{"id":1582,"date":"2026-08-14T09:03:32","date_gmt":"2026-08-14T01:03:32","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/08\/14\/x-daily-2026-08-13\/"},"modified":"2026-08-14T09:03:32","modified_gmt":"2026-08-14T01:03:32","slug":"x-daily-2026-08-13","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/08\/14\/x-daily-2026-08-13\/","title":{"rendered":"X \u5e73\u53f0 8\u670813\u65e5 AI \u7b80\u8baf\uff5cDeepSeek V4 Pro\u91cd\u53d1\u5e76\u5927\u5e45\u8c03\u4ef7\uff0cHarness\u5f00\u6e90\u9884\u89c8\u91cd\u6784Agent\u8fd0\u884c\u65f6\uff0cClaude\u6d4f\u89c8\u5668Agent\u5b9e\u73b0\u8de8\u7aef\u540c\u6b65"},"content":{"rendered":"<h2 id=\"topic-f00e9763b9\">DeepSeek V4 Pro 0813 \u7ecf\u5386\u56de\u6eda\u540e\u91cd\u53d1\uff0cAgent \u80fd\u529b\u5347\u7ea7\u4e0e\u5927\u5e45\u8c03\u4ef7\u540c\u65f6\u51fa\u73b0<\/h2>\n<p>\u6628\u65e5\u53ef\u89c1\u65f6\u95f4\u7ebf\u663e\u793a\uff0cDeepSeek V4 Pro 0813 \u7684\u53d1\u5e03\u7ecf\u5386\u4e86\u5b98\u7f51\u4fe1\u606f\u64a4\u4e0b\u3001\u7591\u4f3c\u56de\u6eda\u548c\u91cd\u65b0\u4e0a\u7ebf\uff0c\u503c\u5f97\u5173\u6ce8\u7684\u4e0d\u53ea\u662f\u6a21\u578b\u5206\u6570\uff0c\u8fd8\u6709\u90e8\u7f72\u7a33\u5b9a\u6027\u4e0e\u4f7f\u7528\u6210\u672c\u3002DeepSeek \u5b98\u65b9\u53d1\u5e03\u5185\u5bb9\u88ab\u8d26\u53f7\u8f6c\u8ff0\u4e3a\uff1aV4-Pro\/Flash \u589e\u52a0 low\u3001high\u3001max \u4e09\u6863 reasoning\uff0c\u5e76\u9762\u5411 Agent \u5de5\u4f5c\u6d41\u505a\u5347\u7ea7\uff1b\u91cd\u53d1\u7248\u672c\u8fd8\u88ab\u8bb0\u5f55\u4e3a\u652f\u6301 Responses API \u548c Codex \u9002\u914d\u3002\u5b9a\u4ef7\u65b9\u9762\uff0c\u535a\u4e3b\u6574\u7406\u7684\u9ad8\u5cf0\u53e3\u5f84\u4e3a\u7f13\u5b58\u547d\u4e2d\u8f93\u5165 0.30 \u5143\u3001\u672a\u547d\u4e2d\u8f93\u5165 9 \u5143\u3001\u8f93\u51fa 27 \u5143\uff1b\u76f8\u8f83\u6b64\u524d\u6d41\u4f20\u7684 0.025\u30013\u30016 \u5143\uff0c\u6da8\u5e45\u4e3b\u8981\u96c6\u4e2d\u5728\u7f13\u5b58\u548c\u8f93\u51fa\u3002\u9700\u8981\u6ce8\u610f\uff0c\u56de\u6eda\u539f\u56e0\u3001\u6027\u80fd\u5f02\u5e38\u4e0e\u4ef7\u683c\u5bf9\u6bd4\u4e3b\u8981\u6765\u81ea\u535a\u4e3b\u89c2\u5bdf\u548c\u8f6c\u8ff0\uff0c\u4e0d\u80fd\u66ff\u4ee3\u5b98\u65b9\u516c\u544a\u6216\u72ec\u7acb\u8bc4\u6d4b\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2087863955150799113\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2087863955150799113<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2087866632333107572\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2087866632333107572<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2087701319922729056\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2087701319922729056<\/a><\/li>\n<li>@oran_ge: <a href=\"https:\/\/x.com\/oran_ge\/status\/2087873150747115608\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/oran_ge\/status\/2087873150747115608<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-6937ccc880\">DeepSeek Harness v0.1 \u5f00\u6e90\u9884\u89c8\uff0c\u628a Agent \u8fd0\u884c\u65f6\u62c6\u6210\u53ef\u7ec4\u5408\u63d2\u4ef6<\/h2>\n<p>DeepSeek Harness \u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5b83\u8bd5\u56fe\u63d0\u4f9b\u4e00\u5957\u53ef\u91cd\u7ec4\u7684 Agent runtime\uff0c\u800c\u4e0d\u53ea\u662f\u53c8\u4e00\u4e2a Coding Agent\u3002\u53ef\u89c1\u5b98\u65b9\u8f6c\u8ff0\u786e\u8ba4 v0.1 \u8fdb\u5165 Developer Preview\u3001\u91c7\u7528 MIT license\uff0c\u5e76\u7531 Cordis meta-framework \u9a71\u52a8\uff1b\u76f8\u5173\u4ecb\u7ecd\u628a\u6a21\u578b\u3001\u5de5\u5177\u3001Skill\u3001Session\u3001Sandbox\u3001Loop\u3001Orchestration \u4e43\u81f3 UI \u90fd\u89c6\u4e3a\u53ef\u66ff\u6362\u63d2\u4ef6\u3002\u5b9e\u9645\u8bd5\u7528\u8005\u8fd8\u62c6\u51fa\u4e86\u6807\u51c6\u3001PTC\u3001\u6781\u7b80\u548c\u521b\u9020\u56db\u79cd\u9884\u8bbe\uff1aPTC \u7528 TypeScript \u7ec4\u5408\u591a\u6b65\u5de5\u5177\u8c03\u7528\uff0c\u521b\u9020\u6a21\u5f0f\u5219\u5141\u8bb8\u68c0\u67e5\u8fd0\u884c\u65f6\u3001\u5c1d\u8bd5\u63d2\u4ef6\u548c\u5b9a\u4e49 Agent preset\u3002\u5b83\u7684\u5f71\u54cd\u5728\u4e8e\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u56f4\u7ed5\u6a21\u578b\u91cd\u65b0\u7ec4\u7ec7\u6743\u9650\u3001\u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u548c\u5de5\u4f5c\u6d41\uff0c\u4f46\u9879\u76ee\u4ecd\u662f\u65e9\u671f\u9884\u89c8\uff0c\u7a33\u5b9a\u6027\u4e0d\u80fd\u6309\u6210\u719f\u4ea7\u54c1\u5224\u65ad\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2087887711881597009\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2087887711881597009<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2087896797276676436\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2087896797276676436<\/a><\/li>\n<li>@aiwarts: <a href=\"https:\/\/x.com\/aiwarts\/status\/2087900211024969892\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/aiwarts\/status\/2087900211024969892<\/a><\/li>\n<li>@tuturetom: <a href=\"https:\/\/x.com\/tuturetom\/status\/2087909114651275693\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/tuturetom\/status\/2087909114651275693<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-c25f85a81f\">Harness \u8fc5\u901f\u8fdb\u5165\u5b9e\u6d4b\u9636\u6bb5\uff0c\u900f\u660e\u8f68\u8ff9\u4e0e\u7f13\u5b58\u6210\u672c\u6210\u4e3a\u65e9\u671f\u4eae\u70b9<\/h2>\n<p>\u53d1\u5e03\u540e\uff0c\u8ba8\u8bba\u5f88\u5feb\u4ece\u201c\u662f\u4ec0\u4e48\u201d\u8f6c\u5411\u201c\u80fd\u4e0d\u80fd\u7528\u201d\u3002\u4e00\u4f4d\u8bd5\u7528\u8005\u8bb0\u5f55\u4e86\u7ea6 35 \u5206\u949f\u5b8c\u6210\u9ad8\u96be\u4efb\u52a1\u3001\u7f13\u5b58\u547d\u4e2d\u7387 99%\uff0c\u5e76\u79f0\u540c\u4e00\u4efb\u52a1\u5728\u5176\u6d4b\u8bd5\u4e2d Harness \u82b1\u8d39\u7ea6 2 \u7f8e\u5143\u3001Codex \u7ea6 7 \u7f8e\u5143\uff1b\u8fd9\u5c5e\u4e8e\u5355\u8d26\u53f7\u5b9e\u6d4b\uff0c\u4e0d\u80fd\u76f4\u63a5\u5916\u63a8\u4e3a\u7a33\u5b9a\u57fa\u51c6\u3002\u53e6\u6709\u7528\u6237\u5b8c\u6210 WSL2 \u5b89\u88c5\u5e76\u5f00\u59cb\u914d\u7f6e DeepSeek key\uff0c\u6559\u7a0b\u4f5c\u8005\u7ed9\u51fa npm \u5b89\u88c5\u548c web profile \u7684\u6700\u77ed\u8def\u5f84\u3002\u591a\u4e2a\u8d26\u53f7\u8fd8\u62a5\u544a\u9879\u76ee\u5728\u53d1\u5e03\u6570\u5c0f\u65f6\u5185\u8fbe\u5230 2 \u4e07\u7ea7 Star\uff0c\u8bf4\u660e\u5f00\u53d1\u8005\u5173\u6ce8\u5ea6\u4e0a\u5347\uff0c\u4f46 Star \u622a\u56fe\u548c\u4e2a\u4eba\u4f53\u9a8c\u4ecd\u5c5e\u4e8e\u53ef\u89c1\u793e\u5a92\u4fe1\u53f7\uff0c\u4e0d\u7b49\u540c\u4e8e\u771f\u5b9e\u6d3b\u8dc3\u7528\u6237\u6216\u751f\u4ea7\u53ef\u9760\u6027\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2087918358188695712\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2087918358188695712<\/a><\/li>\n<li>@imwsl90: <a href=\"https:\/\/x.com\/imwsl90\/status\/2087909742102581688\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/imwsl90\/status\/2087909742102581688<\/a><\/li>\n<li>@aiwarts: <a href=\"https:\/\/x.com\/aiwarts\/status\/2087892836587106452\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/aiwarts\/status\/2087892836587106452<\/a><\/li>\n<li>@AlchainHust: <a href=\"https:\/\/x.com\/AlchainHust\/status\/2087916355307618397\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/AlchainHust\/status\/2087916355307618397<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-269bc6d34c\">Grok 4.6 \u8fdb\u5165\u7b2c\u4e00\u68af\u961f\u7684\u8ba8\u8bba\uff0c\u4f18\u52bf\u96c6\u4e2d\u5728\u901f\u5ea6\u3001\u6210\u672c\u4e0e Agent \u7f16\u7a0b<\/h2>\n<p>\u53ef\u89c1\u5b98\u65b9\u8f6c\u8ff0\u79f0 Grok 4.6 \u76f8\u6bd4 4.5 \u6709\u660e\u663e\u63d0\u5347\u4e14\u4fdd\u6301\u540c\u4ef7\uff1b\u535a\u4e3b\u6574\u7406\u7684 API \u4ef7\u683c\u4e3a\u6bcf\u767e\u4e07 Token \u8f93\u5165 2 \u7f8e\u5143\u3001\u8f93\u51fa 6 \u7f8e\u5143\uff0c\u5e76\u63d0\u5230\u65b0\u589e xhigh reasoning\u3001500K \u4e0a\u4e0b\u6587\u4ee5\u53ca\u5bf9 Coding \u548c\u957f\u7a0b Agent \u7684\u5f3a\u5316\u3002\u53e6\u6709\u8d26\u53f7\u5f15\u7528 CursorBench\u3001DeepSWE\u3001APEX-Agents \u7b49\u6210\u7ee9\uff0c\u8ba4\u4e3a\u5b83\u5728\u90e8\u5206 Agent \u4efb\u52a1\u548c\u6027\u80fd\u6210\u672c\u6bd4\u4e0a\u5f88\u6709\u7ade\u4e89\u529b\u3002\u5b9e\u6d4b\u53cd\u9988\u5e76\u975e\u5355\u5411\uff1a\u4e00\u4f4d\u4f7f\u7528\u8005\u79f0 Grok 4.6 \u66f4\u5feb\u3001\u66f4\u5168\u9762\uff0c\u5e76\u5728 DeepSeek V4 Pro \u672a\u80fd\u5c55\u793a\u7ed3\u679c\u7684\u4efb\u52a1\u4e2d\u5b8c\u6210\u4e86\u4fee\u590d\uff1b\u8fd9\u4e9b\u662f\u7528\u6237\u4f53\u9a8c\uff0c\u4e0d\u5e94\u5199\u6210\u5168\u9762\u80dc\u51fa\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2087582937395147196\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/op7418\/status\/2087582937395147196<\/a><\/li>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2087573394946691128\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2087573394946691128<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2087898560746635660\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2087898560746635660<\/a><\/li>\n<li>@levelsio: <a href=\"https:\/\/x.com\/levelsio\/status\/2087579763158216795\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/levelsio\/status\/2087579763158216795<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-a2457b4be7\">Claude \u6d4f\u89c8\u5668 Agent \u5f00\u59cb\u8de8\u8bbe\u5907\u5171\u4eab\u4f1a\u8bdd\uff0c\u540c\u65f6\u628a\u7f51\u9875\u6ce8\u5165\u98ce\u9669\u6446\u5230\u53f0\u524d<\/h2>\n<p>Claude \u5b98\u65b9\u6628\u65e5\u62ab\u9732\uff0cClaude in Chrome \u7684\u4f1a\u8bdd\u53ef\u5728\u684c\u9762\u7aef\u3001\u7f51\u9875\u7aef\u548c\u79fb\u52a8\u7aef\u7ee7\u7eed\u4f7f\u7528\uff0c\u6280\u80fd\u4e0e\u8fde\u63a5\u5668\u4e5f\u968f\u8d26\u53f7\u4fdd\u5b58\uff1b\u4fa7\u8fb9\u680f\u4f7f\u7528\u540c\u4e00\u5957 Claude Cowork \u4f1a\u8bdd\uff0c\u610f\u5473\u7740\u4efb\u52a1\u4e0d\u518d\u7ed1\u5b9a\u67d0\u4e00\u53f0\u8bbe\u5907\u3002\u5b98\u65b9\u540c\u65f6\u63d0\u9192\uff0c\u6d4f\u89c8\u5668 Agent \u53ef\u80fd\u88ab\u7f51\u9875\u4e2d\u7684\u9690\u85cf\u6307\u4ee4\u8bf1\u5bfc\uff0c\u5e76\u8bf4\u660e\u6b63\u5728\u6784\u5efa\u9632\u62a4\u3001\u4ecd\u5efa\u8bae\u7528\u6237\u4fdd\u6301\u57fa\u672c\u64cd\u4f5c\u4e60\u60ef\u3002\u524d\u8005\u63d0\u5347\u4e86\u8de8\u7aef\u8fde\u7eed\u5de5\u4f5c\u80fd\u529b\uff0c\u540e\u8005\u5219\u8868\u660e\u6d4f\u89c8\u5668 Agent \u7684\u4e3b\u8981\u98ce\u9669\u5df2\u4ece\u201c\u80fd\u5426\u8c03\u7528\u7f51\u9875\u201d\u8f6c\u5411\u201c\u5982\u4f55\u5224\u65ad\u7f51\u9875\u5185\u5bb9\u662f\u5426\u5728\u64cd\u7eb5 Agent\u201d\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@claudeai: <a href=\"https:\/\/x.com\/claudeai\/status\/2087635262390026525\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/claudeai\/status\/2087635262390026525<\/a><\/li>\n<li>@claudeai: <a href=\"https:\/\/x.com\/claudeai\/status\/2087635263774232617\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/claudeai\/status\/2087635263774232617<\/a><\/li>\n<li>@claudeai: <a href=\"https:\/\/x.com\/claudeai\/status\/2087635265066004694\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/claudeai\/status\/2087635265066004694<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-390ced939f\">Codex \u4e0e\u4f01\u4e1a Agent \u4f7f\u7528\u7ee7\u7eed\u6269\u5f20\uff0cLinux\u3001Skills \u548c\u63d2\u4ef6\u6210\u4e3a\u5173\u952e\u5165\u53e3<\/h2>\n<p>\u6628\u65e5\u53ef\u89c1\u4fe1\u606f\u628a Agent \u7684\u7ade\u4e89\u4ece\u6a21\u578b\u80fd\u529b\u5ef6\u4f38\u5230\u5206\u53d1\u548c\u4f7f\u7528\u4e60\u60ef\uff1aOpenAI \u5b98\u65b9\u79f0\uff0c\u4f01\u4e1a\u4e2d\u4f7f\u7528\u91cf\u6700\u9ad8\u7684\u524d 10% \u7ec4\u7ec7\u8c03\u7528\u63d2\u4ef6\u7684\u9891\u7387\u7ea6\u4e3a\u5178\u578b\u4f01\u4e1a\u4e24\u500d\u3001\u4f7f\u7528 Skills \u7684\u9891\u7387\u7ea6\u4e3a\u516d\u500d\uff1b\u53e6\u6709\u8d26\u53f7\u8f6c\u8ff0 Codex \u684c\u9762\u4f53\u9a8c\u5df2\u5728 Ubuntu\u3001Debian \u548c Fedora \u8fdb\u5165\u9884\u89c8\u3002Codex \u76f8\u5173\u8d26\u53f7\u8fd8\u79f0\u6d3b\u8dc3\u7528\u6237\u6570\u5df2\u8d8a\u8fc7 1500 \u4e07\uff0c\u5e76\u9884\u544a\u65b0\u7684\u989d\u5ea6\u91cd\u7f6e\u3002\u524d\u4e24\u9879\u662f\u5b98\u65b9\u4ea7\u54c1\u6216\u6570\u636e\u8868\u8fbe\uff0c1500 \u4e07\u53ca\u91cd\u7f6e\u6765\u81ea\u793e\u5a92\u8f6c\u8ff0\uff0c\u9002\u5408\u89c6\u4f5c\u589e\u957f\u4fe1\u53f7\uff1b\u5408\u8d77\u6765\u770b\uff0cAgent \u751f\u6001\u7684\u7ade\u4e89\u91cd\u70b9\u6b63\u5728\u53d8\u6210\u8de8\u5e73\u53f0\u5165\u53e3\u3001\u53ef\u590d\u7528\u6280\u80fd\u548c\u7ec4\u7ec7\u7ea7\u5de5\u4f5c\u6d41\u6e17\u900f\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@OpenAI: <a href=\"https:\/\/x.com\/OpenAI\/status\/2087912623883051300\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/OpenAI\/status\/2087912623883051300<\/a><\/li>\n<li>@imwsl90: <a href=\"https:\/\/x.com\/imwsl90\/status\/2087701346237682105\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/imwsl90\/status\/2087701346237682105<\/a><\/li>\n<li>@thsottiaux: <a href=\"https:\/\/x.com\/thsottiaux\/status\/2087706104814023111\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/thsottiaux\/status\/2087706104814023111<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-ab34540387\">AI \u89c6\u9891\u751f\u6210\u7684\u6709\u6548\u8def\u5f84\u4ecd\u662f\u77ed\u955c\u5934\u3001\u53c2\u8003\u56fe\u4e0e\u53ef\u56de\u6539\u5de5\u4f5c\u6d41<\/h2>\n<p>\u9ad8\u8d28\u91cf\u5b9e\u8df5\u53cd\u9988\u663e\u793a\uff0cSeedance 2.5 \u7b49\u5de5\u5177\u7684\u7a33\u5b9a\u6027\u4ecd\u53d6\u51b3\u4e8e\u955c\u5934\u62c6\u5206\uff0c\u800c\u975e\u5355\u7eaf\u628a\u65f6\u957f\u62c9\u957f\u3002\u4e00\u4f4d\u521b\u4f5c\u8005\u5b9e\u6d4b\u8ba4\u4e3a 15 \u79d2\u573a\u666f\u6700\u7a33\u5b9a\uff0c30 \u79d2\u66f4\u9002\u5408 MV \u6216\u5c0f\u6545\u4e8b\uff0c60 \u79d2\u4ee5\u4e0a\u76f4\u63a5\u751f\u6210\u4f1a\u51fa\u73b0\u8f83\u9ad8\u7684\u201c\u5f00\u76f2\u76d2\u201d\u98ce\u9669\uff1b\u66f4\u53ef\u9760\u7684\u505a\u6cd5\u662f\u51c6\u5907\u4eba\u7269\u3001\u573a\u666f\u548c\u5206\u955c\u53c2\u8003\u56fe\uff0c\u5e76\u5bf9\u95ee\u9898\u7247\u6bb5\u5355\u72ec\u91cd\u751f\u6210\u3002\u53e6\u4e00\u4f4d\u4f5c\u8005\u516c\u5f00\u4e86 Seedance 2.5 \u7684\u957f\u63d0\u793a\u8bcd\u548c\u53c2\u8003\u56fe\u73a9\u6cd5\uff0c\u8bf4\u660e\u4e00\u81f4\u6027\u63a7\u5236\u5df2\u6709\u53ef\u590d\u7528\u65b9\u6cd5\uff1b\u4e5f\u6709\u4eba\u628a AI \u751f\u6210\u548c\u526a\u8f91\u5c01\u88c5\u4e3a Skill\uff0c\u5e76\u4fdd\u7559 DaVinci \u9879\u76ee\u4f9b\u4eba\u5de5\u7ee7\u7eed\u9a8c\u6536\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@joshesye: <a href=\"https:\/\/x.com\/joshesye\/status\/2087818713235869905\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/joshesye\/status\/2087818713235869905<\/a><\/li>\n<li>@Chengzilhy: <a href=\"https:\/\/x.com\/Chengzilhy\/status\/2087893007039422809\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Chengzilhy\/status\/2087893007039422809<\/a><\/li>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2087739199583920569\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2087739199583920569<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-b0d8216216\">Cordis \u8bba\u6587\u628a\u81ea\u6211\u6f14\u5316 Agent \u7684\u96be\u9898\u843d\u5230\u53ef\u64a4\u9500\u7ec4\u4ef6\u4e0e\u5c40\u90e8\u6062\u590d<\/h2>\n<p>\u56f4\u7ed5 DeepSeek Harness \u540c\u65e5\u51fa\u73b0\u7684\u5317\u5927\u5408\u4f5c\u8bba\u6587\u89e3\u8bfb\uff0c\u91cd\u70b9\u4e0d\u662f\u6a21\u578b\u5206\u6570\uff0c\u800c\u662f Agent \u6301\u7eed\u4fee\u6539\u81ea\u8eab\u8fd0\u884c\u65f6\u540e\u5982\u4f55\u907f\u514d\u628a\u81ea\u5df1\u6539\u574f\u3002\u53ef\u89c1\u6458\u8981\u628a\u95ee\u9898\u62c6\u6210 Temporal Composability \u548c Spatial Composability\uff1a\u7ec4\u4ef6\u526f\u4f5c\u7528\u9700\u8981\u6709\u53ef\u8ffd\u8e2a\u7684 inverse\uff0c\u7ec4\u4ef6\u5378\u8f7d\u65f6\u53ef\u64a4\u9500\uff1b\u4f9d\u8d56\u53d1\u751f\u53d8\u5316\u65f6\u53ea\u91cd\u65b0\u6fc0\u6d3b\u53d7\u5f71\u54cd\u7684\u7ec4\u4ef6\uff0c\u5e76\u914d\u5408\u751f\u547d\u5468\u671f\u3001\u4f9d\u8d56\u6392\u5e8f\u3001\u6545\u969c\u6062\u590d\u548c transactional HMR\u3002\u89e3\u8bfb\u8fd8\u63d0\u5230\u5728\u72ec\u7acb\u6027\u3001\u65e0\u73af\u4f9d\u8d56\u7b49\u6761\u4ef6\u4e0b\uff0c\u52a8\u6001\u52a0\u8f7d\u4e0e\u66ff\u6362\u6700\u7ec8\u53ef\u6536\u655b\u5230\u4e0e\u6700\u7ec8\u914d\u7f6e\u76f4\u63a5\u7ec4\u88c5\u7b49\u4ef7\u7684\u72b6\u6001\uff1b\u8fd9\u662f\u5355\u4e00\u8d26\u53f7\u5bf9\u8bba\u6587\u7684\u6574\u7406\uff0c\u9002\u5408\u770b\u4f5c\u7814\u7a76\u65b9\u5411\u4fe1\u53f7\uff0c\u4e0d\u5e94\u636e\u6b64\u65ad\u8a00 Harness \u5df2\u7ecf\u57fa\u4e8e\u8bba\u6587\u5b9e\u73b0\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2087899312462430468\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2087899312462430468<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=480 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=41 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=298 \u52a0\u6743\u63a8\u6587\u5206=243.4 \u539f\u521b\u63a8\u6587\u6570=135 RT \u63a8\u6587\u6570=46 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=3 \u8fb9\u754c\u8986\u76d6\u72b6\u6001=tail_confidently_crossed_target_boundary<\/p>\n","protected":false},"excerpt":{"rendered":"<p>DeepSeek\u6a21\u578b\u53d1\u5e03\u4e0e\u5b9a\u4ef7\u7b56\u7565\u5f15\u53d1\u5173\u6ce8\uff0c\u540c\u65f6\u5f00\u6e90\u6846\u67b6Harness\u548cClaude\u7684\u8de8\u8bbe\u5907\u529f\u80fd\u6b63\u63a8\u52a8Agent\u751f\u6001\u8fdb\u5165\u65b0\u9636\u6bb5\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-1582","post","type-post","status-publish","format-standard","hentry","category-brief","tag-x--ai-"],"_links":{"self":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1582","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/comments?post=1582"}],"version-history":[{"count":0,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/1582\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=1582"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=1582"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=1582"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}