{"id":5884,"date":"2026-09-28T16:09:30","date_gmt":"2026-09-28T08:09:30","guid":{"rendered":"https:\/\/www.xttblog.com\/?p=5884"},"modified":"2026-09-28T16:09:30","modified_gmt":"2026-09-28T08:09:30","slug":"%e3%80%8a%e9%87%8d%e6%9e%84%e3%80%8b%e4%bd%9c%e8%80%85%e3%80%81%e5%be%ae%e6%9c%8d%e5%8a%a1%e4%b9%8b%e7%88%b6%e9%a9%ac%e4%b8%81%e7%a6%8f%e5%8b%92%e5%bc%80%e5%96%b7-llm%e3%80%81ai-coding","status":"publish","type":"post","link":"https:\/\/www.xttblog.com\/?p=5884","title":{"rendered":"\u300a\u91cd\u6784\u300b\u4f5c\u8005\u3001\u5fae\u670d\u52a1\u4e4b\u7236\u9a6c\u4e01\u798f\u52d2\u5f00\u55b7 LLM\u3001AI Coding"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">AI \u8fd9\u6761\u8d3c\u8239\uff0c\u4e0a\u53bb\u5bb9\u6613\u4e0b\u6765\u96be\uff0c\u4e00\u65e6\u5c1d\u8fc7\u751c\u5934\uff0c\u5c31\u518d\u4e5f\u56de\u4e0d\u53bb\u624b\u52a8\u6321\u7684\u4eba\u95f4\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u51b5\u4e14\u8fd9\u6761\u8d3c\u8239\u5427\uff0c\u4f60\u8fd8\u4e0d\u5f97\u4e0d\u4e0a\uff0c\u4e0a\u4e86\u4e4b\u540e\u4f60\u8fd8\u4e0d\u77e5\u9053\u5b83\u5c06\u9a76\u5411\u4f55\u65b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2026 \u5e74 9 \u6708 17\uff0c\u6211\u770b\u5230\u77e5\u540d\u5927\u4f6c\u9a6c\u4e01\u00b7\u798f\u52d2\u53d1\u4e86\u4e00\u7bc7\u77ed\u6587\uff0c\u6807\u9898\u5c31\u53eb\u300aI don&#8217;t like LLMs\u300b\u3002\u8c08\u5230\u4e86\u4ed6\u5bf9 AI \u7684\u611f\u53d7\u975e\u5e38\u77db\u76fe\uff0c\u65e2\u5174\u594b\u4e8e\u751f\u4ea7\u529b\u63d0\u5347\u3001\u751a\u81f3\u53ef\u80fd\u5e26\u6765\u201c\u5947\u8ff9\u822c\u7684\u7597\u6cd5\u201d\uff0c\u53c8\u5bb3\u6015 agent \u7fa4\u5931\u63a7\u3001\u751f\u7269\u6b66\u5668\u7b49\u707e\u96be\uff0c\u5e76\u627f\u8ba4\u201c<code>\u6211\u4eec\u6839\u672c\u6ca1\u6709\u9009\u62e9\uff0c\u53ea\u80fd\u642d\u4e0a AI \u8fd9\u73ed\u8f66<\/code>\u201d\u3002\u4f46\u5728\u8fd9\u4e00\u56e2\u77db\u76fe\u60c5\u7eea\u91cc\uff0c\u6709\u4e00\u79cd\u60c5\u7eea\u5360\u4e86\u4e0a\u98ce\uff0c\u800c\u4e14\u6765\u81ea\u4ed6\u4e0e LLM \u7684\u76f4\u63a5\u6253\u4ea4\u9053\uff0c\u4ed6\u4e0d\u559c\u6b22\u5b83\u4eec\uff08LLM\u3001AI Coding \u7b49\uff09\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u300a\u91cd\u6784\u300b\u4f5c\u8005\u4e0d\u559c\u6b22 LLM<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u6089\u8f6f\u4ef6\u5708\u7684\u4eba\u5e94\u8be5\u90fd\u77e5\u9053\u9a6c\u4e01\u00b7\u798f\u52d2\u8fd9\u4e2a\u540d\u5b57\u7684\u5206\u91cf\uff0c\u4ed6\u662f\u300a\u91cd\u6784\u300b\u300a\u4f01\u4e1a\u5e94\u7528\u67b6\u6784\u6a21\u5f0f\u300b\u7684\u4f5c\u8005\uff0c\u654f\u6377\u5ba3\u8a00\u7684\u7b7e\u7f72\u8005\u4e4b\u4e00\uff0cThoughtworks \u9996\u5e2d\u79d1\u5b66\u5bb6\uff0c\u4e5f\u6709\u4eba\u79f0\u4ed6\u4e3a\u5fae\u670d\u52a1\u4e4b\u7236\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u798f\u52d2\u5f00\u7bc7\u5c31\u627f\u8ba4\uff0c\u81ea\u5df1\u5bf9 AI \u7684\u611f\u53d7\u662f\u77db\u76fe\u7684\u3002\u4ed6\u7740\u8ff7\u4e8e\u5b83\u5bf9\u884c\u4e1a\u7684\u51b2\u51fb\uff0c\u5174\u594b\u4e8e\u751f\u4ea7\u529b\u63d0\u5347\u53ef\u80fd\u5e26\u6765\u7684\u4ea7\u54c1\u7206\u53d1\uff1b\u540c\u65f6\u53c8\u6050\u60e7 agent \u7fa4\u5931\u63a7\u63a5\u7ba1\u57fa\u7840\u8bbe\u65bd\u3001\u751a\u81f3\u88ab\u7528\u4e8e\u8bbe\u8ba1\u751f\u7269\u6b66\u5668\u3002\u4f46\u4ed6\u8bdd\u950b\u4e00\u8f6c\uff0c\u201c\u6211\u4eec\u6839\u672c\u4e0a\u6ca1\u6709\u9009\u62e9\uff0c\u53ea\u80fd\u642d\u4e0a AI \u8fd9\u73ed\u8f66\u3002\u8fd9\u662f\u4e00\u6bb5\u72c2\u91ce\u7684\u65c5\u7a0b\uff0c\u6211\u53ea\u5e0c\u671b\u6211\u4eec\u90fd\u80fd\u5e73\u5b89\u5230\u7ad9\u3002\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u4e3b\u5bfc\u4ed6\u60c5\u7eea\u7684\uff0c\u662f\u53e6\u4e00\u79cd\u66f4\u79c1\u4eba\u7684\u4e1c\u897f\uff0c\u6765\u81ea\u4ed6\u4e0e LLM \u7684<code>\u76f4\u63a5\u4ea4\u624b<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\uff0c\u90a3\u79cd\u201cLLM \u8154\u8c03\u201d\u3002\u9a6c\u4e01\u798f\u52d2\u8bf4 LLM \u7528\u4e00\u79cd\u523a\u8033\u7684 AI \u8154\u8ddf\u4ed6\u8bf4\u8bdd\uff0c\u90a3\u662f\u4e00\u79cd\u201c\u4e0e\u771f\u4eba\u4ea4\u8c08\u7684\u6050\u6016\u8c37\u201d\uff0c\u50cf\u4eba\uff0c\u800c\u53c8\u660e\u663e\u4e0d\u662f\u4eba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\uff0c\u81ea\u4fe1\u5730\u80e1\u8bf4\u516b\u9053\u3002\u5b83\u4eec\u7ecf\u5e38\u7ed9\u51fa\u6709\u7528\u3001\u8d34\u5fc3\u7684\u56de\u7b54\uff1b\u4f46\u4e5f\u540c\u6837\u81ea\u4fe1\u6ee1\u6ee1\u5730\u7f16\u9020\u5185\u5bb9\u3002\u800c\u5f53\u4f60\u6307\u51fa\u5b83\u7684\u9519\u8bef\u65f6\uff0c\u5b83\u53ea\u56de\u7ed9\u4f60\u4e00\u5c42\u201c\u865a\u5047\u7684\u6094\u6068\u201d\uff0c\u8868\u6f14\u51fa\u6765\u7684\u6b49\u610f\uff0c\u6ca1\u6709\u771f\u6b63\u7684\u8d23\u4efb\u611f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\uff0c\u4e5f\u662f\u6700\u8bdb\u5fc3\u7684\u4e00\u5c42\u3002\u798f\u52d2\u8bf4\u81ea\u5df1\u6700\u6210\u529f\u7684\u4eba\u751f\u7ecf\u9a8c\uff0c\u662f\u8fdc\u79bb\u90a3\u4e9b\u4e0d\u559c\u6b22\u3001\u4e0d\u4fe1\u4efb\u7684\u4eba\u3002\u793e\u4ea4\u4e0a\u62d2\u7edd\u6765\u5f80\uff0c\u5de5\u4f5c\u4e0a\u4e5f\u523b\u610f\u907f\u5f00\uff0c\u54ea\u6015\u5bf9\u65b9\u505a\u7740\u4e0d\u5c11\u6709\u76ca\u7684\u4e8b\u3002\u56e0\u4e3a\u4ed6\u7684\u4eba\u751f\u7ecf\u9a8c\u544a\u8bc9\u4ed6\uff0c\u548c\u6109\u5feb\u3001\u6709\u80fd\u529b\u3001\u6b63\u76f4\u7684\u4eba\u5728\u4e00\u8d77\uff0c\u751f\u6d3b\u771f\u7684\u4f1a\u597d\u5f97\u591a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\uff0c\u5f53\u4ed6\u9762\u5bf9\u4e00\u4e2a LLM \u65f6\uff0c\u672c\u80fd\u7684\u538c\u6076\u4fbf\u6765\u81ea\u8fd9\u91cc\uff0c\u5b83\u4e0d\u4ec5\u5728\u5047\u88c5\u662f\u4e00\u4e2a\u4eba\uff0c\u800c\u4e14\u5047\u88c5\u6210\u7684\u662f\u90a3\u79cd\u6211\u4f1a\u8f6c\u8eab\u8d70\u5f00\u7684\u4eba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9a6c\u4e01\u798f\u52d2\u4e0d\u662f\u7b2c\u4e00\u4e2a\u8bda\u5b9e\u53cd\u601d AI \u7684\u4eba\uff0c\u4e5f\u7edd\u4e0d\u662f\u6700\u540e\u4e00\u4e2a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u914d\u56fe\u53c2\u89c1\u6211\u7684\u516c\u4f17\u53f7\u94fe\u63a5\uff1a<a href=\"https:\/\/mp.weixin.qq.com\/s\/TGoO7PcI32CfByZMiskXtg\">https:\/\/mp.weixin.qq.com\/s\/TGoO7PcI32CfByZMiskXtg<\/a>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI \u5473\u5f25\u6f2b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u798f\u52d2\u6ca1\u6709\u628a\u9505\u5168\u63a8\u7ed9\u6280\u672f\u3002\u4ed6\u8bf4\uff0c\u4e5f\u8bb8 LLM \u53ea\u662f\u8fd8\u5e74\u8f7b\uff0c\u6211\u4eec\u8fd8\u6ca1\u628a\u5b83\u4eec\u517b\u5927\uff0c\u4e5f\u8bb8\u6210\u719f\u4e4b\u540e\u4ed6\u4f1a\u6539\u89c2\uff0c\u5e0c\u671b\u6211\u4eec\u8fd8\u6709\u673a\u4f1a\u770b\u5230\u90a3\u4e00\u5929\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u4ed6\u968f\u5373\u6cfc\u4e86\u51b7\u6c34\uff0c\u4e00\u60f3\u5230\u201c\u517b\u80b2\u5b83\u4eec\u7684\u73af\u5883\u201d\uff0c\u4ed6\u5c31\u4e50\u89c2\u4e0d\u8d77\u6765\u3002\u4ed6\u8b66\u60d5\u7845\u8c37\u7684\u201cbrogrammer\u201d\uff08\u5144\u5f1f\u4f1a\u5f0f\u7a0b\u5e8f\u5458\uff09\u4e9a\u6587\u5316\uff0c\u800c LLM \u6b63\u662f\u8fd9\u4e2a\u6587\u5316\u7684\u4ea7\u54c1\uff0c\u5929\u7136\u503e\u5411\u4e8e\u4ed6\u4eec\u7684\u4e16\u754c\u89c2\u3002\u4ed6\u4e5f\u63d0\u9192\u8bfb\u8005\uff0c\u4e0d\u8981\u628a AI agent 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