{"id":553,"date":"2026-01-31T20:28:03","date_gmt":"2026-01-31T12:28:03","guid":{"rendered":"https:\/\/blog.itsmygo.uk\/2026\/01\/31\/dispatch-from-the-future-building-an-ai-native-company%ef%bd%9c%e4%be%86%e8%87%aa%e6%9c%aa%e4%be%86%e7%9a%84%e5%a0%b1%e5%91%8a%ef%bc%9a%e6%89%93%e9%80%a0-ai-%e5%8e%9f%e7%94%9f%e5%85%ac%e5%8f%b8\/"},"modified":"2026-01-31T20:28:03","modified_gmt":"2026-01-31T12:28:03","slug":"dispatch-from-the-future-building-an-ai-native-company%ef%bd%9c%e4%be%86%e8%87%aa%e6%9c%aa%e4%be%86%e7%9a%84%e5%a0%b1%e5%91%8a%ef%bc%9a%e6%89%93%e9%80%a0-ai-%e5%8e%9f%e7%94%9f%e5%85%ac%e5%8f%b8","status":"publish","type":"post","link":"https:\/\/blog.itsmygo.uk\/wordpress\/2026\/01\/31\/dispatch-from-the-future-building-an-ai-native-company%ef%bd%9c%e4%be%86%e8%87%aa%e6%9c%aa%e4%be%86%e7%9a%84%e5%a0%b1%e5%91%8a%ef%bc%9a%e6%89%93%e9%80%a0-ai-%e5%8e%9f%e7%94%9f%e5%85%ac%e5%8f%b8\/","title":{"rendered":"Dispatch from the Future: Building an AI-native Company\uff5c\u4f86\u81ea\u672a\u4f86\u7684\u5831\u544a\uff1a\u6253\u9020 AI \u539f\u751f\u516c\u53f8"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Every \u5275\u8fa6\u4eba Dan Shipper \u5728 AI Engineer \u5927\u6703\u4e0a\u5206\u4eab\u4e86\u4ed6\u4ee5 15 \u4eba\u5718\u968a\u540c\u6642\u71df\u904b\u56db\u6b3e\u8edf\u9ad4\u7522\u54c1\u7684\u7d93\u9a57\u3002\u4ed6\u63d0\u51fa\u300cCompounding Engineering\uff08\u8907\u5408\u5f0f\u5de5\u7a0b\uff09\u300d\u7684\u6982\u5ff5\u2014\u2014\u8b93\u6bcf\u500b\u65b0\u529f\u80fd\u4f7f\u4e0b\u4e00\u500b\u529f\u80fd\u66f4\u5bb9\u6613\u958b\u767c\uff0c\u800c\u975e\u66f4\u96e3\u3002\u6f14\u8b1b\u6db5\u84cb\u4e86 100% AI \u63a1\u7528\u7387\u7684\u95dc\u9375\u5dee\u7570\u3001\u5e73\u884c\u5de5\u4f5c\u6d41\u7a0b\u3001\u4ee5\u53ca\u9019\u7a2e\u65b0\u5de5\u4f5c\u65b9\u5f0f\u5e36\u4f86\u7684\u7d44\u7e54\u8b8a\u9769\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u539f\u5f71\u7247\u9023\u7d50\uff1ahttps:\/\/www.youtube.com\/watch?v=MGzymaYBiss<\/p><\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f71\u7247\u91cd\u9ede<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>90% \u548c 100% \u7684 AI \u63a1\u7528\u7387\u4e4b\u9593\u5b58\u5728 10 \u500d\u7684\u6548\u80fd\u5dee\u8ddd<\/li>\n<li>Every \u4ee5 15 \u4eba\u5718\u968a\u904b\u71df\u56db\u6b3e\u8edf\u9ad4\u7522\u54c1\uff0c99% \u7684\u7a0b\u5f0f\u78bc\u7531 AI agent \u64b0\u5beb<\/li>\n<li>\u6bcf\u6b3e app \u7531\u55ae\u4e00\u958b\u767c\u8005\u7368\u7acb\u5efa\u69cb\u8207\u7dad\u8b77<\/li>\n<li>\u300cCompounding Engineering\u300d\u56db\u6b65\u9a5f\u5faa\u74b0\uff1aPlan \u2192 Delegate \u2192 Assess \u2192 Codify<\/li>\n<li>Codify \u6b65\u9a5f\u662f\u95dc\u9375\u2014\u2014\u5c07\u96b1\u6027\u77e5\u8b58\u8f49\u5316\u70ba\u53ef\u5171\u4eab\u7684 prompt \u8cc7\u7522<\/li>\n<li>AI \u8b93\u8de8\u7522\u54c1\u7684\u7a0b\u5f0f\u78bc\u5206\u4eab\u8b8a\u5f97\u96f6\u6210\u672c<\/li>\n<li>\u65b0\u9032\u54e1\u5de5\u7b2c\u4e00\u5929\u5c31\u80fd\u7522\u51fa\uff0c\u56e0\u70ba\u6240\u6709\u77e5\u8b58\u5df2\u5d4c\u5165 CLAUDE.md \u7b49\u8a2d\u5b9a\u6a94<\/li>\n<li>\u7ba1\u7406\u8005\u4e5f\u80fd\u63d0\u4ea4 production code\uff0c\u56e0\u70ba AI \u5141\u8a31\u788e\u7247\u5316\u5de5\u4f5c\u6642\u9593<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a73\u7d30\u5167\u5bb9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">[00:20] \u958b\u5834\u8207\u80cc\u666f\u4ecb\u7d39<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dan Shipper \u4f5c\u70ba\u7576\u5929\u6700\u5f8c\u4e00\u4f4d\u8b1b\u8005\u958b\u5834\uff0c\u4ed6\u5766\u8a00\u81ea\u5df1\u4e26\u6c92\u6709\u4e00\u5957\u5b8c\u6574\u7684\u300cAI \u539f\u751f\u516c\u53f8\u5efa\u69cb\u624b\u518a\u300d\uff0c\u56e0\u70ba\u9019\u5957\u65b9\u6cd5\u8ad6\u6b63\u5728\u88ab\u5373\u6642\u767c\u660e\u4e2d\u3002\u4ed6\u8a8d\u70ba\u5728\u9019\u500b AI \u5de5\u7a0b\u7684\u65e9\u671f\u968e\u6bb5\uff0c\u6700\u6709\u50f9\u503c\u7684\u4e8b\u60c5\u662f\u5206\u4eab\u5404\u81ea\u516c\u53f8\u5167\u90e8\u7684\u771f\u5be6\u7d93\u9a57\uff0c\u800c\u975e\u63d0\u51fa\u6846\u67b6\u548c\u6559\u689d\u3002\u4ed6\u5c07\u81ea\u5df1\u7684\u6f14\u8b1b\u5b9a\u4f4d\u70ba\u300c\u4f86\u81ea\u672a\u4f86\u7684\u5831\u544a\u300d\uff08Dispatches from the Future\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[01:52] Every \u516c\u53f8\u6982\u89bd\uff1a15 \u4eba\u505a\u56db\u6b3e\u7522\u54c1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dan \u4ecb\u7d39\u4e86\u4ed6\u7d93\u71df\u7684\u516c\u53f8 Every\uff0c\u9019\u662f\u4e00\u500b\u64c1\u6709\u516d\u500b\u696d\u52d9\u55ae\u5143\u7684\u7d44\u7e54\uff0c\u5176\u4e2d\u5305\u542b\u56db\u6b3e\u8edf\u9ad4\u7522\u54c1\u2014\u2014\u800c\u9019\u4e00\u5207\u50c5\u7531 15 \u4eba\u5718\u968a\u5b8c\u6210\u3002\u9019\u4e9b\u7522\u54c1\u4e26\u975e\u73a9\u5177\uff0c\u6bcf\u6708 MRR \u96d9\u4f4d\u6578\u6210\u9577\u5df2\u6301\u7e8c\u516d\u500b\u6708\uff0c\u64c1\u6709\u8d85\u904e 7,000 \u540d\u4ed8\u8cbb\u8a02\u95b1\u8005\u548c 100,000 \u540d\u514d\u8cbb\u8a02\u95b1\u8005\u3002\u66f4\u4ee4\u4eba\u9a5a\u8a1d\u7684\u662f\uff0c\u516c\u53f8\u7e3d\u5171\u53ea\u52df\u8cc7\u4e86\u7d04 100 \u842c\u7f8e\u5143\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u95dc\u9375\u7684\u6578\u64da\u662f\uff1a99% \u7684\u7a0b\u5f0f\u78bc\u7531 AI agent \u64b0\u5beb\uff0c\u6c92\u6709\u4eba\u624b\u5beb\u7a0b\u5f0f\u78bc\uff0c\u6240\u6709\u958b\u767c\u90fd\u900f\u904e Claude Code\u3001Codex\u3001Devin \u7b49 coding agent \u5b8c\u6210\u3002\u6bcf\u6b3e app \u7531\u55ae\u4e00\u958b\u767c\u8005\u7368\u7acb\u8ca0\u8cac\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[04:17] \u7522\u54c1\u5c55\u793a\uff1a\u55ae\u4eba\u958b\u767c\u7684\u751f\u7522\u7d1a\u61c9\u7528<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dan \u5c55\u793a\u4e86\u5e7e\u6b3e\u7522\u54c1\u4f5c\u70ba\u5be6\u4f8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Cora<\/strong>\uff1aAI \u96fb\u5b50\u90f5\u4ef6\u7ba1\u7406 app\uff0c\u5de6\u5074\u81ea\u52d5\u6458\u8981\u6240\u6709\u4f86\u4fe1\uff0c\u53f3\u5074\u6709\u53ef\u5c0d\u8a71\u7684\u90f5\u4ef6\u52a9\u624b\uff0c\u4e3b\u8981\u7531\u4e00\u4f4d\u5de5\u7a0b\u5e2b\u6253\u9020\u3002<\/li>\n<li><strong>Monologue<\/strong>\uff1a\u8a9e\u97f3\u8f49\u6587\u5b57 app\uff0c\u985e\u4f3c SuperWhisper\uff0c\u540c\u6a23\u7531\u4e00\u4eba\u958b\u767c\uff0c\u64c1\u6709\u6578\u5343\u540d\u4f7f\u7528\u8005\u3002<\/li>\n<li><strong>Spiral<\/strong>\uff1a\u529f\u80fd\u8c50\u5bcc\u7684\u5927\u578b\u61c9\u7528\u7a0b\u5f0f\uff0c\u4e5f\u662f\u4e00\u4eba\u958b\u767c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u90fd\u4e0d\u662f\u7c21\u55ae\u7684 side project\uff0c\u800c\u662f\u5177\u6709\u76f8\u7576\u8907\u96dc\u5ea6\u7684\u751f\u7522\u7d1a\u7522\u54c1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[05:23] AI \u5e36\u4f86\u7684\u751f\u7522\u529b\u89e3\u9396<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dan \u6307\u51fa\u9019\u7a2e\u8b8a\u9769\u59cb\u65bc Claude Code \u9019\u985e\u7d42\u7aef\u6a5f\u4ecb\u9762\u7684\u51fa\u73fe\uff0c\u8b93\u958b\u767c\u8005\u5f9e\u50b3\u7d71\u7a0b\u5f0f\u78bc\u7de8\u8f2f\u5668\u4e2d\u89e3\u653e\u51fa\u4f86\uff0c\u8f49\u5411\u300c\u59d4\u6d3e\u4efb\u52d9\u7d66 agent\u300d\u7684\u5de5\u4f5c\u6a21\u5f0f\u3002\u5177\u9ad4\u7684\u751f\u7522\u529b\u63d0\u5347\u5305\u62ec\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e73\u884c\u958b\u767c\u591a\u500b\u529f\u80fd\u548c bug \u4fee\u5fa9<\/strong>\uff1a\u96d6\u7136 Twitter \u4e0a\u6709 vibe coder \u540c\u6642\u958b\u56db\u500b\u9762\u677f\u537b\u6c92\u505a\u4e8b\u7684\u8ff7\u56e0\uff0c\u4f46 Every \u7684\u5de5\u7a0b\u5e2b\u78ba\u5be6\u80fd\u540c\u6642\u9ad8\u6548\u4f7f\u7528\u56db\u500b agent \u9762\u677f\u3002\u9019\u662f\u55ae\u4e00\u958b\u767c\u8005\u80fd\u5efa\u69cb\u4e26\u7dad\u8b77\u751f\u7522\u61c9\u7528\u7684\u95dc\u9375\u56e0\u7d20\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f4e\u6210\u672c\u539f\u578b\u6e2c\u8a66<\/strong>\uff1a\u56e0\u70ba\u64b0\u5beb\u7a0b\u5f0f\u78bc\u7684\u6210\u672c\u6975\u4f4e\uff0c\u53ef\u4ee5\u5feb\u901f\u505a\u51fa\u539f\u578b\u4f86\u6e2c\u8a66\u98a8\u96aa\u6027\u60f3\u6cd5\u3002\u555f\u52d5\u4e00\u500b\u5be6\u9a57\u7684\u9580\u6abb\u5927\u5e45\u964d\u4f4e\uff0c\u53ea\u9700\u544a\u8a34 agent\u300c\u53bb\u7814\u7a76\u4e00\u4e0b\u9019\u500b\u5927\u578b\u91cd\u69cb\u300d\uff0c\u7136\u5f8c\u81ea\u5df1\u53bb\u505a\u5225\u7684\u4e8b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Demo \u6587\u5316\u53d6\u4ee3\u5099\u5fd8\u9304\u6587\u5316<\/strong>\uff1a\u904e\u53bb\u8981\u63a8\u52d5\u4e00\u500b\u60f3\u6cd5\u9700\u8981\u5beb\u5099\u5fd8\u9304\u3001\u505a\u7c21\u5831\u3001\u8aaa\u670d\u4e00\u7fa4\u4eba\u3002\u73fe\u5728\u7528 vibe coding \u5e7e\u5c0f\u6642\u5c31\u80fd\u505a\u51fa\u539f\u578b\uff0c\u76f4\u63a5\u5c55\u793a\u800c\u975e\u63cf\u8ff0\u3002\u9019\u8b93\u5718\u968a\u6562\u65bc\u5617\u8a66\u66f4\u5947\u7279\u7684\u9ede\u5b50\u2014\u2014\u90a3\u4e9b\u53ea\u6709\u89aa\u624b\u9ad4\u9a57\u624d\u80fd\u7406\u89e3\u5176\u50f9\u503c\u7684\u6771\u897f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[08:10] Compounding Engineering\uff1a\u65b0\u7684\u5de5\u7a0b\u65b9\u6cd5\u8ad6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dan \u8a8d\u70ba AI \u63a8\u52d5\u4e86\u4e00\u5957\u5168\u65b0\u7684\u5de5\u7a0b\u539f\u8a9e\u548c\u6d41\u7a0b\u7684\u767c\u660e\u3002\u4ed6\u5011\u5c07\u9019\u5957\u65b9\u6cd5\u547d\u540d\u70ba\u300cCompounding Engineering\uff08\u8907\u5408\u5f0f\u5de5\u7a0b\uff09\u300d\uff0c\u6838\u5fc3\u6982\u5ff5\u662f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u50b3\u7d71\u5de5\u7a0b\u4e2d\uff0c\u6bcf\u500b\u65b0\u529f\u80fd\u6703\u8b93\u4e0b\u4e00\u500b\u529f\u80fd\u66f4\u96e3\u958b\u767c\u3002\u5728 Compounding Engineering \u4e2d\uff0c\u76ee\u6a19\u662f\u8b93\u6bcf\u500b\u529f\u80fd\u4f7f\u4e0b\u4e00\u500b\u529f\u80fd\u66f4\u5bb9\u6613\u958b\u767c\u3002<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u5faa\u74b0\u5305\u542b\u56db\u500b\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Plan\uff08\u898f\u5283\uff09<\/strong>\uff1a\u70ba agent \u5236\u5b9a\u975e\u5e38\u8a73\u7d30\u7684\u8a08\u756b\uff0c\u9019\u662f\u8207 agent \u5354\u4f5c\u7684\u57fa\u790e\u3002<\/li>\n<li><strong>Delegate\uff08\u59d4\u6d3e\uff09<\/strong>\uff1a\u5c07\u4efb\u52d9\u4ea4\u7d66 agent \u57f7\u884c\u3002<\/li>\n<li><strong>Assess\uff08\u8a55\u4f30\uff09<\/strong>\uff1a\u900f\u904e\u6e2c\u8a66\u3001\u5be6\u969b\u8a66\u7528\u3001agent \u81ea\u6211\u6aa2\u67e5\u3001\u7a0b\u5f0f\u78bc\u5be9\u67e5\u3001agent \u7a0b\u5f0f\u78bc\u5be9\u67e5\u7b49\u65b9\u5f0f\u8a55\u4f30\u6210\u679c\u54c1\u8cea\u3002<\/li>\n<li><strong>Codify\uff08\u7de8\u78bc\u5316\uff09<\/strong>\uff1a\u9019\u662f\u6700\u95dc\u9375\u7684\u300c\u8cfa\u9322\u6b65\u9a5f\u300d\u2014\u2014\u5c07\u5f9e\u524d\u4e09\u500b\u968e\u6bb5\u5b78\u5230\u7684\u6240\u6709\u77e5\u8b58\uff0c\u56de\u5beb\u6210 prompt\uff0c\u5b58\u5165 CLAUDE.md \u6a94\u6848\u3001sub-agent \u8a2d\u5b9a\u3001slash command \u4e2d\uff0c\u5efa\u7acb\u4e00\u500b\u53ef\u5171\u4eab\u7684\u77e5\u8b58\u5eab\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">[10:30] Compounding Engineering \u7684\u4e8c\u968e\u6548\u61c9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576\u7d44\u7e54\u5fb9\u5e95\u57f7\u884c Compounding Engineering \u5f8c\uff0c\u6703\u7522\u751f\u4e00\u7cfb\u5217\u975e\u986f\u800c\u6613\u898b\u7684\u4e8c\u968e\u6548\u61c9\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8de8\u7522\u54c1\u7684\u96b1\u6027\u7a0b\u5f0f\u78bc\u5171\u4eab<\/strong>\uff1a\u4ee5\u5f80\u8981\u5728\u4e0d\u540c\u7522\u54c1\u9593\u5171\u4eab\u7a0b\u5f0f\u78bc\uff0c\u9700\u8981\u62bd\u8c61\u6210\u51fd\u5f0f\u5eab\u3001\u6253\u5305\u767c\u5e03\u3002\u73fe\u5728\u53ea\u9700\u5c07 Claude Code \u6307\u5411\u9694\u58c1\u540c\u4e8b\u7684 repo\uff0cAI \u5c31\u80fd\u5b78\u7fd2\u4ed6\u5011\u5efa\u69cb\u67d0\u500b\u529f\u80fd\u7684\u904e\u7a0b\uff0c\u7136\u5f8c\u5728\u4f60\u81ea\u5df1\u7684\u6280\u8853\u68e7\u548c\u6846\u67b6\u4e2d\u91cd\u65b0\u5be6\u4f5c\u3002\u958b\u767c\u8005\u8d8a\u591a\uff0c\u9019\u7a2e\u96f6\u6210\u672c\u5171\u4eab\u7684\u6548\u76ca\u5c31\u8d8a\u5927\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b0\u4eba\u7b2c\u4e00\u5929\u5373\u53ef\u7522\u51fa<\/strong>\uff1a\u56e0\u70ba\u6240\u6709\u7684\u77e5\u8b58\u2014\u2014\u74b0\u5883\u8a2d\u5b9a\u65b9\u6cd5\u3001\u597d\u7684 commit \u6a19\u6e96\u3001PR \u64b0\u5beb\u898f\u7bc4\u2014\u2014\u90fd\u5df2\u7d93\u5beb\u9032 CLAUDE.md \u6216 Cursor \u8a2d\u5b9a\u6a94\u4e2d\u3002\u65b0\u4eba\u5230\u8077\u7b2c\u4e00\u5929\uff0cagent \u5c31\u80fd\u81ea\u52d5\u8a2d\u5b9a\u597d\u958b\u767c\u74b0\u5883\uff0c\u4e26\u4e14\u77e5\u9053\u5982\u4f55\u64b0\u5beb\u7b26\u5408\u6a19\u6e96\u7684 PR\u3002\u9019\u4e5f\u8b93\u8058\u8acb\u77ed\u671f\u5c08\u5bb6\u66f4\u52a0\u53ef\u884c\uff0c\u5c31\u50cf DJ \u53ef\u4ee5\u53ea\u9304\u5e7e\u6bb5 bars \u4e00\u6a23\uff0c\u5c08\u5bb6\u53ef\u4ee5\u5feb\u901f\u6295\u5165\u7279\u5b9a\u4efb\u52d9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8de8\u7522\u54c1\u63d0\u4ea4 Pull Request<\/strong>\uff1aEvery \u7684\u6240\u6709\u4eba\u90fd\u4f7f\u7528\u516c\u53f8\u5167\u90e8\u7684\u56db\u6b3e\u7522\u54c1\u3002\u7576\u6709\u4eba\u9047\u5230 bug \u6216\u9ad4\u9a57\u4e0a\u7684\u5c0f\u554f\u984c\uff0c\u4ed6\u5011\u6703\u76f4\u63a5\u4e0b\u8f09\u5c0d\u61c9\u7522\u54c1\u7684 repo\uff0c\u8b93 Claude \u6216 Codex \u627e\u51fa\u4fee\u5fa9\u65b9\u6cd5\uff0c\u7136\u5f8c\u5411\u8a72\u7522\u54c1\u7684\u8ca0\u8cac\u4eba\u63d0\u4ea4 pull request\u3002Dan \u63a8\u6e2c\u672a\u4f86\u751a\u81f3\u5ba2\u6236\u4e5f\u80fd\u9019\u6a23\u505a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7121\u9700\u7d71\u4e00\u6280\u8853\u68e7<\/strong>\uff1a\u56e0\u70ba AI \u5927\u5e45\u964d\u4f4e\u4e86\u5728\u4e0d\u540c\u7a0b\u5f0f\u8a9e\u8a00\u548c\u6846\u67b6\u4e4b\u9593\u5207\u63db\u7684\u9580\u6abb\uff0cEvery \u8b93\u6bcf\u500b\u7522\u54c1\u7684\u958b\u767c\u8005\u81ea\u7531\u9078\u64c7\u6700\u9806\u624b\u7684\u6280\u8853\uff0cAI \u8ca0\u8cac\u8655\u7406\u4e4b\u9593\u7684\u7ffb\u8b6f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7ba1\u7406\u8005\u53ef\u4ee5\u63d0\u4ea4\u7a0b\u5f0f\u78bc<\/strong>\uff1aDan \u81ea\u5df1\u4f5c\u70ba CEO\uff0c\u5118\u7ba1\u65e5\u5e38\u7ba1\u7406\u56db\u6b3e\u7522\u54c1\u548c 15 \u4eba\u5718\u968a\uff0c\u4ecd\u7136\u80fd\u63d0\u4ea4 production code\u3002\u95dc\u9375\u5728\u65bc AI \u5141\u8a31\u300c\u788e\u7247\u5316\u6ce8\u610f\u529b\u300d\u7684\u5de5\u4f5c\u6a21\u5f0f\u2014\u2014\u4e0d\u518d\u9700\u8981 3-4 \u5c0f\u6642\u7684\u6df1\u5ea6\u5c08\u6ce8\u6642\u9593\uff0c\u800c\u662f\u5728\u5169\u500b\u6703\u8b70\u4e4b\u9593\uff0c\u8b93 Claude Code \u53bb\u8abf\u67e5\u4e00\u500b bug\uff0c\u81ea\u5df1\u53bb\u5fd9\u5176\u4ed6\u4e8b\uff0c\u56de\u4f86\u6642\u5df2\u6709\u6839\u56e0\u5206\u6790\u548c\u4fee\u5fa9\u65b9\u6848\uff0c\u5c31\u53ef\u4ee5\u63d0\u4ea4 PR\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[15:08] \u7e3d\u7d50\u8207\u516c\u53f8\u4ecb\u7d39<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dan \u7e3d\u7d50\u4e86\u4e09\u500b\u6838\u5fc3\u89c0\u9ede\uff1a100% AI \u63a1\u7528\u7387\u5e36\u4f86 10 \u500d\u5dee\u7570\uff1b\u55ae\u4e00\u5de5\u7a0b\u5e2b\u80fd\u5920\u5efa\u69cb\u548c\u7dad\u8b77\u8907\u96dc\u7684\u751f\u7522\u7d1a\u7522\u54c1\uff1bCompounding Engineering \u4e0d\u50c5\u8b93\u6bcf\u500b\u529f\u80fd\u66f4\u5bb9\u6613\u958b\u767c\uff0c\u9084\u6703\u7522\u751f\u4e00\u7cfb\u5217\u8b93\u6574\u500b\u7d44\u7e54\u66f4\u5bb9\u6613\u5354\u4f5c\u7684\u4e8c\u968e\u6548\u61c9\u3002\u4ed6\u6700\u5f8c\u63d0\u5230\uff0c\u820a\u91d1\u5c71\u7684\u5f88\u591a\u4eba\u9084\u4e0d\u77e5\u9053\u9019\u4e9b\u2014\u2014\u800c\u5728\u5834\u7684\u807d\u773e\u662f\u6700\u5148\u807d\u5230\u7684\u4eba\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6211\u7684\u60f3\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Dan Shipper \u7684\u6f14\u8b1b\u6700\u8b93\u6211\u5370\u8c61\u6df1\u523b\u7684\u4e0d\u662f\u90a3\u4e9b\u751f\u7522\u529b\u6578\u64da\uff0c\u800c\u662f\u300cCodify\u300d\u9019\u500b\u6b65\u9a5f\u7684\u6df1\u9060\u610f\u6db5\u3002\u591a\u6578\u4eba\u8ac7 AI \u8f14\u52a9\u958b\u767c\u6642\uff0c\u7126\u9ede\u653e\u5728 Plan\u3001Delegate\u3001Assess \u9019\u4e9b\u76f4\u89ba\u6027\u7684\u6b65\u9a5f\uff0c\u4f46\u771f\u6b63\u62c9\u958b\u5dee\u8ddd\u7684\u662f\u7b2c\u56db\u6b65\u2014\u2014\u628a\u5b78\u5230\u7684\u6771\u897f\u7cfb\u7d71\u6027\u5730\u56de\u5beb\u6210 prompt \u548c\u8a2d\u5b9a\u6a94\u3002\u9019\u672c\u8cea\u4e0a\u662f\u4e00\u7a2e\u300c\u77e5\u8b58\u7684\u7a0b\u5f0f\u5316\u300d\uff0c\u628a\u539f\u672c\u5b58\u5728\u65bc\u500b\u4eba\u8166\u4e2d\u7684\u96b1\u6027\u77e5\u8b58\uff0c\u8f49\u5316\u6210 AI \u53ef\u57f7\u884c\u7684\u6307\u4ee4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u904e\u6211\u4e5f\u6ce8\u610f\u5230\u4e00\u4e9b\u503c\u5f97\u601d\u8003\u7684\u554f\u984c\u300215 \u4eba\u7ba1\u7406\u56db\u6b3e\u7522\u54c1\u807d\u8d77\u4f86\u5f88\u53b2\u5bb3\uff0c\u4f46\u6bcf\u6b3e app \u7531\u55ae\u4e00\u958b\u767c\u8005\u8ca0\u8cac\uff0c\u9019\u5728 bus factor\uff08\u95dc\u9375\u4eba\u54e1\u98a8\u96aa\uff09\u4e0a\u5176\u5be6\u76f8\u7576\u8106\u5f31\u3002\u5982\u679c\u90a3\u4e00\u4f4d\u5de5\u7a0b\u5e2b\u96e2\u8077\u6216\u751f\u75c5\uff0c\u5373\u4f7f\u6709\u5b8c\u5584\u7684 CLAUDE.md\uff0c\u63a5\u624b\u7684\u4eba\u771f\u7684\u80fd\u5feb\u901f\u4e0a\u624b\u55ce\uff1fCompounding Engineering \u7684 Codify \u6b65\u9a5f\u5728\u7406\u8ad6\u4e0a\u53ef\u4ee5\u7de9\u89e3\u9019\u500b\u554f\u984c\uff0c\u4f46\u5be6\u969b\u6548\u679c\u9084\u6709\u5f85\u89c0\u5bdf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u4e00\u500b\u6709\u8da3\u7684\u89c0\u5bdf\u662f\u300c\u7ba1\u7406\u8005\u53ef\u4ee5\u63d0\u4ea4\u7a0b\u5f0f\u78bc\u300d\u9019\u4e00\u9ede\u3002\u9019\u4e0d\u53ea\u662f\u4e00\u500b\u6548\u7387\u63d0\u5347\u7684\u6545\u4e8b\uff0c\u800c\u662f\u7d44\u7e54\u89d2\u8272\u908a\u754c\u7684\u6a21\u7cca\u5316\u3002\u7576 CEO \u53ef\u4ee5\u76f4\u63a5\u6539 code\uff0cPM \u53ef\u4ee5\u76f4\u63a5\u505a\u539f\u578b\uff0c\u50b3\u7d71\u7684\u8077\u80fd\u5206\u5de5\u662f\u5426\u9084\u6709\u610f\u7fa9\uff1f\u9019\u53ef\u80fd\u662f AI \u539f\u751f\u516c\u53f8\u6700\u6df1\u5c64\u7684\u7d44\u7e54\u8b8a\u9769\u2014\u2014\u4e0d\u662f\u8b93\u6bcf\u500b\u4eba\u505a\u5f97\u66f4\u5feb\uff0c\u800c\u662f\u8b93\u6bcf\u500b\u4eba\u80fd\u505a\u66f4\u591a\u7a2e\u985e\u7684\u4e8b\u3002<\/p>\n\n    \n\n<div id=\"quiz-518cf967\">\n<style>\n#quiz-518cf967 .badge {\n        display: inline-block;\n        padding: 4px 10px;\n        border-radius: 12px;\n        font-size: 0.75em;\n        font-weight: bold;\n        margin-left: 8px;\n      }#quiz-518cf967 .badge.scenario {\n        background: #ebf8ff;\n        color: #2b6cb0;\n      }#quiz-518cf967 .badge.debug {\n        background: #fef3c7;\n        color: #92400e;\n      }#quiz-518cf967 .question-adv {\n        background: white;\n        border-radius: 10px;\n        padding: 24px;\n        margin: 20px 0;\n        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08);\n        border-left: 4px solid #ed8936;\n      }#quiz-518cf967 .question-adv h3 {\n        margin-top: 0;\n        color: #2d3748;\n      }#quiz-518cf967 .code-block {\n        background: #1e1e1e;\n        color: #d4d4d4;\n        padding: 14px;\n        border-radius: 6px;\n        font-family: \"Menlo\", \"Monaco\", \"Courier New\", monospace;\n        font-size: 0.9em;\n        overflow-x: auto;\n        margin: 12px 0;\n        white-space: pre-wrap;\n      }#quiz-518cf967 .options-adv {\n        list-style: none;\n        padding: 0;\n      }#quiz-518cf967 .options-adv li {\n        padding: 14px 16px;\n        margin: 10px 0;\n        border: 2px solid #e2e8f0;\n        border-radius: 8px;\n        cursor: pointer;\n        transition: all 0.2s;\n      }#quiz-518cf967 .options-adv li:hover:not(.disabled) {\n        border-color: #ed8936;\n        background: #fffaf0;\n      }#quiz-518cf967 .options-adv li.disabled {\n        cursor: default;\n        opacity: 0.7;\n      }#quiz-518cf967 .options-adv li.show-answer {\n        border-color: #48bb78;\n        background: #f0fff4;\n      }#quiz-518cf967 .options-adv li.wrong {\n        border-color: #fc8181;\n        background: #fff5f5;\n      }#quiz-518cf967 .feedback-adv {\n        margin-top: 16px;\n        padding: 14px;\n        border-radius: 8px;\n        display: none;\n        line-height: 1.6;\n      }#quiz-518cf967 .feedback-adv.correct {\n        background: #f0fff4;\n        color: #276749;\n        display: block;\n      }#quiz-518cf967 .feedback-adv.wrong {\n        background: #fff5f5;\n        color: #c53030;\n        display: block;\n      }#quiz-518cf967 .feedback-adv \n      .score-adv {\n        text-align: center;\n        font-size: 1.4em;\n        padding: 24px;\n        background: white;\n        border-radius: 10px;\n        margin-top: 24px;\n        box-shadow: 0 2px 8px rgba(0, 0, 0, 0.08);\n      }#quiz-518cf967 .intro {\n        background: #ebf8ff;\n        padding: 16px;\n        border-radius: 8px;\n        margin-bottom: 20px;\n        color: #2c5282;\n      }\n<\/style>\n<h1>\u9032\u968e\u6e2c\u9a57\uff1a\u6253\u9020 AI \u539f\u751f\u516c\u53f8 \u2014 Compounding Engineering<\/h1>\n    <div class=\"intro\">\n      <strong>\u6e2c\u9a57\u76ee\u6a19\uff1a<\/strong>\u9a57\u8b49\u4f60\u662f\u5426\u80fd\u5728\u5be6\u969b\u60c5\u5883\u4e2d\u61c9\u7528 Compounding Engineering \u7684\u6982\u5ff5\u8207 AI \u539f\u751f\u516c\u53f8\u7684\u904b\u4f5c\u539f\u5247\u3002<br \/>\n      \u5171 5 \u984c\uff0c\u5305\u542b\u60c5\u5883\u984c\u8207\u932f\u8aa4\u8a3a\u65b7\u984c\u3002\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 1 -->\n    <div class=\"question-adv\" id=\"qAdv1\">\n      <h3>1. \u4f60\u662f\u4e00\u5bb6 20 \u4eba\u65b0\u5275\u516c\u53f8\u7684\u6280\u8853\u4e3b\u7ba1\uff0c\u516c\u53f8\u6709\u4e09\u6b3e\u7522\u54c1\u3002\u76ee\u524d\u7d04 85% \u7684\u5de5\u7a0b\u5e2b\u4f7f\u7528 AI coding agent\uff0c\u5176\u9918 15% \u4ecd\u504f\u597d\u50b3\u7d71\u7a0b\u5f0f\u78bc\u7de8\u8f2f\u5668\u3002\u6839\u64da Dan Shipper \u7684\u7d93\u9a57\uff0c\u4f60\u61c9\u8a72\u512a\u5148\u63a1\u53d6\u4ec0\u9ebc\u7b56\u7565\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u73fe\u6cc1\uff1a\n&#8211; 3 \u6b3e\u7522\u54c1\u300120 \u4eba\u5718\u968a\n&#8211; 85% \u5de5\u7a0b\u5e2b\u4f7f\u7528 AI agent\n&#8211; 15% \u5de5\u7a0b\u5e2b\u4f7f\u7528\u50b3\u7d71 IDE\n&#8211; \u958b\u767c\u901f\u5ea6\u6709\u63d0\u5347\u4f46\u672a\u9054\u9810\u671f<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(1, 'A', 'B')\">A. \u7dad\u6301\u73fe\u72c0\uff0c\u56e0\u70ba 85% \u5df2\u7d93\u5f88\u9ad8\u4e86\uff0c\u5269\u4e0b 15% \u53ef\u4ee5\u6162\u6162\u9069\u61c9<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'B', 'B')\">B. \u63a8\u52d5\u5168\u54e1 100% \u63a1\u7528 AI agent\uff0c\u56e0\u70ba 90% \u548c 100% \u4e4b\u9593\u5b58\u5728 10 \u500d\u6548\u80fd\u5dee\u8ddd<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'C', 'B')\">C. \u5148\u628a AI agent \u4f7f\u7528\u8005\u96c6\u4e2d\u5230\u540c\u4e00\u500b\u7522\u54c1\uff0c\u8b93\u53e6\u5916\u5169\u6b3e\u7522\u54c1\u7dad\u6301\u50b3\u7d71\u958b\u767c<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'D', 'B')\">D. \u589e\u52a0\u62db\u8058\uff0c\u7528\u66f4\u591a\u4eba\u529b\u4f86\u5f4c\u88dc\u6548\u7387\u5dee\u8ddd<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv1\"><\/div>\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 2 -->\n    <div class=\"question-adv\" id=\"qAdv2\">\n      <h3>2. \u4f60\u7684\u5718\u968a\u525b\u5b8c\u6210\u4e00\u500b\u8907\u96dc\u7684 OAuth \u6574\u5408\u529f\u80fd\uff0c\u53e6\u4e00\u500b\u7522\u54c1\u4e5f\u9700\u8981\u985e\u4f3c\u529f\u80fd\u4f46\u4f7f\u7528\u4e0d\u540c\u7684\u6280\u8853\u68e7\u3002\u5728 Compounding Engineering \u6846\u67b6\u4e0b\uff0c\u6700\u4f73\u7684\u505a\u6cd5\u662f\u4ec0\u9ebc\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u7522\u54c1 A\uff1aReact + Node.js\uff0c\u5df2\u5b8c\u6210 OAuth \u6574\u5408\n\u7522\u54c1 B\uff1aVue + Python\uff0c\u9700\u8981\u5be6\u4f5c\u985e\u4f3c\u7684 OAuth \u529f\u80fd\n\u5169\u6b3e\u7522\u54c1\u7531\u4e0d\u540c\u7684\u5de5\u7a0b\u5e2b\u8ca0\u8cac<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(2, 'A', 'C')\">A. \u5c07\u7522\u54c1 A \u7684 OAuth \u6a21\u7d44\u62bd\u8c61\u6210\u5171\u7528\u51fd\u5f0f\u5eab\uff0c\u8b93\u7522\u54c1 B \u76f4\u63a5\u5f15\u7528<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'B', 'C')\">B. \u8b93\u7522\u54c1 B \u7684\u5de5\u7a0b\u5e2b\u81ea\u5df1\u5f9e\u982d\u7814\u7a76 OAuth \u898f\u7bc4\uff0c\u7368\u7acb\u5be6\u4f5c<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'C', 'C')\">C. \u5c07 AI agent \u6307\u5411\u7522\u54c1 A \u7684 repo\uff0c\u5b78\u7fd2\u5176 OAuth \u5be6\u4f5c\u904e\u7a0b\uff0c\u7136\u5f8c\u5728\u7522\u54c1 B \u7684\u6280\u8853\u68e7\u4e2d\u91cd\u65b0\u5be6\u4f5c<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'D', 'C')\">D. \u7d71\u4e00\u5169\u6b3e\u7522\u54c1\u7684\u6280\u8853\u68e7\uff0c\u9019\u6a23\u5c31\u80fd\u76f4\u63a5\u8907\u88fd\u7a0b\u5f0f\u78bc<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv2\"><\/div>\n    <\/div>\n\n    <!-- \u60c5\u5883\u984c 3 -->\n    <div class=\"question-adv\" id=\"qAdv3\">\n      <h3>3. \u4f60\u5728\u6bcf\u6b21 sprint \u7d50\u675f\u5f8c\u767c\u73fe\uff0c\u5de5\u7a0b\u5e2b\u5011\u9047\u5230\u7684\u554f\u984c\u548c\u89e3\u6c7a\u65b9\u6848\u7e3d\u662f\u5728\u91cd\u8907\u3002\u6839\u64da Compounding Engineering \u7684\u56db\u6b65\u9a5f\u5faa\u74b0\uff0c\u4f60\u5728\u54ea\u500b\u6b65\u9a5f\u505a\u5f97\u4e0d\u5920\u597d\uff1f <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u89c0\u5bdf\u5230\u7684\u73fe\u8c61\uff1a\n&#8211; \u5de5\u7a0b\u5e2b A \u4e0a\u9031\u89e3\u6c7a\u4e86 API rate limiting \u7684\u554f\u984c\n&#8211; \u9019\u9031\u5de5\u7a0b\u5e2b B \u9047\u5230\u540c\u6a23\u7684\u554f\u984c\uff0c\u53c8\u82b1\u4e86\u534a\u5929\u89e3\u6c7a\n&#8211; \u985e\u4f3c\u7684\u60c5\u6cc1\u5728\u5718\u968a\u4e2d\u53cd\u8986\u767c\u751f\n&#8211; \u6bcf\u500b\u4eba\u7684 CLAUDE.md \u8a2d\u5b9a\u5404\u4e0d\u76f8\u540c<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(3, 'A', 'D')\">A. Plan\uff08\u898f\u5283\uff09\u2014 \u4efb\u52d9\u898f\u5283\u4e0d\u5920\u8a73\u7d30<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'B', 'D')\">B. Delegate\uff08\u59d4\u6d3e\uff09\u2014 \u6c92\u6709\u6b63\u78ba\u5206\u914d\u4efb\u52d9\u7d66 agent<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'C', 'D')\">C. Assess\uff08\u8a55\u4f30\uff09\u2014 \u7f3a\u4e4f\u8db3\u5920\u7684\u6e2c\u8a66\u548c\u54c1\u8cea\u6aa2\u67e5<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'D', 'D')\">D. Codify\uff08\u7de8\u78bc\u5316\uff09\u2014 \u6c92\u6709\u5c07\u5b78\u5230\u7684\u77e5\u8b58\u5beb\u56de prompt \u548c\u8a2d\u5b9a\u6a94\u4f9b\u5168\u5718\u968a\u4f7f\u7528<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv3\"><\/div>\n    <\/div>\n\n    <!-- \u932f\u8aa4\u8a3a\u65b7\u984c 1 -->\n    <div class=\"question-adv\" id=\"qAdv4\">\n      <h3>4. \u4e00\u5bb6\u65b0\u5275\u516c\u53f8\u60f3\u8981\u6a21\u4eff Every \u7684\u6a21\u5f0f\uff0c\u4f46\u57f7\u884c\u5f8c\u6548\u679c\u4e0d\u4f73\u3002\u6aa2\u8996\u4ed6\u5011\u7684\u505a\u6cd5\uff0c\u6700\u95dc\u9375\u7684\u554f\u984c\u51fa\u5728\u54ea\u88e1\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">\u8a72\u516c\u53f8\u7684\u505a\u6cd5\uff1a\n1. \u8cfc\u8cb7\u4e86 Claude Code \u548c Cursor \u7684\u4f01\u696d\u6388\u6b0a\n2. \u8b93\u6bcf\u4f4d\u5de5\u7a0b\u5e2b\u81ea\u884c\u6478\u7d22\u5982\u4f55\u4f7f\u7528 AI agent\n3. \u6bcf\u500b\u5de5\u7a0b\u5e2b\u5efa\u7acb\u81ea\u5df1\u7684 CLAUDE.md\uff0c\u5167\u5bb9\u5404\u81ea\u7368\u7acb\n4. \u6bcf\u6708\u8209\u8fa6\u4e00\u6b21\u5206\u4eab\u6703\u4ea4\u6d41\u4f7f\u7528\u5fc3\u5f97\n5. \u6c92\u6709\u7d71\u4e00\u7684 prompt \u7ba1\u7406\u6216\u77e5\u8b58\u5eab\u6a5f\u5236<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(4, 'A', 'C')\">A. \u5de5\u5177\u9078\u64c7\u6709\u554f\u984c\uff0c\u61c9\u8a72\u53ea\u7528\u4e00\u7a2e AI coding agent<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'B', 'C')\">B. \u5206\u4eab\u6703\u983b\u7387\u592a\u4f4e\uff0c\u61c9\u8a72\u6539\u70ba\u6bcf\u9031\u4e00\u6b21<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'C', 'C')\">C. \u7f3a\u5c11 Codify \u6b65\u9a5f\u7684\u7cfb\u7d71\u5316\u57f7\u884c \u2014 \u6c92\u6709\u5c07\u500b\u4eba\u5b78\u5230\u7684\u77e5\u8b58\u8f49\u5316\u70ba\u5168\u7d44\u7e54\u5171\u4eab\u7684 prompt \u8cc7\u7522<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'D', 'C')\">D. \u61c9\u8a72\u5148\u7d71\u4e00\u6280\u8853\u68e7\u518d\u5c0e\u5165 AI agent<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv4\"><\/div>\n    <\/div>\n\n    <!-- \u932f\u8aa4\u8a3a\u65b7\u984c 2 -->\n    <div class=\"question-adv\" id=\"qAdv5\">\n      <h3>5. \u67d0\u516c\u53f8\u7684 CTO \u5617\u8a66\u7528 AI agent \u63d0\u4ea4 production code\uff0c\u4f46\u983b\u7e41\u5f15\u767c\u554f\u984c\u3002\u5206\u6790\u4ee5\u4e0b\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6700\u53ef\u80fd\u7684\u6839\u672c\u539f\u56e0\u662f\u4ec0\u9ebc\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">CTO \u7684\u5de5\u4f5c\u6d41\u7a0b\uff1a\n&#8211; \u5728\u5169\u500b\u6703\u8b70\u4e4b\u9593\u7684 15 \u5206\u9418\u7a7a\u6a94\u555f\u52d5 Claude Code\n&#8211; \u63cf\u8ff0\u60f3\u8981\u4fee\u5fa9\u7684 bug \u6216\u65b0\u589e\u7684\u529f\u80fd\n&#8211; agent \u7522\u51fa\u7a0b\u5f0f\u78bc\u5f8c\u76f4\u63a5\u5408\u4f75\u5230 main branch\n&#8211; \u6c92\u6709\u7d93\u904e\u6e2c\u8a66\u6216 code review\n&#8211; \u7d50\u679c\uff1a\u6bcf\u9031\u6709 2-3 \u6b21\u56e0 CTO \u7684 commit \u5c0e\u81f4 production \u554f\u984c<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(5, 'A', 'B')\">A. CTO \u4e0d\u61c9\u8a72\u63d0\u4ea4\u7a0b\u5f0f\u78bc\uff0c\u9019\u662f\u89d2\u8272\u8d8a\u754c\u7684\u554f\u984c<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'B', 'B')\">B. \u8df3\u904e\u4e86 Compounding Engineering \u4e2d\u7684 Assess\uff08\u8a55\u4f30\uff09\u6b65\u9a5f \u2014 \u7f3a\u5c11\u6e2c\u8a66\u3001\u8a66\u7528\u3001code review \u7b49\u54c1\u8cea\u6aa2\u67e5<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'C', 'B')\">C. 15 \u5206\u9418\u7684\u6642\u9593\u592a\u77ed\uff0cAI agent \u7121\u6cd5\u5728\u9019\u9ebc\u77ed\u7684\u6642\u9593\u5167\u7522\u51fa\u53ef\u9760\u7684\u7a0b\u5f0f\u78bc<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'D', 'B')\">D. \u61c9\u8a72\u4f7f\u7528 Codex \u800c\u4e0d\u662f Claude Code\uff0c\u56e0\u70ba Codex \u66f4\u9069\u5408\u5feb\u901f\u4fee\u5fa9<\/li>\n      <\/ul>\n      <div class=\"feedback-adv\" id=\"fbAdv5\"><\/div>\n    <\/div>\n\n    <div class=\"score-adv\" id=\"scoreAdv\" style=\"display:none;\"><\/div>\n<script>\n\n      let answeredAdv = 0;\n      let correctAdv = 0;\n      const totalAdv = 5;\n      const explanationsAdv = {\n        1: \"Dan Shipper \u5728\u6f14\u8b1b\u4e2d\u660e\u78ba\u6307\u51fa\uff0c90% \u548c 100% \u7684 AI \u63a1\u7528\u7387\u4e4b\u9593\u5b58\u5728\u5de8\u5927\u7684 10 \u500d\u6548\u80fd\u5dee\u8ddd\u3002\u5373\u4f7f\u53ea\u6709 10% \u7684\u5718\u968a\u4f7f\u7528\u50b3\u7d71\u65b9\u6cd5\uff0c\u6574\u500b\u7d44\u7e54\u5c31\u6703\u88ab\u62c9\u56de\u820a\u6a21\u5f0f\uff0c\u7121\u6cd5\u5145\u5206\u767c\u63ee\u5e73\u884c\u958b\u767c\u3001Demo \u6587\u5316\u7b49 AI \u539f\u751f\u512a\u52e2\u3002\u56e0\u6b64\u63a8\u52d5\u5168\u54e1\u63a1\u7528\u662f\u9996\u8981\u4efb\u52d9\uff0c\u800c\u975e\u59a5\u5354\u65bc\u300c\u5df2\u7d93\u5920\u9ad8\u4e86\u300d\u7684\u5fc3\u614b\u3002\",\n        2: \"\u5728 Compounding Engineering \u7684\u6846\u67b6\u4e2d\uff0c\u8de8\u7522\u54c1\u7684\u300c\u96b1\u6027\u7a0b\u5f0f\u78bc\u5171\u4eab\u300d\u662f\u4e00\u500b\u91cd\u8981\u7684\u4e8c\u968e\u6548\u61c9\u3002\u4e0d\u9700\u8981\u62bd\u8c61\u6210\u5171\u7528\u51fd\u5f0f\u5eab\uff08\u6210\u672c\u9ad8\uff09\uff0c\u4e5f\u4e0d\u9700\u8981\u7d71\u4e00\u6280\u8853\u68e7\uff08\u9650\u5236\u9748\u6d3b\u6027\uff09\uff0c\u800c\u662f\u8b93 AI agent \u76f4\u63a5\u8b80\u53d6\u53e6\u4e00\u500b repo \u7684\u5be6\u4f5c\u904e\u7a0b\uff0c\u5b78\u7fd2\u5176\u5efa\u69cb\u908f\u8f2f\uff0c\u7136\u5f8c\u5728\u4e0d\u540c\u7684\u6280\u8853\u68e7\u4e2d\u91cd\u65b0\u5be6\u4f5c\u3002\u9019\u662f AI \u5e36\u4f86\u7684\u96f6\u6210\u672c\u77e5\u8b58\u8f49\u79fb\u3002\",\n        3: \"Codify \u662f Compounding Engineering \u56db\u6b65\u9a5f\u4e2d\u88ab Dan Shipper \u7a31\u70ba\u300c\u8cfa\u9322\u6b65\u9a5f\u300d\u7684\u95dc\u9375\u74b0\u7bc0\u3002\u5b83\u7684\u6838\u5fc3\u662f\u5c07\u5de5\u7a0b\u5e2b\u5728\u958b\u767c\u904e\u7a0b\u4e2d\u7d2f\u7a4d\u7684\u96b1\u6027\u77e5\u8b58\uff08\u5982\u554f\u984c\u89e3\u6c7a\u65b9\u6848\u3001\u6700\u4f73\u5be6\u8e10\uff09\u8f49\u5316\u70ba\u660e\u78ba\u7684 prompt\uff0c\u5beb\u5165 CLAUDE.md\u3001sub-agent \u8a2d\u5b9a\u6216 slash command \u4e2d\uff0c\u4f7f\u5176\u6210\u70ba\u5168\u7d44\u7e54\u5171\u4eab\u7684\u77e5\u8b58\u8cc7\u7522\u3002\u5982\u679c\u7f3a\u5c11\u9019\u500b\u6b65\u9a5f\uff0c\u77e5\u8b58\u5c31\u6703\u56f0\u5728\u500b\u4eba\u8166\u4e2d\uff0c\u5c0e\u81f4\u91cd\u8907\u8e29\u5751\u3002\",\n        4: \"\u95dc\u9375\u554f\u984c\u5728\u65bc\u7f3a\u4e4f\u7cfb\u7d71\u5316\u7684 Codify \u6a5f\u5236\u3002\u96d6\u7136\u6bcf\u500b\u4eba\u90fd\u5728\u7528 AI agent\uff08Delegate\uff09\uff0c\u4e5f\u6709\u5206\u4eab\u6703\uff0c\u4f46\u500b\u4eba\u7684 CLAUDE.md \u5404\u81ea\u7368\u7acb\u3001\u6c92\u6709\u7d71\u4e00\u7684 prompt \u7ba1\u7406\uff0c\u610f\u5473\u8457\u5b78\u5230\u7684\u77e5\u8b58\u7121\u6cd5\u6709\u6548\u5730\u5728\u7d44\u7e54\u5167\u6d41\u52d5\u3002Compounding Engineering \u7684\u6838\u5fc3\u5c31\u662f\u5c07\u96b1\u6027\u77e5\u8b58\u7de8\u78bc\u5316\u70ba\u53ef\u5171\u4eab\u7684 prompt \u8cc7\u7522\uff0c\u8b93\u6bcf\u500b\u65b0\u767c\u73fe\u81ea\u52d5\u60e0\u53ca\u5168\u5718\u968a\u3002\u5de5\u5177\u9078\u64c7\u6216\u6280\u8853\u68e7\u7d71\u4e00\u53cd\u800c\u4e0d\u662f Dan Shipper \u5f37\u8abf\u7684\u91cd\u9ede\u3002\",\n        5: \"Dan Shipper \u78ba\u5be6\u8aaa\u7ba1\u7406\u8005\u53ef\u4ee5\u63d0\u4ea4 production code\uff0c\u4f46\u4ed6\u540c\u6642\u5f37\u8abf Compounding Engineering \u7684\u5b8c\u6574\u56db\u6b65\u9a5f\u5faa\u74b0\uff0c\u5176\u4e2d Assess\uff08\u8a55\u4f30\uff09\u662f\u4e0d\u53ef\u8df3\u904e\u7684\u3002\u8a55\u4f30\u624b\u6bb5\u5305\u62ec\u6e2c\u8a66\u3001\u5be6\u969b\u8a66\u7528\u3001agent \u81ea\u6211\u6aa2\u67e5\u3001code review\u3001agent code review \u7b49\u3002\u8a72 CTO \u7684\u554f\u984c\u4e0d\u662f\u6642\u9593\u592a\u77ed\u6216\u89d2\u8272\u8d8a\u754c\uff0c\u800c\u662f\u76f4\u63a5\u5f9e Delegate \u8df3\u5230\u5408\u4f75\uff0c\u5b8c\u5168\u8df3\u904e\u4e86\u54c1\u8cea\u8a55\u4f30\u74b0\u7bc0\u3002\u788e\u7247\u5316\u5de5\u4f5c\u6642\u9593\u662f\u53ef\u884c\u7684\uff0c\u4f46\u54c1\u8cea\u628a\u95dc\u4e0d\u80fd\u7701\u7565\u3002\"\n      };\n\n      function checkAnswerAdv(qNum, selected, correctAns) {\n        const question = document.getElementById(\"qAdv\" + qNum);\n        if (question.classList.contains(\"answered\")) return;\n\n        question.classList.add(\"answered\");\n        answeredAdv++;\n\n        const options = question.querySelectorAll(\".options-adv li\");\n        options.forEach((opt) => {\n          opt.classList.add(\"disabled\");\n          if (opt.textContent.startsWith(correctAns + \".\")) {\n            opt.classList.add(\"show-answer\");\n          }\n        });\n\n        const feedback = document.getElementById(\"fbAdv\" + qNum);\n        if (selected === correctAns) {\n          correctAdv++;\n          feedback.className = \"feedback-adv correct\";\n          feedback.innerHTML = \"\u2713 \u6b63\u78ba\uff01\" + explanationsAdv[qNum];\n        } else {\n          feedback.className = \"feedback-adv wrong\";\n          feedback.innerHTML =\n            \"\u2717 \u932f\u8aa4\u3002\u6b63\u78ba\u7b54\u6848\u662f \" + correctAns + \"\u3002\" + explanationsAdv[qNum];\n          options.forEach((opt) => {\n            if (opt.textContent.startsWith(selected + \".\")) {\n              opt.classList.add(\"wrong\");\n            }\n          });\n        }\n\n        if (answeredAdv === totalAdv) {\n          const scoreDiv = document.getElementById(\"scoreAdv\");\n          scoreDiv.style.display = \"block\";\n          let msg = \"\";\n          if (correctAdv === totalAdv) msg = 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