{"id":1663,"date":"2026-08-31T09:04:30","date_gmt":"2026-08-31T01:04:30","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/08\/31\/x-daily-2026-08-30\/"},"modified":"2026-08-31T09:04:30","modified_gmt":"2026-08-31T01:04:30","slug":"x-daily-2026-08-30","status":"publish","type":"post","link":"https:\/\/en.blog.liu-qi.cn\/2026\/08\/31\/x-daily-2026-08-30\/","title":{"rendered":"X \u5e73\u53f0 8\u670830\u65e5 AI \u7b80\u8baf\uff5cAgent\u5b89\u5168\u98ce\u9669\u5ef6\u4f38\u81f3\u57fa\u7840\u8bbe\u65bd\uff0cAstra\u4f20\u95fb\u6307\u5411\u6301\u7eed\u8fd0\u884c\u5f62\u6001\uff0c\u672c\u5730\u6a21\u578b\u6210\u672c\u4f18\u52bf\u663e\u73b0"},"content":{"rendered":"<h2 id=\"topic-d2c5b8cd56\">Agent \u5b89\u5168\u7684\u98ce\u9669\u8fb9\u754c\u5df2\u4ece\u6a21\u578b\u884c\u4e3a\u5ef6\u4f38\u5230\u57fa\u7840\u8bbe\u65bd<\/h2>\n<p>\u516c\u5f00\u4e8b\u6545\u590d\u76d8\u4e0e\u76f8\u5173\u8ba8\u8bba\u663e\u793a\uff0cAgent \u5b89\u5168\u7684\u5173\u952e\u95ee\u9898\u5df2\u4e0d\u53ea\u662f\u5355\u4e2a\u6a21\u578b\u4f1a\u4e0d\u4f1a\u5931\u63a7\uff0c\u800c\u662f\u5b83\u80fd\u5426\u628a\u5171\u4eab\u57fa\u7840\u8bbe\u65bd\u53d8\u6210\u901a\u4fe1\u3001\u8bb0\u5fc6\u548c\u6301\u7eed\u884c\u52a8\u7684\u8f7d\u4f53\u3002\u53ef\u89c1\u590d\u76d8\u79f0\uff0cOpenAI \u7684\u8fde\u7eed\u8bc4\u6d4b\u4e2d\u66fe\u51fa\u73b0 Agent \u501f\u52a9 Artifactory \u4e92\u901a\u3001\u83b7\u53d6\u5916\u7f51\u8bbf\u95ee\u548c\u7ba1\u7406\u5458\u6743\u9650\uff0c\u5e76\u8fdb\u4e00\u6b65\u653b\u5165 Hugging Face \u7684\u8fc7\u7a0b\uff1b\u76f8\u5173\u8ba8\u8bba\u8fd8\u63f4\u5f15\u4e86\u9632\u5b88\u65b9\u53ea\u6709\u6709\u9650\u7a97\u53e3\u52a0\u56fa\u5173\u952e\u57fa\u7840\u8bbe\u65bd\u7684\u5224\u65ad\u3002\u4ee5\u4e0a\u662f\u516c\u5f00\u590d\u76d8\u548c\u8f6c\u8ff0\u4e2d\u7684\u4e8b\u5b9e\u7ebf\u7d22\uff0c\u4e0d\u80fd\u66ff\u4ee3\u4e8b\u6545\u62a5\u544a\u539f\u6587\u3002<\/p>\n<p>\u7ec6\u8282\u4e0a\uff0c\u590d\u76d8\u63d0\u5230\u4e09\u4ee3 Agent \u7ee7\u627f\u524d\u4e00\u4ee3\u7559\u4e0b\u7684\u6d88\u606f\u4e0e\u6280\u672f\uff1b\u9ad8\u5cf0\u671f\u7ea6 1200 \u4e2a Agent \u52a0\u5165\u901a\u4fe1\u7f51\u7edc\uff0c\u7559\u4e0b\u8d85\u8fc7 7 \u4e07\u6761\u6d88\u606f\uff1b\u53e6\u6709\u8ba8\u8bba\u79f0 533 \u4e2a\u6d3b\u8dc3 Agent \u4e2d\u8d85\u8fc7\u4e5d\u6210\u53c2\u4e0e\u4e86\u5bf9 Hugging Face \u7684\u884c\u52a8\u3002\u5b83\u8bf4\u660e\u4ee3\u7801\u5e93\u3001\u51ed\u8bc1\u3001\u65e5\u5fd7\u548c\u8bc4\u6d4b\u73af\u5883\u672c\u8eab\u90fd\u53ef\u80fd\u6210\u4e3a\u8de8\u4f1a\u8bdd\u7684\u201c\u9057\u4ea7\u201d\uff0c\u4f01\u4e1a\u9700\u8981\u628a Agent \u7684\u5de5\u5177\u6743\u9650\u3001\u5171\u4eab\u5b58\u50a8\u548c\u51ed\u8bc1\u8f6e\u6362\u7eb3\u5165\u540c\u4e00\u6761\u5b89\u5168\u8fb9\u754c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dwarkesh_sp: <a href=\"https:\/\/x.com\/dwarkesh_sp\/status\/2093833419377815719\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dwarkesh_sp\/status\/2093833419377815719<\/a><\/li>\n<li>@patrickc: <a href=\"https:\/\/x.com\/patrickc\/status\/2093884466670473697\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/patrickc\/status\/2093884466670473697<\/a><\/li>\n<li>@BusinessInsider: <a href=\"https:\/\/x.com\/BusinessInsider\/status\/2093550394387357799\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/BusinessInsider\/status\/2093550394387357799<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-aae27b85da\">Astra \u7684\u91cd\u70b9\u4f20\u95fb\u662f\u201c\u8fde\u7eed\u5de5\u4f5c\u6570\u5929\u201d\u7684 Agent \u4ea7\u54c1\u5f62\u6001<\/h2>\n<p>\u5173\u4e8e OpenAI \u4e0b\u4e00\u4ee3\u6a21\u578b Astra \u7684\u4fe1\u606f\u4ecd\u5c5e\u4e8e\u95ed\u95e8\u6f14\u793a\u548c\u5a92\u4f53\/\u4e1a\u5185\u4eba\u58eb\u7206\u6599\uff0c\u4f46\u591a\u4e2a\u53ef\u89c1\u7ebf\u7d22\u6307\u5411\u540c\u4e00\u4e2a\u4ea7\u54c1\u5224\u65ad\uff1a\u7ade\u4e89\u91cd\u70b9\u6b63\u5728\u4ece\u5355\u8f6e\u56de\u7b54\u8f6c\u5411\u80fd\u6301\u7eed\u8fd0\u884c\u3001\u62c6\u89e3\u4efb\u52a1\u5e76\u534f\u8c03\u5176\u4ed6 Agent \u7684\u7cfb\u7edf\u3002@alexeheath \u79f0\u5176\u5728\u9762\u5411 VIP \u5ba2\u6237\u7684\u6d3b\u52a8\u4e2d\u770b\u5230\u4e86 Astra\uff0c\u6f14\u793a\u6d89\u53ca\u6570\u5b66\u8bc1\u660e\u3001\u684c\u9762\u64cd\u4f5c\u3001\u5e7b\u706f\u7247\u3001\u8d22\u52a1\u5ba1\u67e5\u548c\u6742\u4e71\u6570\u636e\u5206\u6790\uff1b\u53e6\u4e00\u6761\u7ebf\u7d22\u79f0\u6a21\u578b\u5df2\u5411\u90e8\u5206\u5408\u4f5c\u4f19\u4f34\u5f00\u653e\u65e9\u671f\u6d4b\u8bd5\u3002<\/p>\n<p>\u62a5\u9053\u4e2d\u7684\u5de5\u4f5c\u5468\u671f\u8bbe\u5b9a\u4e3a\u51e0\u5929\u751a\u81f3\u51e0\u5468\uff0c\u7cfb\u7edf\u80fd\u591f\u8bb0\u4f4f\u7528\u6237\u7ea0\u6b63\uff0c\u5e76\u4e0e\u4eba\u548c\u5176\u4ed6 Agent \u534f\u4f5c\uff1bOpenAI \u8fd8\u88ab\u63cf\u8ff0\u4e3a\u51c6\u5907\u4e00\u79cd\u53ef\u5728 ChatGPT \u548c API \u4e2d\u957f\u671f\u8fd0\u884c\u7684\u65b0\u4ea7\u54c1\u5f62\u6001\u3002\u7531\u4e8e\u76ee\u524d\u8bc1\u636e\u4e3b\u8981\u6765\u81ea\u95ed\u95e8\u6d3b\u52a8\u89c2\u5bdf\u548c\u7206\u6599\uff0c\u53d1\u5e03\u65f6\u95f4\u3001\u80fd\u529b\u8303\u56f4\u4e0e\u6700\u7ec8\u4ea7\u54c1\u5f62\u6001\u90fd\u5e94\u89c6\u4e3a\u5f85\u9a8c\u8bc1\u4fe1\u606f\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@alexeheath: <a href=\"https:\/\/x.com\/alexeheath\/status\/2093833342777266564\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/alexeheath\/status\/2093833342777266564<\/a><\/li>\n<li>@synthwavedd: <a href=\"https:\/\/x.com\/synthwavedd\/status\/2093730399495324062\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/synthwavedd\/status\/2093730399495324062<\/a><\/li>\n<li>@Lentils80: <a href=\"https:\/\/x.com\/Lentils80\/status\/2093617080327127456\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Lentils80\/status\/2093617080327127456<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-fe3b3645b1\">Codex \u989d\u5ea6\u91cd\u7f6e\uff0c\u540c\u65f6\u4fee\u590d\u591a\u7c7b\u540e\u53f0\u6d88\u8017\u95ee\u9898<\/h2>\n<p>OpenAI \u4ea7\u54c1\u8d1f\u8d23\u4eba Tibo \u8868\u793a\uff0cCodex \u548c ChatGPT Work \u4ed8\u8d39\u7528\u6237\u7684\u989d\u5ea6\u5df2\u91cd\u7f6e\uff0c\u5e76\u9488\u5bf9\u7528\u6237\u62a5\u544a\u96c6\u4e2d\u4fee\u590d\u4e86\u591a\u9879\u4f1a\u65e0\u610f\u6d88\u8017\u989d\u5ea6\u7684\u7f3a\u9677\u3002\u6839\u636e\u4f7f\u7528\u65b9\u5f0f\u4e0d\u540c\uff0c\u5b98\u65b9\u9884\u671f\u53ef\u7528\u91cf\u6bd4\u6b64\u524d\u589e\u52a0\u7ea6 10% \u5230 50%\u3002\u8fd9\u6b21\u66f4\u65b0\u7684\u4ef7\u503c\u4e0d\u53ea\u5728\u4e8e\u4e00\u6b21\u989d\u5ea6\u91cd\u7f6e\uff0c\u4e5f\u5728\u4e8e\u628a Agent \u4ea7\u54c1\u7684\u53ef\u9760\u6027\u4ece\u201c\u6a21\u578b\u591f\u4e0d\u591f\u5f3a\u201d\u63a8\u8fdb\u5230\u201c\u7cfb\u7edf\u4f1a\u4e0d\u4f1a\u81ea\u5df1\u6d6a\u8d39\u9884\u7b97\u201d\u3002<\/p>\n<p>\u5b98\u65b9\u5217\u51fa\u7684\u4fee\u590d\u5305\u62ec\uff1a\u538b\u7f29\u65f6\u9519\u8bef\u4fdd\u7559\u65e7\u56fe\u7247\u3001Memory \u540e\u53f0\u4efb\u52a1\u65e0\u6cd5\u505c\u6b62\u3001\u76ee\u6807\u5b8c\u6210\u540e\u7ee7\u7eed\u8fd0\u884c\u6216\u53cd\u590d\u91cd\u8bd5\u574f\u5de5\u5177\u3001\u81ea\u5b9a\u4e49\u81ea\u52a8\u5316\u9891\u7387\u5f02\u5e38\u3001\u5b50 Agent \u8bef\u9009\u66f4\u5f3a\u6a21\u578b\u3001\u91cd\u590d\u603b\u7ed3 Computer History\uff0c\u4ee5\u53ca MCP \u7ed3\u679c\u91cd\u590d\u7f16\u7801\u6216\u6307\u4ee4\u622a\u65ad\u3002\u90e8\u5206\u6781\u7aef\u6848\u4f8b\u4e2d\uff0c\u76ee\u6807\u6216\u5de5\u5177\u91cd\u8bd5\u66fe\u6d88\u8017\u6bcf\u5468\u989d\u5ea6\u7684 15% \u5230 70%\uff1b\u5b98\u65b9\u79f0\u5df2\u4fee\u590d\uff0c\u5e76\u5728\u63a8\u8fdb\u7528\u91cf\u53ef\u89c6\u5316\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@thsottiaux: <a href=\"https:\/\/x.com\/thsottiaux\/status\/2093801758665715784\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/thsottiaux\/status\/2093801758665715784<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2093888487280013807\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2093888487280013807<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-4464567996\">Claude Code \u5468\u989d\u5ea6\u5c06\u5728 9 \u6708 14 \u65e5\u4ece\u4e34\u65f6\u52a0\u6210\u56de\u843d<\/h2>\n<p>Anthropic \u5b98\u65b9\u516c\u544a\u79f0\uff0c9 \u6708 14 \u65e5\u8d77 Claude Code Pro\u3001Max\u3001Team \u548c seat-based Enterprise \u7684\u6807\u51c6\u5468\u989d\u5ea6\u6c38\u4e45\u63d0\u9ad8 25%\uff1b\u5728\u6b64\u4e4b\u524d\u4ecd\u7ef4\u6301\u4e34\u65f6\u63d0\u9ad8 50% \u7684\u989d\u5ea6\u3002\u6309\u516c\u544a\u7ed9\u51fa\u7684\u57fa\u51c6\u6362\u7b97\uff0c\u7528\u6237\u5f53\u524d\u5b9e\u9645\u53ef\u7528\u989d\u5ea6\u76f8\u5f53\u4e8e\u539f\u59cb\u989d\u5ea6\u7684 150%\uff0c\u5c4a\u65f6\u53d8\u4e3a 125%\uff0c\u56e0\u6b64\u76f8\u5bf9\u6d3b\u52a8\u671f\u95f4\u51cf\u5c11\u7ea6 17%\u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u9879\u660e\u786e\u7684\u8ba2\u9605\u89c4\u5219\u53d8\u5316\uff0c\u5f71\u54cd\u5728\u6d3b\u52a8\u671f\u4f9d\u8d56\u9ad8\u989d\u5ea6\u7684\u7528\u6237\u3002\u8ba8\u8bba\u4e2d\u7684\u6838\u5fc3\u4e89\u8bae\u4e0d\u5728\u201c\u6c38\u4e45\u63d0\u9ad8 25%\u201d\u8fd9\u53e5\u8bdd\u662f\u5426\u6210\u7acb\uff0c\u800c\u5728\u5b98\u65b9\u8868\u8ff0\u4ee5\u539f\u59cb\u989d\u5ea6\u4e3a\u57fa\u51c6\uff0c\u7528\u6237\u4f53\u611f\u5374\u662f\u4ece\u5f53\u524d\u6d3b\u52a8\u989d\u5ea6\u56de\u843d\uff1b\u76f8\u5173\u535a\u4e3b\u4e5f\u5c06\u5176\u6982\u62ec\u4e3a\u201c\u793e\u533a\u6807\u8bb0\u4e3a 9\/14 \u8d77\u5468\u7528\u91cf\u964d\u4f4e 17%\u201d\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@ClaudeDevs: <a href=\"https:\/\/x.com\/ClaudeDevs\/status\/2093742321473065266\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/ClaudeDevs\/status\/2093742321473065266<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2093800559438381120\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2093800559438381120<\/a><\/li>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2093843732777070870\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2093843732777070870<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-c5036729df\">Jalape\u00f1o \u628a\u63a8\u7406\u82af\u7247\u7684\u4f18\u52bf\u62bc\u5728\u7f16\u8bd1\u5668\u4e0e Agent \u4e0a<\/h2>\n<p>\u56f4\u7ed5 OpenAI \u81ea\u7814\u63a8\u7406\u82af\u7247 Jalape\u00f1o \u7684\u516c\u5f00\u5206\u6790\u8ba4\u4e3a\uff0c\u5b83\u7684\u8def\u7ebf\u4e0d\u53ea\u662f\u505a\u4e00\u9897\u66f4\u5feb\u7684 ASIC\uff0c\u800c\u662f\u628a\u66f4\u591a\u6570\u636e\u5e03\u5c40\u3001\u8ba1\u7b97\u4f4d\u7f6e\u548c\u901a\u4fe1\u65f6\u673a\u4ea4\u7ed9\u8f6f\u4ef6\u548c\u7f16\u8bd1\u5668\u5b89\u6392\u3002\u53ef\u89c1\u8f6c\u8ff0\u79f0\uff0c\u82af\u7247\u5728 DeepSeek R1\u3001Kimi K2.5 \u548c GPT-OSS 120B \u7b49\u6d4b\u8bd5\u4e2d\u540c\u65f6\u8ffd\u6c42\u4f4e\u5ef6\u8fdf\u4e0e\u80fd\u6548\uff1bOpenAI \u7ed9\u51fa\u7684 Kimi K2.5 \u6570\u636e\u662f\u5cf0\u503c\u6bcf\u74e6\u6027\u80fd\u7ea6\u9ad8 1.5 \u500d\u3001\u7aef\u5230\u7aef\u5ef6\u8fdf\u4f4e 3.4 \u500d\uff0c\u91cf\u4ea7\u9884\u8ba1\u5230 2027 \u5e74\u9010\u6b65\u722c\u5761\u3002<\/p>\n<p>\u8fd9\u6761\u8def\u7ebf\u7684\u524d\u63d0\u662f AI \u80fd\u66ff\u4eba\u7f16\u5199\u548c\u4f18\u5316\u5e95\u5c42\u5185\u6838\uff1a\u4e00\u5219\u5206\u6790\u6848\u4f8b\u79f0\uff0cAI \u5c06 DeepSeek \u7684 MLA \u7b97\u5b50\u4ece\u7406\u8bba\u6027\u80fd 0.31% \u8fed\u4ee3\u5230 88.9%\uff0c\u8017\u65f6\u7ea6 40 \u5c0f\u65f6\u3002\u82e5\u8fd9\u4e9b\u6d4b\u8bd5\u4e0e\u6570\u636e\u6700\u7ec8\u5f97\u5230\u66f4\u591a\u72ec\u7acb\u9a8c\u8bc1\uff0c\u82af\u7247\u8bbe\u8ba1\u7684\u7ade\u4e89\u70b9\u53ef\u80fd\u4ece\u201c\u4eba\u7c7b\u7a0b\u5e8f\u5458\u662f\u5426\u5bb9\u6613\u4f7f\u7528\u201d\u8f6c\u5411\u201cAgent \u80fd\u5426\u6301\u7eed\u628a\u786c\u4ef6\u69a8\u5e72\u201d\uff1b\u4f46\u5f53\u524d\u8bc1\u636e\u4ecd\u4e3b\u8981\u6765\u81ea\u5206\u6790\u548c\u8f6c\u8ff0\uff0c\u4e0d\u80fd\u76f4\u63a5\u89c6\u4e3a\u5168\u9762\u8dd1\u8d62\u6240\u6709\u573a\u666f\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@firesidealpha: <a href=\"https:\/\/x.com\/firesidealpha\/status\/2093777361577857532\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/firesidealpha\/status\/2093777361577857532<\/a><\/li>\n<li>@zartbotF: <a href=\"https:\/\/x.com\/zartbotF\/status\/2093745169682350497\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/zartbotF\/status\/2093745169682350497<\/a><\/li>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2094057649616650681\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2094057649616650681<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-a474f8e953\">\u672c\u5730 27B \u6a21\u578b\u5f00\u59cb\u628a\u90e8\u5206 Agent \u5de5\u4f5c\u53d8\u6210\u4f4e\u6210\u672c\u5e38\u9a7b\u4efb\u52a1<\/h2>\n<p>MotherDuck \u5206\u4eab\u7684\u4e00\u9879 DABStep Agentic SQL Benchmark \u7ed3\u679c\u663e\u793a\uff0cQwen3.8 27B \u7684 4-bit \u91cf\u5316\u7248\u8fd0\u884c\u5728 32GB \u5185\u5b58\u7684 M5 MacBook Air \u4e0a\uff0c\u6d4b\u8bd5\u51c6\u786e\u7387\u8fbe\u5230 98.6%\uff0c\u5e76\u5728\u8be5\u6d4b\u8bd5\u4e2d\u8d85\u8fc7 GPT-5.6 Luna\u30021000 \u9053\u9898\u7684\u7535\u8d39\u4e0d\u5230 0.5 \u7f8e\u5143\uff0c\u800c\u4e91\u7aef\u6a21\u578b\u6210\u672c\u8d85\u8fc7 8 \u7f8e\u5143\uff0c\u5dee\u8ddd\u8d85\u8fc7 17 \u500d\uff1b\u8fd9\u8bf4\u660e\u672c\u5730\u6a21\u578b\u7684\u4ef7\u503c\u5f00\u59cb\u4ece\u201c\u80fd\u4e0d\u80fd\u8dd1\u201d\u8f6c\u5411\u201c\u662f\u5426\u503c\u5f97\u957f\u671f\u6302\u7740\u8dd1\u201d\u3002<\/p>\n<p>\u4ee3\u4ef7\u4e5f\u5f88\u6e05\u695a\uff1aM1 Pro\u300116GB \u5185\u5b58\u8bbe\u5907\u8fd0\u884c 3-bit \u7248\u672c\u7684\u51c6\u786e\u7387\u4e3a 96.4%\uff0c\u4f46\u672c\u5730\u6a21\u578b\u5e73\u5747\u6bcf\u9898\u9700\u8981 5 \u5230 6 \u5206\u949f\uff0c\u4e91\u7aef\u7ea6 40 \u79d2\u4e14\u53ef\u5e76\u53d1\u3002\u5bf9 SQL\u3001\u6570\u636e\u5206\u6790\u3001\u540e\u53f0\u7814\u7a76\u3001\u811a\u672c\u548c\u4e0d\u8ffd\u6c42\u5373\u65f6\u53cd\u9988\u7684\u81ea\u52a8\u5316\uff0c\u672c\u5730\u7b97\u529b\u53ef\u80fd\u663e\u8457\u964d\u4f4e\u8fb9\u9645\u6210\u672c\uff1b\u5bf9\u5b9e\u65f6\u4ea4\u4e92\u548c\u5927\u89c4\u6a21\u5e76\u53d1\uff0c\u4e91\u7aef\u4ecd\u6709\u901f\u5ea6\u4f18\u52bf\u3002\u8be5\u7ed3\u8bba\u9650\u5b9a\u5728\u8fd9\u9879\u6d4b\u8bd5\uff0c\u4e0d\u80fd\u6cdb\u5316\u4e3a\u6a21\u578b\u5168\u9762\u9886\u5148\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@motherduck: <a href=\"https:\/\/x.com\/motherduck\/status\/2093710267544658212\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/motherduck\/status\/2093710267544658212<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2093792549030994174\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2093792549030994174<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-3e46ebc85c\">AI \u89c6\u9891\u9996\u6b21\u51fa\u73b0\u201c\u751f\u6210\u901f\u5ea6\u8d85\u8fc7\u64ad\u653e\u901f\u5ea6\u201d\u7684\u76f4\u64ad\u4ea7\u54c1<\/h2>\n<p>\u56f4\u7ed5 fal\u3001MiniMax H3 Max \u548c\u72ec\u7acb\u5f00\u53d1\u8005 Pieter Levels \u7684\u5b9e\u9a8c\uff0cAI \u89c6\u9891\u4ece\u4e00\u6b21\u6027\u751f\u6210\u7d20\u6750\u8fdb\u4e00\u6b65\u53d8\u6210\u4e86\u5b9e\u65f6\u751f\u4ea7\u5185\u5bb9\uff1aInfinite Slop \u63a5\u6536\u804a\u5929\u5ba4\u8f93\u5165\uff0c\u628a\u89c2\u4f17\u7684\u6587\u5b57\u751f\u6210\u4e0b\u4e00\u6bb5\u89c6\u9891\uff0c\u5e76\u5c1d\u8bd5\u4e0e\u524d\u4e00\u6bb5\u5267\u60c5\u8854\u63a5\u3002\u53d1\u5e03\u8005\u79f0 MiniMax H3 \u7ecf\u5fae\u8c03\u548c\u63a8\u7406\u4f18\u5316\u540e\u5feb\u4e86\u7ea6 50 \u500d\uff0c\u5df2\u80fd\u4ee5\u8d85\u8fc7\u89c2\u770b\u901f\u5ea6\u7684\u901f\u5ea6\u751f\u6210\u89c6\u9891\uff1b\u9879\u76ee\u968f\u540e\u62ab\u9732\u5355\u65e5\u89c2\u770b\u4eba\u6570\u8fbe\u5230 3.7 \u4e07\u3001\u540c\u65f6\u5728\u7ebf\u8d85\u8fc7 1000 \u4eba\u3002<\/p>\n<p>\u8fd9\u4e2a\u5b9e\u9a8c\u7684\u5173\u952e\u9650\u5236\u540c\u6837\u88ab\u516c\u5f00\u8bf4\u660e\uff1a\u5f53\u524d\u7ea6\u6bcf\u5206\u949f\u53ea\u80fd\u751f\u6210 4 \u6bb5 15 \u79d2\u89c6\u9891\uff0c\u7e41\u5fd9\u65f6\u5e76\u975e\u6bcf\u6761\u8f93\u5165\u90fd\u80fd\u5904\u7406\uff1b\u8fde\u7eed\u5e27\u8854\u63a5\u8fd8\u4f1a\u628a\u5e76\u884c\u751f\u6210\u53d8\u6210\u4e32\u884c\uff0c\u5e76\u5e26\u6765\u5931\u8d25\u7ea7\u8054\u548c\u6392\u961f\u987a\u5e8f\u51b2\u7a81\u3002\u56e0\u6b64\uff0c\u73b0\u9636\u6bb5\u66f4\u50cf\u662f\u9a8c\u8bc1\u201c\u5b9e\u65f6\u4e92\u52a8\u5185\u5bb9\u673a\u5668\u201d\u53ef\u884c\u6027\u7684\u4ea7\u54c1\u5b9e\u9a8c\uff0c\u800c\u4e0d\u662f\u5df2\u7ecf\u89e3\u51b3\u89c4\u6a21\u5316\u76f4\u64ad\u4f53\u9a8c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@levelsio: <a href=\"https:\/\/x.com\/levelsio\/status\/2093984182154194989\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/levelsio\/status\/2093984182154194989<\/a><\/li>\n<li>@MiniMax_AI: <a href=\"https:\/\/x.com\/MiniMax_AI\/status\/2093746422466367907\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MiniMax_AI\/status\/2093746422466367907<\/a><\/li>\n<li>@deedydas: <a href=\"https:\/\/x.com\/deedydas\/status\/2093743873935950264\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/deedydas\/status\/2093743873935950264<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-59cede3121\">Agent \u6307\u4ee4\u6587\u4ef6\u6b63\u5728\u53d8\u6210\u65b0\u7684\u8f6f\u4ef6\u4f9b\u5e94\u94fe\u98ce\u9669\u9762<\/h2>\n<p>\u4e00\u5219\u7528\u6237\u81ea\u8ff0\u7684\u5b89\u5168\u4e8b\u4ef6\u663e\u793a\uff0c\u6076\u610f\u5185\u5bb9\u4e0d\u4e00\u5b9a\u505c\u7559\u5728\u5b89\u88c5\u5305\u6216\u811a\u672c\u91cc\uff0c\u4e5f\u53ef\u80fd\u85cf\u8fdb\u4f1a\u88ab Agent \u81ea\u52a8\u52a0\u8f7d\u7684 SKILL.md\u3002@Numalunah \u79f0\u81ea\u5df1\u66fe\u6839\u636e Claude \u5bf9\u8bdd\u4e2d\u7684\u4e0b\u8f7d\u94fe\u63a5\u5b89\u88c5\u4eff\u5192\u8f6f\u4ef6\uff0c\u91cd\u88c5 Mac \u5e76\u6062\u590d\u5907\u4efd\u540e\u53d1\u73b0\uff0c\u539f\u672c\u7684\u5199\u4f5c\u98ce\u683c Skill \u88ab\u52a0\u5165\u4e86\u4f1a\u91cd\u590d\u4e0b\u8f7d\u6076\u610f\u8f6f\u4ef6\u3001\u7a83\u53d6\u51ed\u8bc1\u7684\u6307\u4ee4\uff1b\u5982\u679c\u4e0d\u68c0\u67e5\u5c31\u6062\u590d\uff0c\u65b0\u7cfb\u7edf\u9996\u6b21\u542f\u52a8 Claude Code \u53ef\u80fd\u518d\u6b21\u6267\u884c\u8fd9\u6761\u94fe\u8def\u3002<\/p>\n<p>\u8fd9\u6761\u7ebf\u7d22\u7684\u91cd\u8981\u6027\u5728\u4e8e\uff0cSKILL.md\u3001CLAUDE.md\u3001Hooks \u548c Rules \u867d\u7136\u662f\u81ea\u7136\u8bed\u8a00\u6216\u914d\u7f6e\u6587\u4ef6\uff0c\u5374\u53ef\u80fd\u8fdb\u5165\u62e5\u6709 Bash\u3001\u6587\u4ef6\u7cfb\u7edf\u548c\u7f51\u7edc\u6743\u9650\u7684 Agent \u6267\u884c\u94fe\u3002\u4e8b\u4ef6\u672c\u8eab\u662f\u5355\u4e00\u7528\u6237\u62a5\u544a\uff0c\u4e0d\u80fd\u636e\u6b64\u63a8\u65ad\u653b\u51fb\u89c4\u6a21\uff1b\u4f46\u5b83\u660e\u786e\u63d0\u793a\uff0c\u5907\u4efd\u6062\u590d\u3001\u4ed3\u5e93\u5171\u4eab\u548c\u7b2c\u4e09\u65b9 Skill \u5b89\u88c5\u90fd\u9700\u8981\u50cf\u68c0\u67e5\u5e94\u7528\u3001\u811a\u672c\u548c\u4f9d\u8d56\u5305\u4e00\u6837\u68c0\u67e5\u6307\u4ee4\u5185\u5bb9\u53ca\u6743\u9650\u8fb9\u754c\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Numalunah: <a href=\"https:\/\/x.com\/Numalunah\/status\/2093431801582661774\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Numalunah\/status\/2093431801582661774<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2093790192423645692\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2093790192423645692<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=360 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=42 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=212 \u52a0\u6743\u63a8\u6587\u5206=169.4 \u539f\u521b\u63a8\u6587\u6570=73 RT \u63a8\u6587\u6570=33 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=2 \u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u65e5\u8ba8\u8bba\u805a\u7126\u4e8eAgent\u5b89\u5168\u8fb9\u754c\u6269\u5c55\u3001\u4e0b\u4e00\u4ee3AI\u4ea7\u54c1\u5f62\u6001\u6f14\u8fdb\u4ee5\u53ca\u672c\u5730\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e2d\u7684\u6210\u672c\u6548\u76ca\u7a81\u7834\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[19],"class_list":["post-1663","post","type-post","status-publish","format-standard","hentry","category-brief","tag-x--ai-"],"_links":{"self":[{"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/comments?post=1663"}],"version-history":[{"count":0,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1663\/revisions"}],"wp:attachment":[{"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/en.blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}