{"id":1881,"date":"2026-10-19T09:01:50","date_gmt":"2026-10-19T01:01:50","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/2026\/10\/19\/x-daily-2026-10-18\/"},"modified":"2026-10-19T09:01:50","modified_gmt":"2026-10-19T01:01:50","slug":"x-daily-2026-10-18","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/2026\/10\/19\/x-daily-2026-10-18\/","title":{"rendered":"X \u5e73\u53f0 10\u670818\u65e5 AI \u7b80\u8baf\uff5cOpenCode\u901a\u62a5Console\u5b89\u5168\u4e8b\u4ef6\uff0cDeepSeek-V4.1-Flash-1017\u4e0a\u7ebf\uff0cOpenAI\u6570\u5b66\u7814\u7a76\u6536\u7a84\u51c6\u9ece\u66fc\u731c\u60f3\u96f6\u70b9\u533a\u57df"},"content":{"rendered":"<h2 id=\"topic-c666571d79\">OpenCode \u901a\u62a5 Console \u5b89\u5168\u4e8b\u4ef6\uff0c\u5f71\u54cd\u8303\u56f4\u4e0e\u5bc6\u94a5\u98ce\u9669\u4ecd\u5f85\u5b8c\u6574\u8bf4\u660e<\/h2>\n<p>OpenCode \u5b98\u65b9\u79f0\uff0c10 \u6708 17 \u65e5\u53d1\u751f\u5b89\u5168\u4e8b\u4ef6\uff0c\u5f71\u54cd 1.4% \u7684 Console \u7528\u6237\uff0c\u6d89\u53ca\u7ed1\u5b9a\u5916\u90e8\u670d\u52a1\u5546\u7684\u90e8\u5206\u7528\u6237\uff1b\u5b98\u65b9\u5df2\u901a\u77e5\u53d7\u5f71\u54cd\u7528\u6237\uff0c\u5e76\u79f0\u6b63\u4e0e Anthropic\u3001OpenAI\u3001Google \u5904\u7f6e\u3002\u72ec\u7acb\u6574\u7406\u8005 dotey \u8f6c\u8ff0\u53d7\u5f71\u54cd\u7528\u6237\u90ae\u4ef6\u79f0\uff0c\u5de5\u4f5c\u533a\u4e2d\u7684\u7b2c\u4e09\u65b9 API Key \u53ef\u80fd\u6cc4\u9732\uff0c\u5efa\u8bae\u64a4\u9500\u65e7\u5bc6\u94a5\u3001\u68c0\u67e5\u5f02\u5e38\u8c03\u7528\uff1b\u8fd9\u90e8\u5206\u6765\u81ea\u5a92\u4f53\u5bf9\u90ae\u4ef6\u7684\u8f6c\u8ff0\uff0c\u4e0d\u662f\u5b98\u65b9\u516c\u5f00\u5e16\u5df2\u786e\u8ba4\u7684\u6280\u672f\u7ec6\u8282\u3002\u4e8b\u4ef6\u4ecd\u5728\u8c03\u67e5\uff0c\u653b\u51fb\u94fe\u4e0e\u201c\u84b8\u998f\u653b\u51fb\u201d\u7684\u5173\u8054\u5c1a\u672a\u516c\u5f00\u8bf4\u660e\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@opencode: <a href=\"https:\/\/x.com\/opencode\/status\/2111519637049319818\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/opencode\/status\/2111519637049319818<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2111553994867028409\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2111553994867028409<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2111758635873529860\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/LufzzLiz\/status\/2111758635873529860<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-0bb5b41c6f\">DeepSeek-V4.1-Flash-1017 \u4e0a\u7ebf\uff0c\u4f4e\u4ef7\u63a8\u7406\u4e0e\u5de5\u5177\u5b9e\u6d4b\u540c\u65f6\u53d7\u5230\u5173\u6ce8<\/h2>\n<p>DeepSeek \u5b98\u65b9\u79f0\u65b0\u7248\u5df2\u4e0a\u7ebf\u7f51\u9875\u3001App \u548c API\uff0c\u4efb\u52a1\u5b8c\u6210\u66f4\u5feb\u3001\u8f93\u51fa\u66f4\u77ed\uff0c\u5e76\u9488\u5bf9 Harness \u7b49\u7f16\u7a0b\u5de5\u5177\u4f18\u5316\uff1b\u5b98\u65b9\u6d4b\u8bd5\u4e2d\u547d\u4ee4\u884c\u4efb\u52a1\u5f97\u5206\u7531 31.2 \u5347\u81f3 42.3\uff0c\u4f46\u8fd9\u662f\u5382\u5546\u81ea\u6d4b\uff0c\u4e0d\u80fd\u7b49\u540c\u7b2c\u4e09\u65b9\u8bc4\u6d4b\u3002dotey \u6574\u7406\u79f0\u8be5\u6a21\u578b\u4ee5 deepseek-flash \u8c03\u7528\uff0c\u6a21\u578b\u5f00\u653e\u6743\u91cd\u5e76\u91c7\u7528 MIT \u534f\u8bae\uff1bSearch \u4e0e Fetch \u63a5\u53e3\u6bcf\u5343\u6b21\u6210\u529f\u8bf7\u6c42\u5404 5 \u5143\uff0c\u539f\u5148\u514d\u8d39\u671f\u622a\u81f3 10 \u6708\u5e95\u3002\u72ec\u7acb\u5f00\u53d1\u8005 AlchainHust \u62a5\u544a\u7528 5 \u4ebf token\u3001\u7ea6 28 \u5143\u8dd1\u8fc7\u591a\u4e2a\u52a8\u6548\u4e0e\u4ea4\u4e92\u6848\u4f8b\uff0c\u8ba4\u4e3a\u914d\u5408 skill \u53ef\u505a\u51fa\u53ef\u7528\u6210\u679c\uff0c\u540c\u65f6\u6307\u51fa\u5ba1\u7f8e\u53ca\u957f\u7a0b\u4efb\u52a1\u4ecd\u900a\u4e8e Opus 5.5\uff1b\u8fd9\u5c5e\u4e8e\u4e2a\u4eba\u5b9e\u6d4b\uff0c\u4e0d\u4ee3\u8868\u666e\u904d\u6027\u80fd\u7ed3\u8bba\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@deepseek_ai: <a href=\"https:\/\/x.com\/deepseek_ai\/status\/2111375640717033777\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/deepseek_ai\/status\/2111375640717033777<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2111487902869832182\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dotey\/status\/2111487902869832182<\/a><\/li>\n<li>@AlchainHust: <a href=\"https:\/\/x.com\/AlchainHust\/status\/2111617897059561775\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/AlchainHust\/status\/2111617897059561775<\/a><\/li>\n<li>@wshuyi: <a href=\"https:\/\/x.com\/wshuyi\/status\/2111684900936188100\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/wshuyi\/status\/2111684900936188100<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-1f96a0b61a\">OpenAI \u6570\u5b66\u7814\u7a76\u6536\u7a84\u51c6\u9ece\u66fc\u731c\u60f3\u96f6\u70b9\u533a\u57df\uff0c\u9676\u54f2\u8f69\u79f0\u662f\u534a\u4e16\u7eaa\u91cd\u8981\u8fdb\u5c55<\/h2>\n<p>MaxForAI \u8f6c\u8ff0\u9676\u54f2\u8f69\u5728\u8bbf\u8c08\u4e2d\u7684\u8bc4\u4ef7\uff1aOpenAI \u7684\u5de5\u4f5c\u628a\u9ece\u66fc \u03b6 \u51fd\u6570\u65e0\u96f6\u70b9\u533a\u57df\u63a8\u8fdb\u5230\u5b9e\u90e8\u5927\u4e8e 7\/8\uff0c\u662f\u8be5\u95ee\u9898\u7ea6 50 \u5e74\u6765\u7684\u91cd\u8981\u8fdb\u5c55\u3002\u8fd9\u91cc\u5e76\u975e\u8bc1\u660e\u5b8c\u6574\u9ece\u66fc\u731c\u60f3\uff08\u5176\u76ee\u6807\u4ecd\u662f\u6240\u6709\u975e\u5e73\u51e1\u96f6\u70b9\u5b9e\u90e8\u7b49\u4e8e 1\/2\uff09\uff1b\u76f8\u5173\u8bba\u6587\u4e0e Lean \u5f62\u5f0f\u5316\u8bc1\u660e\u5df2\u516c\u5f00\u3002\u8be5\u7ed3\u679c\u7684\u4ef7\u503c\u5728\u4e8e\u5c55\u793a\u6a21\u578b\u5c06\u591a\u79cd\u65e2\u6709\u6570\u5b66\u65b9\u6cd5\u4ee5\u4e0d\u5bfb\u5e38\u65b9\u5f0f\u7ec4\u5408\u3001\u8865\u8db3\u63a8\u7406\u6b65\u9aa4\u7684\u80fd\u529b\uff1b\u76ee\u524d\u6765\u6e90\u5448\u73b0\u7684\u662f\u5bf9\u8bba\u6587\u4e0e\u8bbf\u8c08\u7684\u8f6c\u8ff0\uff0c\u4e0d\u5e94\u6269\u5199\u4e3a\u731c\u60f3\u5df2\u89e3\u51b3\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@MaxForAI: <a href=\"https:\/\/x.com\/MaxForAI\/status\/2111688019543753157\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MaxForAI\/status\/2111688019543753157<\/a><\/li>\n<li>@MehmetMars7: <a href=\"https:\/\/x.com\/MehmetMars7\/status\/2111410878021017619\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/MehmetMars7\/status\/2111410878021017619<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-fb4d295e9a\">Google Harness\u00b2 \u5c1d\u8bd5\u8ba9 Agent \u4f18\u5316\u81ea\u8eab\u6267\u884c\u914d\u7f6e\uff0c\u800c\u4e0d\u6539\u6a21\u578b\u6743\u91cd<\/h2>\n<p>Gorden Sun \u5bf9 Google \u5f00\u6e90 Harness\u00b2 \u7684\u4ecb\u7ecd\u79f0\uff0c\u6846\u67b6\u901a\u8fc7\u8c03\u6574\u7cfb\u7edf\u63d0\u793a\u3001\u5de5\u5177\u6307\u5357\u3001\u8bb0\u5fc6\u548c\u5b50\u667a\u80fd\u4f53\u7b49\u5916\u56f4\u7ec4\u4ef6\u63d0\u5347\u4efb\u52a1\u8868\u73b0\uff1b\u53cc\u5c42\u9012\u5f52\u673a\u5236\u53ef\u5728\u7f3a\u5c11\u6807\u51c6\u7b54\u6848\u65f6\u6bd4\u8f83\u5c1d\u8bd5\u7ed3\u679c\uff0c\u5e76\u628a\u6709\u6548\u914d\u7f6e\u6c89\u6dc0\u5230\u540e\u7eed\u4efb\u52a1\u3002\u5728\u4e09\u9879\u4e13\u4e1a\u57fa\u51c6\u4e0a\uff0c\u5355\u6b65\u9012\u5f52\u5bf9 GLM-5\u3001Gemini 3.5 Flash \u7684\u8868\u73b0\u6700\u9ad8\u63d0\u5347 11.5 \u5206\u3002\u8be5\u6570\u5b57\u6765\u81ea\u8f6c\u8ff0\u7684\u9879\u76ee\u4ecb\u7ecd\uff0c\u9002\u5408\u4f5c\u4e3a\u6846\u67b6\u65b9\u5411\u4e0e\u521d\u6b65\u7ed3\u679c\uff0c\u5c1a\u4e0d\u8db3\u4ee5\u8bf4\u660e\u4e0d\u540c\u4efb\u52a1\u4e0a\u7684\u7a33\u5b9a\u6536\u76ca\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@Gorden_Sun: <a href=\"https:\/\/x.com\/Gorden_Sun\/status\/2111652432761786872\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/Gorden_Sun\/status\/2111652432761786872<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-b57f984151\">\u4e00\u79cd\u53ef\u5ba1\u9605\u7684 Agent \u7f16\u7a0b\u6d41\u7a0b\uff1a\u5148\u62c6\u4efb\u52a1\uff0c\u518d\u5728\u72ec\u7acb worktree \u6267\u884c<\/h2>\n<p>\u5f00\u53d1\u8005 Danny Postma \u5206\u4eab\u4e86\u81ea\u5df1\u7684 Agent \u5de5\u4f5c\u65b9\u5f0f\uff1a\u5148\u4e0e\u6a21\u578b\u5934\u8111\u98ce\u66b4\u3001\u505a\u6df1\u5165\u7814\u7a76\uff0c\u518d\u628a\u65b9\u6848\u6574\u7406\u6210\u5f85\u529e\uff1b\u4efb\u52a1\u4ee5 Markdown \u6587\u4ef6\u7ef4\u62a4\uff0c\u5e76\u6e32\u67d3\u6210\u770b\u677f\u3002\u51c6\u5907\u6267\u884c\u65f6\u70b9\u51fb \u201cStart in Orca\u201d\uff0c\u7cfb\u7edf\u521b\u5efa worktree \u540e\u5f00\u59cb\u5de5\u4f5c\uff0c\u6700\u7ec8\u4ea7\u7269\u662f\u4f9b\u672c\u4eba\u5ba1\u9605\u548c\u5408\u5e76\u7684 PR\u3002\u8fd9\u4e2a\u6d41\u7a0b\u628a\u63a2\u7d22\u3001\u4efb\u52a1\u72b6\u6001\u3001\u4ee3\u7801\u9694\u79bb\u4e0e\u4eba\u5de5\u9a8c\u6536\u4e32\u8d77\u6765\uff0c\u662f\u5176\u4e2a\u4eba\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u5e76\u975e\u5bf9\u6240\u6709\u9879\u76ee\u90fd\u5df2\u9a8c\u8bc1\u7684\u901a\u7528\u6700\u4f73\u65b9\u6848\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@dannypostma: <a href=\"https:\/\/x.com\/dannypostma\/status\/2111657625641468049\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dannypostma\/status\/2111657625641468049<\/a><\/li>\n<li>@dannypostma: <a href=\"https:\/\/x.com\/dannypostma\/status\/2111657641739170215\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dannypostma\/status\/2111657641739170215<\/a><\/li>\n<li>@dannypostma: <a href=\"https:\/\/x.com\/dannypostma\/status\/2111657655924322674\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/dannypostma\/status\/2111657655924322674<\/a><\/li>\n<\/ul>\n<h2 id=\"topic-4ea830f864\">\u5206\u53d1\u8d44\u672c\u5206\u6790\u5f3a\u8c03\uff1a\u7c89\u4e1d\u540d\u5355\u53ef\u8fc1\u79fb\uff0c\u4e0d\u7b49\u4e8e\u53d7\u4f17\u5173\u7cfb\u4e0e\u89e6\u8fbe\u53ef\u5e26\u8d70<\/h2>\n<p>Cell \u7ec6\u80de\u5728\u300a\u5927\u5206\u53d1\u65f6\u4ee3\u300b\u7cfb\u5217\u4e2d\u63d0\u51fa\uff0c\u5224\u65ad\u521b\u4f5c\u8005\u7684\u5206\u53d1\u8d44\u4ea7\u4e0d\u80fd\u53ea\u770b\u5173\u7cfb\u89c4\u6a21\uff0c\u8fd8\u8981\u770b\u8c01\u63a7\u5236\u89e6\u8fbe\u3001\u5173\u7cfb\u80fd\u5426\u8fc1\u79fb\u4ee5\u53ca\u5982\u4f55\u5151\u73b0\u3002\u5176\u5177\u4f53\u5206\u6790\u533a\u5206\u4e86\u6587\u4ef6\u3001\u8eab\u4efd\u3001\u5173\u7cfb\u3001\u89e6\u8fbe\u56db\u5c42\uff1a\u6570\u636e\u5bfc\u51fa\u76f8\u5bf9\u53ef\u5904\u7406\uff0c\u4f46\u7c89\u4e1d\u662f\u5426\u8ddf\u968f\u3001\u5728\u65b0\u5e73\u53f0\u80fd\u5426\u89e6\u8fbe\u4ecd\u53d6\u51b3\u4e8e\u7528\u6237\u9009\u62e9\u4e0e\u5e73\u53f0\u89c4\u5219\u3002\u7cfb\u5217\u8fd8\u4ee5 Spotify \u4e0e\u4e54\u00b7\u7f57\u6839\u4ece\u72ec\u5bb6\u8f6c\u5411\u8de8\u5e73\u53f0\u5206\u53d1\u4e3a\u4f8b\uff0c\u6307\u51fa\u534f\u8bae\u6a21\u5f0f\u53d8\u5316\u4e0d\u7b49\u4e8e\u542c\u4f17\u5f52\u5c5e\u5df2\u6709\u5b9a\u8bba\uff1b\u8fd9\u662f\u4f5c\u8005\u7684\u5206\u6790\u6846\u67b6\uff0c\u516c\u5f00\u4fe1\u606f\u5e76\u672a\u63ed\u793a\u53cc\u65b9\u5408\u540c\u91d1\u989d\u6216\u8f6c\u578b\u52a8\u673a\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2111714396745683190\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2111714396745683190<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2111689230623903764\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2111689230623903764<\/a><\/li>\n<li>@cellinlab: <a href=\"https:\/\/x.com\/cellinlab\/status\/2111833179455975669\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/x.com\/cellinlab\/status\/2111833179455975669<\/a><\/li>\n<\/ul>\n<p>\u7edf\u8ba1\uff1a \u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570=436 \u547d\u4e2d\u7684\u535a\u4e3b\u6570=53 \u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570=316 \u52a0\u6743\u63a8\u6587\u5206=243.85 \u539f\u521b\u63a8\u6587\u6570=145 RT \u63a8\u6587\u6570=73 \u6293\u53d6\u5c1d\u8bd5\u6b21\u6570=3 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