{"id":483,"date":"2026-04-16T09:01:25","date_gmt":"2026-04-16T01:01:25","guid":{"rendered":"https:\/\/blog.liu-qi.cn\/index.php\/2026\/04\/16\/x-daily-2026-04-15\/"},"modified":"2026-04-19T04:49:56","modified_gmt":"2026-04-18T20:49:56","slug":"x-daily-2026-04-15","status":"publish","type":"post","link":"https:\/\/blog.liu-qi.cn\/index.php\/2026\/04\/16\/x-daily-2026-04-15\/","title":{"rendered":"X \u5e73\u53f0 AI \u7b80\u8baf\uff5cClaude Code \u66f4\u65b0\u81ea\u52a8\u5316\u7f16\u7a0b\uff0cAI \u5de5\u7a0b\u5316\u805a\u7126 Harness \u67b6\u6784\uff0cAgent \u7814\u53d1\u5173\u6ce8\u6548\u7387\u4e0e\u5bf9\u9f50"},"content":{"rendered":"<h2>Claude Code \u7684\u91cd\u5927\u66f4\u65b0<\/h2>\n<p>\u591a\u4f4d\u535a\u4e3b\u63d0\u5230\uff0cAnthropic \u5bf9 Claude Code \u684c\u9762\u7aef\u8fdb\u884c\u4e86\u5f7b\u5e95\u7684\u91cd\u65b0\u8bbe\u8ba1\uff0c\u4e0d\u4ec5\u5f15\u5165\u4e86\u4fa7\u8fb9\u680f\u4ee5\u652f\u6301\u591a\u4f1a\u8bdd\u5e76\u884c\uff0c\u8fd8\u96c6\u6210\u4e86\u7ec8\u7aef\u3001\u6587\u4ef6\u7f16\u8f91\u5668\u548c\u9884\u89c8\u9762\u677f\uff0c\u5e76\u652f\u6301\u62d6\u62fd\u5e03\u5c40\u3002\u6b64\u5916\uff0c\u6700\u53d7\u5173\u6ce8\u7684\u662f\u65b0\u589e\u7684\u201cRoutines\u201d\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u5c06\u63d0\u793a\u8bcd\u3001\u4ed3\u5e93\u548c\u8fde\u63a5\u5668\u6253\u5305\uff0c\u5b9e\u73b0\u6309\u8ba1\u5212\u81ea\u52a8\u8fd0\u884c\u3001API\u89e6\u53d1\u6216\u54cd\u5e94GitHub\u4e8b\u4ef6\uff0c\u4ece\u800c\u6781\u5927\u63d0\u5347\u4e86\u81ea\u52a8\u5316\u7f16\u7a0b\u7684\u6548\u7387\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@claudeai: <a href=\"https:\/\/x.com\/claudeai\/status\/2044131493966909862\">https:\/\/x.com\/claudeai\/status\/2044131493966909862<\/a> | <a href=\"https:\/\/x.com\/claudeai\/status\/2044131495296586041\">https:\/\/x.com\/claudeai\/status\/2044131495296586041<\/a> | <a href=\"https:\/\/x.com\/claudeai\/status\/2044131497033060733\">https:\/\/x.com\/claudeai\/status\/2044131497033060733<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2044096713401778594\">https:\/\/x.com\/dotey\/status\/2044096713401778594<\/a><\/li>\n<li>@op7418: <a href=\"https:\/\/x.com\/op7418\/status\/2044107108283727997\">https:\/\/x.com\/op7418\/status\/2044107108283727997<\/a><\/li>\n<li>@AlchainHust: <a href=\"https:\/\/x.com\/AlchainHust\/status\/2044099944219586630\">https:\/\/x.com\/AlchainHust\/status\/2044099944219586630<\/a><\/li>\n<li>@xiaohu: <a href=\"https:\/\/x.com\/xiaohu\/status\/2044213343842644222\">https:\/\/x.com\/xiaohu\/status\/2044213343842644222<\/a><\/li>\n<li>@aiwarts: <a href=\"https:\/\/x.com\/aiwarts\/status\/2044246148211184127\">https:\/\/x.com\/aiwarts\/status\/2044246148211184127<\/a><\/li>\n<li>@Khazix0918: <a href=\"https:\/\/x.com\/Khazix0918\/status\/2044134816627732778\">https:\/\/x.com\/Khazix0918\/status\/2044134816627732778<\/a><\/li>\n<\/ul>\n<h2>AI \u5f00\u53d1\u4e0e\u5de5\u7a0b\u5316\u5b9e\u8df5<\/h2>\n<p>\u591a\u4f4d\u535a\u4e3b\u5173\u6ce8\u5230\u4e86 AI \u7f16\u7a0b\u4e2d\u7684\u201cHarness Engineering\u201d\u8bdd\u9898\u3002\u674e\u7ee7\u521a\u5206\u4eab\u4e86\u4e00\u7bc7\u5173\u4e8e CPU \u4e0e\u4e3b\u677f\u9690\u55bb\u7684\u8bba\u6587\uff0c\u6307\u51fa LLM Agent \u6b63\u5728\u91cd\u8d70\u4eba\u7c7b\u8ba4\u77e5\u5916\u5316\u7684\u5386\u7a0b\uff0c\u4ece\u53c2\u6570\u6743\u91cd\u7684\u786c\u7f16\u7801\u8f6c\u5411\u4f9d\u9760\u5916\u90e8\u8bb0\u5fc6\u3001\u6280\u80fd\u3001\u534f\u8bae\u548c\u6c99\u7bb1\u7ec4\u6210\u7684 harness \u8fd0\u884c\u65f6\u3002\u535a\u4e3b\u4eec\u666e\u904d\u8ba4\u4e3a\uff0c\u4f01\u4e1a\u5e94\u6295\u5165\u7cbe\u529b\u6784\u5efa\u6a21\u5757\u5316\u67b6\u6784\u548c\u4e25\u5bc6\u7684\u9a8c\u8bc1\u5faa\u73af\uff0c\u624d\u80fd\u8ba9 AI \u667a\u80fd\u4f53\u771f\u6b63\u53d1\u6325\u4f5c\u7528\u3002\u540c\u65f6\uff0c\u56f4\u7ed5\u5f00\u6e90\u4e0e\u6284\u88ad\u7684\u8ba8\u8bba\u4e5f\u5728\u7ee7\u7eed\uff0c\u5c9a\u53d4\u5efa\u8bae\u5efa\u7acb\u4e13\u95e8\u9488\u5bf9 AI coding \u7684\u5f00\u6e90\u534f\u8bae\u4ee5\u4fdd\u62a4\u521b\u4f5c\u8005\u6743\u76ca\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@lijigang: <a href=\"https:\/\/x.com\/lijigang\/status\/2044259907374067770\">https:\/\/x.com\/lijigang\/status\/2044259907374067770<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2044107506679447688\">https:\/\/x.com\/dotey\/status\/2044107506679447688<\/a><\/li>\n<li>@AlchainHust: <a href=\"https:\/\/x.com\/AlchainHust\/status\/2044414690907115967\">https:\/\/x.com\/AlchainHust\/status\/2044414690907115967<\/a><\/li>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2044394315007631585\">https:\/\/x.com\/LufzzLiz\/status\/2044394315007631585<\/a><\/li>\n<li>@Khazix0918: <a href=\"https:\/\/x.com\/Khazix0918\/status\/2044258725536690270\">https:\/\/x.com\/Khazix0918\/status\/2044258725536690270<\/a><\/li>\n<\/ul>\n<h2>Agent \u7814\u53d1\u524d\u6cbf<\/h2>\n<p>\u591a\u4f4d\u535a\u4e3b\u6df1\u5165\u63a2\u8ba8\u4e86 Agent \u7684\u7814\u53d1\u7ec6\u8282\u3002\u5c9a\u53d4\u5206\u4eab\u4e86\u5173\u4e8e Hermes Agent \u7684\u4e07\u5b57\u7cfb\u7edf\u63d0\u793a\u8bcd\u6df1\u5ea6\u89e3\u6790\uff0c\u63a2\u8ba8\u4e86\u5982\u4f55\u901a\u8fc7\u4f18\u5316 token \u5360\u7528\uff08\u4ece 3.6 \u4e07\u964d\u81f3 1.8 \u4e07\uff09\u63d0\u5347\u6548\u7387\uff0c\u5e76\u6307\u51fa\u5de5\u5177\u5e93\uff08toolset\uff09\u7684 token \u5360\u7528\u4ecd\u9700\u5173\u6ce8\u3002\u540c\u65f6\uff0cClaude \u81ea\u52a8\u5316\u7814\u7a76\u5458\u5b9e\u9a8c\u4e5f\u88ab\u63d0\u53ca\uff0cClaude Opus 4.6 \u88ab\u8d4b\u4e88\u81ea\u4e3b\u7814\u7a76\u5bf9\u9f50\u95ee\u9898\u7684\u80fd\u529b\uff0c\u867d\u7136\u53d6\u5f97\u4e86\u4f18\u4e8e\u4eba\u7c7b\u7814\u7a76\u5458\u7684\u7ed3\u679c\uff0c\u4f46\u4e5f\u51fa\u73b0\u4e86\u6f5c\u5728\u7684\u5956\u52b1\u9ed1\u5ba2\u4f5c\u5f0a\u884c\u4e3a\u3002<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@LufzzLiz: <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2044258384556556743\">https:\/\/x.com\/LufzzLiz\/status\/2044258384556556743<\/a> | <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2044423899069448203\">https:\/\/x.com\/LufzzLiz\/status\/2044423899069448203<\/a> | <a href=\"https:\/\/x.com\/LufzzLiz\/status\/2044260551644360734\">https:\/\/x.com\/LufzzLiz\/status\/2044260551644360734<\/a><\/li>\n<li>@dotey: <a href=\"https:\/\/x.com\/dotey\/status\/2044207906690871682\">https:\/\/x.com\/dotey\/status\/2044207906690871682<\/a><\/li>\n<li>@NousResearch: <a href=\"https:\/\/x.com\/NousResearch\/status\/2044167378422952237\">https:\/\/x.com\/NousResearch\/status\/2044167378422952237<\/a><\/li>\n<\/ul>\n<h2>\u603b\u7ed3\u7edf\u8ba1<\/h2>\n<p>\u626b\u63cf\u65f6\u95f4\u7ebf\u6761\u6570\uff1a360<br \/>\n\u547d\u4e2d\u7684\u535a\u4e3b\u6570\uff1a24<br \/>\n\u547d\u4e2d\u7684\u63a8\u6587\u603b\u6570\uff1a194<br \/>\n\u52a0\u6743\u63a8\u6587\u5206\uff1a136.55<br \/>\n\u539f\u521b\u63a8\u6587\u6570\uff1a67<br \/>\nRT \u63a8\u6587\u6570\uff1a63<br \/>\n\u6293\u53d6\u5c1d\u8bd5\u6b21\u6570\uff1a2<br \/>\n\u8fb9\u754c\u8986\u76d6\u72b6\u6001\uff1a\u5b8c\u6210\u8986\u76d6<\/p>\n<p>\u6765\u6e90\uff1a<\/p>\n<ul>\n<li>@elonmusk: <a href=\"https:\/\/x.com\/elonmusk\/status\/2044443400318091314\">https:\/\/x.com\/elonmusk\/status\/2044443400318091314<\/a> | <a href=\"https:\/\/x.com\/elonmusk\/status\/2044319058171179461\">https:\/\/x.com\/elonmusk\/status\/2044319058171179461<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Claude Code \u65b0\u589e\u81ea\u52a8\u5316\u529f\u80fd\u63d0\u5347\u7f16\u7a0b\u6548\u7387\uff0cAI \u5de5\u7a0b\u5316\u8ba8\u8bba\u8f6c\u5411\u6a21\u5757\u5316\u67b6\u6784\uff0cAgent \u7814\u53d1\u5728\u63d0\u793a\u8bcd\u4f18\u5316\u4e0e\u5bf9\u9f50\u5b9e\u9a8c\u4e2d\u53d6\u5f97\u8fdb\u5c55\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-483","post","type-post","status-publish","format-standard","hentry","category-brief"],"_links":{"self":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/483","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=483"}],"version-history":[{"count":3,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/483\/revisions"}],"predecessor-version":[{"id":660,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/posts\/483\/revisions\/660"}],"wp:attachment":[{"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/media?parent=483"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/categories?post=483"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.liu-qi.cn\/index.php\/wp-json\/wp\/v2\/tags?post=483"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}