5b9e\u5931\u8d25\u65e5\u5fd7\uff0c\u8c01\u5c31\u80fd\u66f4\u5feb\u77e5\u9053Agent\u5230\u5e95\u5dee\u5728\u54ea\u91cc\u3002<\/p>\n<p>Claude Code\u4e3a\u4ec0\u4e48\u80fd\u5728\u77ed\u65f6\u95f4\u5185\u5360\u5230GitHub\u516c\u5f00\u63d0\u4ea4\u91cf\u76844%\uff1f\u56e0\u4e3aAnthropic\u4e0d\u53ea\u662f\u505a\u4e86\u4e00\u4e2a\u5de5\u5177\uff0c\u800c\u662f\u5efa\u7acb\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u53cd\u9988\u5faa\u73af\u3002<\/p>\n<p>\u5b83\u628a\u7528\u6237\u7684\u6bcf\u4e00\u6b21\u5931\u8d25\u548c\u91cd\u8bd5\uff0c\u90fd\u4f1a\u53d8\u6210\u4ea7\u54c1\u8fed\u4ee3\u7684\u6570\u636e\u3002\u5c24\u5176\u662f\u90a3\u4e9b\u96c6\u4e2d\u9519\u8bef\uff0c\u76f4\u63a5\u53d8\u6210\u4e86Claude Code\u7684\u65b0Harness\u3002<\/p>\n<p>DeepSeek\u73b0\u5728\u8981\u8865\u7684\uff0c\u4e0d\u53ea\u662fHarness\u672c\u8eab\uff0c\u8fd8\u6709\u8fd9\u5957\u6536\u96c6\u53cd\u9988\u3001\u5feb\u901f\u8fed\u4ee3\u7684\u673a\u5236\u3002<\/p>\n<p>\u91cf\u5316\u91cc\u6709\u4e2a\u8bcd\u53eb\u6ed1\u70b9\u3002\u4f60\u4ee5\u4e3a\u81ea\u5df1\u80fd\u5728\u8fd9\u4e2a\u4ef7\u683c\u6210\u4ea4\uff0c\u7ed3\u679c\u771f\u4e0b\u5355\u7684\u65f6\u5019\uff0c\u4ef7\u683c\u5df2\u7ecf\u53d8\u4e86\uff0c\u4e2d\u95f4\u5dee\u51fa\u6765\u7684\u5c31\u662f\u6ed1\u70b9\u3002<\/p>\n<p>Agent\u91cc\u4e5f\u6709\u6ed1\u70b9\u3002\u6a21\u578b\u4ee5\u4e3a\u81ea\u5df1\u7406\u89e3\u4e86\u9879\u76ee\u7ed3\u6784\uff0c\u7ed3\u679c\u8bfb\u9519\u6587\u4ef6\uff1b\u4ee5\u4e3a\u4e00\u6761\u547d\u4ee4\u80fd\u8dd1\u901a\uff0c\u7ed3\u679c\u73af\u5883\u53d8\u91cf\u6ca1\u914d\uff1b\u4ee5\u4e3a\u8865\u4e01\u6539\u597d\u4e86\uff0c\u7ed3\u679c\u6d4b\u8bd5\u6302\u4e86\u3002<\/p>\n<p>\u8fd9\u4e9b\u5dee\u8ddd\uff0c\u5c31\u662f\u6a21\u578b\u4ece\u201c\u60f3\u660e\u767d\u201d\u5230\u201c\u505a\u6210\u4e8b\u201d\u4e4b\u95f4\u7684\u6ed1\u70b9\u3002Harness\u7684\u4ef7\u503c\uff0c\u5c31\u662f\u628a\u8fd9\u4e9b\u6ed1\u70b9\u4e00\u70b9\u70b9\u538b\u4f4e\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u70b9\uff0c\u73b0\u5728Agent\u6709\u4e00\u4e2a\u7279\u522b\u8ba9\u4eba\u5934\u75bc\u7684\u95ee\u9898\u5c31\u662f\u201c\u7ba1\u4e0d\u4f4f\u201d\u3002<\/p>\n<p>2026\u5e744\u6708\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b1%bd%e8%bd%a6\" title=\"View all posts in \u6c7d\u8f66\" target=\"_blank\" class=\"tag_link\">\u6c7d\u8f66<\/a>\u79df\u8d41SaaS\u516c\u53f8PocketOS\uff0c\u8ba9\u4e00\u4e2a\u8fd0\u884c\u5728Cursor\u91cc\u7684Claude Opus 4.6\u7f16\u7801Agent\uff0c\u901a\u8fc7Railway\u8c03\u7528\u4e00\u6b21API\uff0c\u7ed3\u679c\u8fd9\u4e2aAgent\u57289\u79d2\u5185\u5220\u9664\u4e86\u516c\u53f8\u7684\u751f\u4ea7\u6570\u636e\u5e93\u548c\u540c\u5377\u5907\u4efd\uff0c\u516c\u53f8\u6700\u540e\u53ea\u80fd\u4ece\u4e09\u4e2a\u6708\u524d\u7684\u5907\u4efd\u6062\u590d\u3002<\/p>\n<p>\u5728\u91cf\u5316\u516c\u53f8\uff0c\u6700\u6015\u7684\u4e0d\u662f\u7b56\u7565\u4e0d\u8d5a\u94b1\uff0c\u800c\u662f\u7b56\u7565\u5931\u63a7\u3002\u4e8f\u94b1\u53ef\u4ee5\u590d\u76d8\uff0c\u5931\u63a7\u4f1a\u628a\u516c\u53f8\u62d6\u6b7b\u3002\u6240\u4ee5\u4ea4\u6613\u7cfb\u7edf\u4e00\u5b9a\u8981\u6709\u98ce\u63a7\uff1a\u4e8f\u5230\u4ec0\u4e48\u7a0b\u5ea6\u8981\u505c\uff0c\u51fa\u73b0\u5f02\u5e38\u62a5\u4ef7\u8981\u505c\uff0c\u63a5\u53e3\u5ef6\u8fdf\u592a\u9ad8\u8981\u505c\u3002<\/p>\n<p>Agent\u4e5f\u4e00\u6837\u3002\u5b83\u80fd\u8bfb\u6587\u4ef6\u3001\u6539\u4ee3\u7801\u3001\u8dd1\u547d\u4ee4\uff0c\u80fd\u529b\u8d8a\u5927\uff0c\u98ce\u9669\u8d8a\u5927\u3002\u4ec0\u4e48\u547d\u4ee4\u4e0d\u80fd\u6267\u884c\uff0c\u54ea\u4e9b\u76ee\u5f55\u4e0d\u80fd\u78b0\uff0c\u4ec0\u4e48\u65f6\u5019\u5fc5\u987b\u95ee\u4eba\uff0c\u6539\u574f\u4e86\u600e\u4e48\u56de\u6eda\u3002<\/p>\n<p><strong>\u5d14\u6dfb\u7ffc\u503c\u94b1\u7684\u5730\u65b9\u5728\u4e8e\uff0c\u4ed6\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u8be5\u628a\u6a21\u578b\u6441\u4f4f\u3002<\/strong><\/p>\n<\/p>\n<p>\u4ee5\u524d\u5728\u4ea7\u54c1\u4f53\u9a8c\u8fd9\u4ef6\u4e8b\u4e0a\uff0cDeepSeek\u662f\u4e0d\u592a\u9700\u8981\u64cd\u5fc3\u7684\u3002\u6a21\u578b\u591f\u5f3a\uff0c\u5f00\u6e90\u591f\u5feb\uff0c\u793e\u533a\u81ea\u7136\u4f1a\u6765\u3002<\/p>\n<p>\u73b0\u5728\u4e0d\u4e00\u6837\u4e86\u3002\u5f00\u53d1\u8005\u5bf9\u7f16\u7a0b\u5de5\u5177\u7684\u5bb9\u5fcd\u5ea6\u662f\u6781\u4f4e\u7684\uff0c\u56e0\u4e3a\u4ed6\u4eec\u6709\u4e9b\u4eba\u4f1a\u540c\u65f6\u51c6\u5907\u5f88\u591a\u4e2a\u7f16\u7a0b\u5de5\u5177\uff0cA\u5de5\u5177\u4e0d\u884c\u5c31\u9a6c\u4e0a\u6362B\u5de5\u5177\u3002<\/p>\n<p>Ivern AI\u57282026\u5e744\u6708\u5f00\u53d1\u8005\u8c03\u67e5\u4e2d\u63d0\u5230\uff0c73%\u7684\u5f00\u53d1\u8005\u7ecf\u5e38\u4f7f\u75282\u4e2a\u4ee5\u4e0aAI\u7f16\u7801\u5de5\u5177\uff0c\u53ea\u670927%\u53ea\u7528\u4e00\u4e2a\u5de5\u5177\u3002<\/p>\n<p>\u9664\u4e86\u4ea7\u54c1\u4f53\u9a8c\u4ee5\u5916\uff0c\u5de5\u5177\u751f\u6001\u4e5f\u662f\u4e00\u4e2a\u5927\u95ee\u9898\u3002<\/p>\n<p>Claude Code\u80cc\u540e\u6709MCP\u534f\u8bae\u3001\u6709\u63d2\u4ef6\u7cfb\u7edf\uff0c\u8fd8\u6709\u5404\u7c7b\u7684Skills\u3002\u8fd9\u4e9b\u4e1c\u897f\u4e0d\u662f\u4e00\u5929\u5efa\u6210\u7684\uff0c\u662f\u5728\u65e0\u6570\u6b21\u7684\u771f\u5b9e\u4f7f\u7528\u573a\u666f\u91cc\u957f\u51fa\u6765\u7684\u3002<\/p>\n<p>\u7a33\u5b9a\u6027\u662f\u53e6\u4e00\u4e2a\u75db\u70b9\u3002DeepSeek\u7206\u7ea2\u4e4b\u540e\uff0c\u670d\u52a1\u5668\u538b\u529b\u66b4\u589e\uff0c\u5c31\u6bd4\u59825\u670828\u65e5\uff0cDeepSeek\u5c31\u53c8\u5d29\u4e86\u3002<\/p>\n<p>\u5bf9\u804a\u5929\u7528\u6237\u6765\u8bf4\uff0c\u7b49\u51e0\u79d2\u949f\u8fd8\u80fd\u63a5\u53d7\u3002\u4f46\u5bf9\u7f16\u7a0bAgent\u6765\u8bf4\uff0c\u7a33\u5b9a\u6027\u5c31\u662f\u751f\u547d\u7ebf\u3002\u4efb\u52a1\u8dd1\u5230\u4e00\u534a\uff0c\u4f60\u7a81\u7136\u544a\u8bc9\u6211\u8bf4API\u8d85\u65f6\u4e86\uff0c\u90a3\u6240\u6709\u5de5\u4f5c\u90fd\u524d\u529f\u5c3d\u5f03\u4e86\u3002<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DeepSeek\u90a3\u5f20\u840c\u840c\u54d2\u7684\u62db\u8058\u6d77\u62a5\uff0c\u76f8\u4fe1\u4f60\u4e5f\u770b\u5230\u4e86\u3002 \u84dd\u8272\u80cc\u666f\uff0c\u5361\u901a\u864e\u9cb8\uff0c\u914d\u4e0a\u201cAgent Harness\u7814 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[258,172,378,14,158,153,113,88,367,53,192],"views":3,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/788389"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=788389"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/788389\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=788389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=788389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=788389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}