{"id":555,"date":"2026-01-31T20:37:53","date_gmt":"2026-01-31T12:37:53","guid":{"rendered":"https:\/\/blog.itsmygo.uk\/2026\/01\/31\/i-shipped-code-i-dont-understand-and-i-bet-you-have-too-%e6%88%91%e4%ba%a4%e4%bb%98%e4%ba%86%e8%87%aa%e5%b7%b1%e4%b8%8d%e7%90%86%e8%a7%a3%e7%9a%84%e7%a8%8b%e5%bc%8f%e7%a2%bc%ef%bc%8c\/"},"modified":"2026-01-31T20:37:53","modified_gmt":"2026-01-31T12:37:53","slug":"i-shipped-code-i-dont-understand-and-i-bet-you-have-too-%e6%88%91%e4%ba%a4%e4%bb%98%e4%ba%86%e8%87%aa%e5%b7%b1%e4%b8%8d%e7%90%86%e8%a7%a3%e7%9a%84%e7%a8%8b%e5%bc%8f%e7%a2%bc%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/blog.itsmygo.uk\/wordpress\/2026\/01\/31\/i-shipped-code-i-dont-understand-and-i-bet-you-have-too-%e6%88%91%e4%ba%a4%e4%bb%98%e4%ba%86%e8%87%aa%e5%b7%b1%e4%b8%8d%e7%90%86%e8%a7%a3%e7%9a%84%e7%a8%8b%e5%bc%8f%e7%a2%bc%ef%bc%8c\/","title":{"rendered":"I Shipped Code I Don&#8217;t Understand and I Bet You Have Too \u2014 \u6211\u4ea4\u4ed8\u4e86\u81ea\u5df1\u4e0d\u7406\u89e3\u7684\u7a0b\u5f0f\u78bc\uff0c\u6211\u6253\u8ced\u4f60\u4e5f\u662f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Netflix Staff \u5de5\u7a0b\u5e2b Jake Nations \u5728\u6f14\u8b1b\u4e2d\u5766\u627f\u81ea\u5df1\u66fe\u4ea4\u4ed8\u4e0d\u5b8c\u5168\u7406\u89e3\u7684 AI \u751f\u6210\u7a0b\u5f0f\u78bc\uff0c\u4e26\u6307\u51fa\u9019\u4e0d\u662f\u500b\u4eba\u554f\u984c\uff0c\u800c\u662f\u6574\u500b\u7522\u696d\u9762\u81e8\u7684\u65b0\u4e00\u8f2a\u8edf\u9ad4\u5371\u6a5f\u3002\u4ed6\u5f9e\u8edf\u9ad4\u5de5\u7a0b\u6b77\u53f2\u51fa\u767c\uff0c\u5256\u6790\u300c\u7c21\u55ae\u300d\u8207\u300c\u5bb9\u6613\u300d\u7684\u6839\u672c\u5dee\u7570\uff0c\u63d0\u51fa\u4e09\u968e\u6bb5\u65b9\u6cd5\uff08\u7814\u7a76\u3001\u898f\u5283\u3001\u5be6\u4f5c\uff09\u4f86\u5c0d\u6297 AI \u5e36\u4f86\u7684\u7121\u9650\u8907\u96dc\u5ea6\uff0c\u5f37\u8abf\u5728 AI \u6642\u4ee3\uff0c\u601d\u8003\u8207\u7406\u89e3\u624d\u662f\u5de5\u7a0b\u5e2b\u6700\u4e0d\u53ef\u66ff\u4ee3\u7684\u80fd\u529b\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=eIoohUmYpGI<\/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>AI \u7a0b\u5f0f\u78bc\u751f\u6210\u7684\u52a0\u901f\u662f\u771f\u5be6\u7684\uff0c\u4f46\u7406\u89e3\u901f\u5ea6\u8ddf\u4e0d\u4e0a\u751f\u6210\u901f\u5ea6\uff0c\u5f62\u6210\u77e5\u8b58\u9d3b\u6e9d<\/li>\n<li>\u8edf\u9ad4\u8907\u96dc\u5ea6\u5371\u6a5f\u4e0d\u662f\u65b0\u554f\u984c\uff0c\u6bcf\u4e00\u4ee3\u5de5\u7a0b\u5e2b\u90fd\u66fe\u9762\u5c0d\uff0c\u53ea\u662f AI \u8b93\u898f\u6a21\u8b8a\u6210\u7121\u9650<\/li>\n<li>Fred Brooks \u5728 1986 \u5e74\u5c31\u6307\u51fa\uff1a\u6c92\u6709\u9280\u5f48\uff0c\u771f\u6b63\u56f0\u96e3\u7684\u662f\u7406\u89e3\u554f\u984c\u672c\u8eab\u800c\u975e\u6253\u5b57<\/li>\n<li>Rich Hickey \u5340\u5206\u7684\u300cSimple vs Easy\u300d\u662f\u7406\u89e3 AI \u9677\u9631\u7684\u95dc\u9375\u6846\u67b6<\/li>\n<li>AI \u662f\u7d42\u6975\u7684\u300cEasy Button\u300d\uff0c\u8b93\u4eba\u4e0d\u518d\u601d\u8003\u67b6\u69cb\u5c31\u76f4\u63a5\u7522\u51fa\u7a0b\u5f0f\u78bc<\/li>\n<li>AI \u7121\u6cd5\u5340\u5206\u300c\u672c\u8cea\u8907\u96dc\u5ea6\u300d\u8207\u300c\u610f\u5916\u8907\u96dc\u5ea6\u300d\uff0c\u6703\u628a\u6280\u8853\u50b5\u7576\u6210\u6a21\u5f0f\u4fdd\u7559<\/li>\n<li>\u4e09\u968e\u6bb5\u65b9\u6cd5\uff1aResearch \u2192 Plan \u2192 Implement\uff0c\u8b93\u601d\u8003\u6210\u70ba\u4e3b\u8981\u5de5\u4f5c<\/li>\n<li>\u6709\u6642\u5fc5\u9808\u5148\u624b\u52d5\u5b8c\u6210\u4e00\u6b21\u9077\u79fb\uff0c\u624d\u80fd\u5efa\u7acb\u8db3\u5920\u7406\u89e3\u8b93 AI \u63a5\u624b<\/li>\n<li>\u8edf\u9ad4\u662f\u4eba\u985e\u7684\u4e8b\u696d\uff0c\u771f\u6b63\u7684\u96e3\u9ede\u5f9e\u4f86\u4e0d\u662f\u5beb\u7a0b\u5f0f\u78bc\uff0c\u800c\u662f\u77e5\u9053\u8a72\u5beb\u4ec0\u9ebc<\/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\u5766\u767d\uff1a\u6211\u5011\u90fd\u4ea4\u4ed8\u4e86\u4e0d\u7406\u89e3\u7684\u7a0b\u5f0f\u78bc<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Jake Nations \u4ee5\u4e00\u6bb5\u5766\u767d\u958b\u5834\uff1a\u4ed6\u66fe\u7528 AI \u751f\u6210\u7a0b\u5f0f\u78bc\uff0c\u6e2c\u8a66\u901a\u904e\u3001\u90e8\u7f72\u4e0a\u7dda\uff0c\u4f46\u81ea\u5df1\u7121\u6cd5\u89e3\u91cb\u5b83\u662f\u600e\u9ebc\u904b\u4f5c\u7684\u3002\u4ed6\u6253\u8ced\u5728\u5834\u6bcf\u500b\u4eba\u90fd\u505a\u904e\u4e00\u6a23\u7684\u4e8b\u3002\u9019\u6bb5\u5766\u767d\u5f15\u8d77\u4e86\u5168\u5834\u638c\u8072\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ed6\u5728 Netflix \u8ca0\u8cac\u63a8\u52d5 AI \u5de5\u5177\u7684\u63a1\u7528\uff0c\u89aa\u773c\u898b\u8b49\u4e86\u52a0\u901f\u6548\u679c\uff1a\u904e\u53bb\u9700\u8981\u6578\u5929\u7684 backlog \u9805\u76ee\u73fe\u5728\u53ea\u8981\u5e7e\u5c0f\u6642\uff0c\u64f1\u7f6e\u591a\u5e74\u7684\u5927\u578b\u91cd\u69cb\u7d42\u65bc\u5f97\u4ee5\u5b8c\u6210\u3002\u4f46\u4ed6\u4e5f\u770b\u5230\u4e86\u554f\u984c\u7684\u53e6\u4e00\u9762\u2014\u2014\u5927\u578b\u751f\u7522\u7cfb\u7d71\u7e3d\u662f\u4ee5\u610f\u60f3\u4e0d\u5230\u7684\u65b9\u5f0f\u5931\u6557\uff0c\u7576\u5b83\u5011\u5931\u6557\u6642\uff0c\u4f60\u6700\u597d\u80fd\u7406\u89e3\u4f60\u6b63\u5728\u9664\u932f\u7684\u7a0b\u5f0f\u78bc\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[01:48] \u6b77\u53f2\u7684\u5faa\u74b0\uff1a\u8edf\u9ad4\u5371\u6a5f\u4e0d\u662f\u65b0\u9bae\u4e8b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Jake \u56de\u9867\u4e86\u8edf\u9ad4\u5de5\u7a0b\u7684\u6b77\u53f2\uff0c\u6307\u51fa\u6bcf\u4e00\u4ee3\u5de5\u7a0b\u5e2b\u90fd\u66fe\u9762\u5c0d\u8edf\u9ad4\u8907\u96dc\u5ea6\u8d85\u8d8a\u7ba1\u7406\u80fd\u529b\u7684\u6642\u523b\u30021960 \u5e74\u4ee3\u672b\u5230 1970 \u5e74\u4ee3\u521d\uff0c\u4e00\u7fa4\u96fb\u8166\u79d1\u5b78\u5bb6\u805a\u5728\u4e00\u8d77\u5ba3\u544a\u300c\u6211\u5011\u6b63\u8655\u65bc\u8edf\u9ad4\u5371\u6a5f\u300d\u3002Dijkstra \u8aaa\u904e\u4e00\u53e5\u8a71\uff1a\u7576\u6211\u5011\u53ea\u6709\u5e7e\u53f0\u5f31\u5c0f\u7684\u96fb\u8166\u6642\uff0c\u7a0b\u5f0f\u8a2d\u8a08\u53ea\u662f\u500b\u5c0f\u554f\u984c\uff1b\u73fe\u5728\u6211\u5011\u6709\u4e86\u5de8\u578b\u96fb\u8166\uff0c\u7a0b\u5f0f\u8a2d\u8a08\u4e5f\u8b8a\u6210\u4e86\u5de8\u5927\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u5faa\u74b0\u4e0d\u65b7\u91cd\u8907\uff1a70 \u5e74\u4ee3\u7684 C \u8a9e\u8a00\u8b93\u6211\u5011\u80fd\u5beb\u66f4\u5927\u7684\u7cfb\u7d71\uff1b80 \u5e74\u4ee3\u500b\u4eba\u96fb\u8166\u8b93\u6bcf\u500b\u4eba\u90fd\u80fd\u5beb\u7a0b\u5f0f\uff1b90 \u5e74\u4ee3\u7269\u4ef6\u5c0e\u5411\u5e36\u4f86\u4e86\u300c\u7e7c\u627f\u5730\u7344\u300d\uff1b2000 \u5e74\u4ee3\u654f\u6377\u958b\u767c\u548c Scrum\uff1b2010 \u5e74\u4ee3\u96f2\u7aef\u3001\u884c\u52d5\u3001DevOps\u2014\u2014\u8edf\u9ad4\u771f\u7684\u5403\u6389\u4e86\u4e16\u754c\u3002\u800c\u4eca\u5929\uff0c\u6211\u5011\u6709\u4e86 AI\uff1aCopilot\u3001Cursor\u3001Claude\u3001Codex\u3001Gemini\uff0c\u6211\u5011\u80fd\u4ee5\u63cf\u8ff0\u7684\u901f\u5ea6\u751f\u6210\u7a0b\u5f0f\u78bc\u3002\u6a21\u5f0f\u5ef6\u7e8c\u4e86\uff0c\u4f46\u898f\u6a21\u771f\u6b63\u8b8a\u6210\u4e86\u7121\u9650\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[03:25] Fred Brooks \u7684\u300cNo Silver Bullet\u300d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Jake \u5f15\u7528\u4e86 Fred Brooks 1986 \u5e74\u7684\u7d93\u5178\u8ad6\u6587\u300aNo Silver Bullet\u300b\u3002Brooks \u8ad6\u8b49\u4e0d\u6703\u6709\u4efb\u4f55\u55ae\u4e00\u5275\u65b0\u80fd\u8b93\u8edf\u9ad4\u751f\u7522\u529b\u63d0\u5347\u4e00\u500b\u6578\u91cf\u7d1a\u3002\u539f\u56e0\u5728\u65bc\u2014\u2014\u771f\u6b63\u56f0\u96e3\u7684\u90e8\u5206\u5f9e\u4f86\u4e0d\u662f\u7de8\u78bc\u7684\u6a5f\u68b0\u52d5\u4f5c\uff08\u8a9e\u6cd5\u3001\u6253\u5b57\u3001\u6a23\u677f\u7a0b\u5f0f\u78bc\uff09\uff0c\u800c\u662f\u7406\u89e3\u5be6\u969b\u554f\u984c\u4e26\u8a2d\u8a08\u89e3\u6c7a\u65b9\u6848\u3002\u6c92\u6709\u4efb\u4f55\u5de5\u5177\u80fd\u6d88\u9664\u9019\u500b\u6839\u672c\u96e3\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc4\u4eca\u70ba\u6b62\uff0c\u6211\u5011\u5275\u9020\u7684\u6bcf\u4e00\u500b\u5de5\u5177\u548c\u6280\u8853\u90fd\u8b93\u6a5f\u68b0\u52d5\u4f5c\u8b8a\u5f97\u66f4\u5bb9\u6613\uff0c\u4f46\u6838\u5fc3\u6311\u6230\u2014\u2014\u7406\u89e3\u8a72\u5efa\u9020\u4ec0\u9ebc\u3001\u5b83\u61c9\u8a72\u5982\u4f55\u904b\u4f5c\u2014\u2014\u4ecd\u7136\u4e00\u6a23\u56f0\u96e3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[04:22] Simple vs Easy\uff1a\u6211\u5011\u6df7\u6dc6\u7684\u5169\u500b\u8a5e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u554f\u984c\u4e0d\u5728\u6a5f\u68b0\u52d5\u4f5c\u4e0a\uff0c\u70ba\u4ec0\u9ebc\u6211\u5011\u4e00\u76f4\u5728\u70ba\u5b83\u6700\u4f73\u5316\uff1fJake \u5f15\u7528\u4e86 Clojure \u7a0b\u5f0f\u8a9e\u8a00\u5275\u9020\u8005 Rich Hickey \u5728 2011 \u5e74\u7684\u7d93\u5178\u6f14\u8b1b\u300aSimple Made Easy\u300b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rich Hickey \u5b9a\u7fa9\u4e86\u5169\u500b\u95dc\u9375\u6982\u5ff5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Simple\uff08\u7c21\u55ae\uff09<\/strong>\uff1a\u610f\u5473\u8457\u300c\u4e00\u6298\u3001\u4e00\u7e37\u3001\u4e0d\u7cfe\u7e8f\u300d\u3002\u6bcf\u500b\u90e8\u4ef6\u53ea\u505a\u4e00\u4ef6\u4e8b\uff0c\u4e0d\u8207\u5176\u4ed6\u90e8\u4ef6\u4ea4\u7e54\u3002\u7c21\u55ae\u95dc\u4e4e\u7684\u662f<strong>\u7d50\u69cb<\/strong>\u3002<\/li>\n<li><strong>Easy\uff08\u5bb9\u6613\uff09<\/strong>\uff1a\u610f\u5473\u8457\u300c\u9130\u8fd1\u7684\u300d\u3002\u89f8\u624b\u53ef\u53ca\u7684\u6771\u897f\uff0c\u4e0d\u8cbb\u529b\u5c31\u80fd\u4f7f\u7528\u3002\u8907\u88fd\u3001\u8cbc\u4e0a\u3001\u4ea4\u4ed8\u3002\u5bb9\u6613\u95dc\u4e4e\u7684\u662f<strong>\u63a5\u8fd1\u6027<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u7121\u6cd5\u9760\u8a31\u9858\u8b93\u4e8b\u7269\u8b8a\u7c21\u55ae\u2014\u2014\u7c21\u55ae\u9700\u8981\u601d\u8003\u3001\u8a2d\u8a08\u548c\u89e3\u7cfe\u7e8f\u3002\u4f46\u6211\u5011\u7e3d\u662f\u80fd\u8b93\u4e8b\u7269\u8b8a\u5f97\u66f4\u5bb9\u6613\u2014\u2014\u53ea\u8981\u628a\u5b83\u653e\u5f97\u66f4\u8fd1\uff1a\u5b89\u88dd\u4e00\u500b\u5957\u4ef6\u3001\u7528 AI \u751f\u6210\u3001\u5f9e Stack Overflow \u8907\u88fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u6b21\u6211\u5011\u9078\u64c7\u300c\u5bb9\u6613\u300d\uff0c\u6211\u5011\u9078\u64c7\u7684\u662f\u73fe\u5728\u7684\u901f\u5ea6\u3001\u4e4b\u5f8c\u7684\u8907\u96dc\u5ea6\u3002\u4ee5\u524d\u9019\u500b\u53d6\u6368\u662f\u53ef\u63a7\u7684\uff0c\u56e0\u70ba\u8907\u96dc\u5ea6\u7d2f\u7a4d\u5f97\u5920\u6162\uff0c\u6211\u5011\u6709\u6642\u9593\u91cd\u69cb\u3002\u4f46 AI \u6467\u6bc0\u4e86\u9019\u500b\u5e73\u8861\u2014\u2014\u5b83\u662f\u7d42\u6975\u7684\u300cEasy Button\u300d\uff0c\u8b93\u5bb9\u6613\u7684\u8def\u5f91\u5982\u6b64\u7121\u6469\u64e6\uff0c\u6211\u5011\u751a\u81f3\u4e0d\u518d\u8003\u616e\u7c21\u55ae\u7684\u90a3\u689d\u8def\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[06:10] \u793a\u7bc4\uff1a\u4e00\u500b\u7c21\u55ae\u4efb\u52d9\u5982\u4f55\u6f14\u8b8a\u6210\u8907\u96dc\u7684\u6df7\u4e82<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Jake \u7528\u4e00\u500b\u865b\u69cb\u7684\u4f8b\u5b50\u793a\u7bc4\u4e86\u9019\u500b\u904e\u7a0b\u3002\u5f9e\u4e00\u500b\u7c21\u55ae\u7684\u61c9\u7528\u958b\u59cb\uff0c\u4f60\u8981\u6c42 AI \u52a0\u4e0a\u8a8d\u8b49\u529f\u80fd\uff0c\u5f97\u5230\u4e00\u500b\u4e7e\u6de8\u7684 auth.js \u6a94\u6848\u3002\u63a5\u8457\u8fed\u4ee3\u5e7e\u6b21\u3001\u52a0\u4e0a OAuth\uff0c\u7136\u5f8c\u767c\u73fe session \u58de\u4e86\u3001\u51fa\u73fe\u885d\u7a81\u3002\u5230\u4e86\u7b2c 20 \u8f2a\u5c0d\u8a71\uff0c\u4f60\u5df2\u7d93\u4e0d\u662f\u5728\u8a0e\u8ad6\u4e86\uff0c\u800c\u662f\u5728\u7ba1\u7406\u4e00\u500b\u8907\u96dc\u5230\u9023\u81ea\u5df1\u90fd\u4e0d\u8a18\u5f97\u6240\u6709\u9650\u5236\u689d\u4ef6\u7684 context\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u907a\u7559\u4e0b\u4f86\u7684\u662f\uff1a\u88ab\u653e\u68c4\u7684\u65b9\u6cd5\u7559\u4e0b\u7684\u6b7b\u7a0b\u5f0f\u78bc\u3001\u9760\u8457\u300c\u8b93\u6e2c\u8a66\u901a\u904e\u5c31\u597d\u300d\u4fee\u5fa9\u7684\u6e2c\u8a66\u3001\u4e09\u500b\u4e0d\u540c\u89e3\u6c7a\u65b9\u6848\u7684\u788e\u7247\u3002\u6bcf\u4e00\u689d\u65b0\u6307\u4ee4\u90fd\u5728\u8986\u5beb\u67b6\u69cb\u6a21\u5f0f\u3002AI \u5c0d\u7cdf\u7cd5\u7684\u67b6\u69cb\u6c7a\u7b56\u6beb\u7121\u62b5\u6297\u2014\u2014\u7a0b\u5f0f\u78bc\u53ea\u662f\u4e0d\u65b7\u8b8a\u5f62\u4f86\u6eff\u8db3\u4f60\u6700\u65b0\u7684\u8981\u6c42\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[07:41] \u672c\u8cea\u8907\u96dc\u5ea6 vs \u610f\u5916\u8907\u96dc\u5ea6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56de\u5230 Fred Brooks \u7684\u8ad6\u6587\uff0cJake \u89e3\u91cb\u4e86\u5169\u7a2e\u8907\u96dc\u5ea6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u672c\u8cea\u8907\u96dc\u5ea6\uff08Essential Complexity\uff09<\/strong>\uff1a\u4f60\u8a66\u5716\u89e3\u6c7a\u7684\u5be6\u969b\u554f\u984c\u7684\u6839\u672c\u96e3\u5ea6\u3002\u7528\u6236\u9700\u8981\u4ed8\u6b3e\u3001\u8a02\u55ae\u5fc5\u9808\u88ab\u5c65\u884c\u2014\u2014\u9019\u662f\u4f60\u7684\u8edf\u9ad4\u7cfb\u7d71\u5b58\u5728\u7684\u539f\u56e0\u3002<\/li>\n<li><strong>\u610f\u5916\u8907\u96dc\u5ea6\uff08Accidental Complexity\uff09<\/strong>\uff1a\u6211\u5011\u4e00\u8def\u4e0a\u6dfb\u52a0\u7684\u5176\u4ed6\u4e00\u5207\u3002\u7e5e\u8def\u65b9\u6848\u3001\u9632\u79a6\u6027\u7a0b\u5f0f\u78bc\u3001\u66fe\u7d93\u6709\u9053\u7406\u7684\u6846\u67b6\u548c\u62bd\u8c61\u5c64\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u771f\u5be6\u7684\u7a0b\u5f0f\u78bc\u5eab\u4e2d\uff0c\u9019\u5169\u7a2e\u8907\u96dc\u5ea6\u7121\u8655\u4e0d\u5728\u4e14\u7cfe\u7e8f\u5728\u4e00\u8d77\uff0c\u5206\u96e2\u5b83\u5011\u9700\u8981 context\u3001\u6b77\u53f2\u548c\u7d93\u9a57\u3002\u4f46 AI \u751f\u6210\u7684\u7a0b\u5f0f\u78bc\u4e0d\u505a\u9019\u6a23\u7684\u5340\u5206\u2014\u2014\u6bcf\u4e00\u500b\u6a21\u5f0f\u90fd\u88ab\u540c\u6a23\u4fdd\u7559\u3002\u6280\u8853\u50b5\u4e0d\u6703\u88ab\u8b58\u5225\u70ba\u50b5\u52d9\uff0c\u5b83\u53ea\u662f\u66f4\u591a\u7684\u7a0b\u5f0f\u78bc\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[08:30] Netflix \u7684\u771f\u5be6\u6848\u4f8b\uff1a\u6388\u6b0a\u91cd\u69cb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Jake \u5206\u4eab\u4e86\u4e00\u500b Netflix \u7684\u771f\u5be6\u6848\u4f8b\u3002\u4ed6\u5011\u6709\u4e00\u500b\u62bd\u8c61\u5c64\u4ecb\u65bc\u820a\u7684\u6388\u6b0a\u7a0b\u5f0f\u78bc\u548c\u65b0\u7684\u96c6\u4e2d\u5f0f\u6388\u6b0a\u7cfb\u7d71\u4e4b\u9593\u2014\u2014\u4e00\u500b\u4e94\u5e74\u524d\u5beb\u7684 shim\u3002\u73fe\u5728\u6709\u4e86 AI\uff0c\u7406\u61c9\u662f\u91cd\u69cb\u7684\u597d\u6642\u6a5f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d50\u679c\u5462\uff1f\u820a\u7a0b\u5f0f\u78bc\u8207\u6388\u6b0a\u6a21\u5f0f\u7dca\u5bc6\u8026\u5408\uff1a\u6b0a\u9650\u6aa2\u67e5\u7a7f\u63d2\u5728\u696d\u52d9\u908f\u8f2f\u4e2d\u3001\u89d2\u8272\u5047\u8a2d\u70d8\u7119\u5728\u8cc7\u6599\u6a21\u578b\u88e1\u3001\u6388\u6b0a\u547c\u53eb\u6563\u5e03\u5728\u6578\u767e\u500b\u6a94\u6848\u4e2d\u3002AI \u4ee3\u7406\u958b\u59cb\u91cd\u69cb\uff0c\u8655\u7406\u4e86\u5e7e\u500b\u6a94\u6848\u5f8c\u5c31\u78b0\u5230\u7121\u6cd5\u89e3\u958b\u7684\u4f9d\u8cf4\u95dc\u4fc2\uff0c\u8981\u4e0d\u662f\u5931\u63a7\u653e\u68c4\uff0c\u5c31\u662f\u66f4\u7cdf\u2014\u2014\u8a66\u5716\u7528\u65b0\u7cfb\u7d71\u91cd\u5efa\u820a\u7cfb\u7d71\u7684\u908f\u8f2f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u770b\u4e0d\u5230\u63a5\u7e2b\u3002\u5b83\u7121\u6cd5\u8fa8\u8b58\u696d\u52d9\u908f\u8f2f\u5728\u54ea\u88e1\u7d50\u675f\u3001\u6388\u6b0a\u908f\u8f2f\u5728\u54ea\u88e1\u958b\u59cb\u3002\u7576\u610f\u5916\u8907\u96dc\u5ea6\u7cfe\u7e8f\u5230\u9019\u7a2e\u7a0b\u5ea6\uff0cAI \u4e0d\u662f\u6700\u597d\u7684\u5e6b\u624b\uff0c\u5b83\u53ea\u6703\u5728\u4e0a\u9762\u518d\u52a0\u66f4\u591a\u5c64\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[10:27] Context Compression\uff1a\u4e09\u968e\u6bb5\u65b9\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Jake \u4ecb\u7d39\u4e86\u4ed6\u7684\u65b9\u6cd5\uff0c\u4ed6\u7a31\u4e4b\u70ba\u300cContext Compression\u300d\uff08\u4e5f\u88ab\u7a31\u70ba Context Engineering \u6216 Spec-Driven Development\uff09\u3002\u6838\u5fc3\u7406\u5ff5\u662f\uff1a<strong>\u601d\u8003\u548c\u898f\u5283\u6210\u70ba\u5de5\u4f5c\u7684\u4e3b\u9ad4<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Netflix \u7684\u4e3b\u8981\u7a0b\u5f0f\u78bc\u5eab\u6709\u7d04\u4e00\u767e\u842c\u884c Java\uff0c\u4e3b\u670d\u52d9\u5927\u7d04\u4e94\u767e\u842c tokens\u2014\u2014\u6c92\u6709\u4efb\u4f55 context window \u80fd\u88dd\u4e0b\u3002\u4ed6\u4e00\u958b\u59cb\u8a66\u8457\u628a\u5927\u91cf\u7a0b\u5f0f\u78bc\u585e\u9032 context\uff0c\u4f46\u8f38\u51fa\u540c\u6a23\u8ff7\u5931\u5728\u81ea\u8eab\u7684\u8907\u96dc\u5ea6\u4e2d\u3002\u65bc\u662f\u4ed6\u88ab\u8feb\u505a\u4e0d\u4e00\u6a23\u7684\u4e8b\uff1a\u7cbe\u5fc3\u9078\u64c7\u8981\u7d0d\u5165\u7684\u5167\u5bb9\u2014\u2014\u8a2d\u8a08\u6587\u4ef6\u3001\u67b6\u69cb\u5716\u3001\u95dc\u9375\u4ecb\u9762\uff0c\u4e26\u82b1\u6642\u9593\u5beb\u51fa\u5143\u4ef6\u61c9\u5982\u4f55\u4e92\u52d5\u7684\u9700\u6c42\u3002\u4e94\u767e\u842c tokens \u88ab\u58d3\u7e2e\u6210 2,000 \u5b57\u7684\u898f\u683c\u8aaa\u660e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[11:10] \u7b2c\u4e00\u968e\u6bb5\uff1aResearch\uff08\u7814\u7a76\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u6240\u6709\u76f8\u95dc\u8cc7\u8a0a\u524d\u7f6e\u63d0\u4f9b\u7d66 AI\uff1a\u67b6\u69cb\u5716\u3001\u6587\u4ef6\u3001Slack \u8a0e\u8ad6\u4e32\u3002\u7136\u5f8c\u7528\u4ee3\u7406\u5206\u6790\u7a0b\u5f0f\u78bc\u5eab\uff0c\u6620\u5c04\u51fa\u5143\u4ef6\u548c\u4f9d\u8cf4\u95dc\u4fc2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e0d\u61c9\u8a72\u662f\u4e00\u6b21\u6027\u7684\u904e\u7a0b\u3002Jake \u6703\u6301\u7e8c\u8ffd\u554f\uff1a\u5feb\u53d6\u600e\u9ebc\u8655\u7406\uff1f\u6545\u969c\u6642\u600e\u9ebc\u8fa6\uff1f\u7576 AI \u7684\u5206\u6790\u6709\u8aa4\uff0c\u4ed6\u6703\u7cfe\u6b63\uff1b\u7576\u7f3a\u5c11 context\uff0c\u4ed6\u6703\u88dc\u5145\u3002\u6bcf\u6b21\u8fed\u4ee3\u90fd\u5728\u7cbe\u7149\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f38\u51fa\u662f\u4e00\u4efd\u55ae\u4e00\u7684\u7814\u7a76\u6587\u4ef6\uff1a\u9019\u88e1\u6709\u4ec0\u9ebc\u3001\u4ec0\u9ebc\u9023\u63a5\u5230\u4ec0\u9ebc\u3001\u4f60\u7684\u8b8a\u66f4\u6703\u5f71\u97ff\u4ec0\u9ebc\u3002\u6578\u5c0f\u6642\u7684\u63a2\u7d22\u88ab\u58d3\u7e2e\u6210\u5e7e\u5206\u9418\u7684\u95b1\u8b80\u3002\u9019\u88e1\u7684<strong>\u4eba\u5de5\u6aa2\u67e5\u9ede\u81f3\u95dc\u91cd\u8981<\/strong>\u2014\u2014\u9019\u662f\u4f60\u5728\u9019\u88e1\u6293\u4f4f\u932f\u8aa4\u3001\u9810\u9632\u5f8c\u7e8c\u707d\u96e3\u7684\u6700\u9ad8\u69d3\u687f\u6642\u523b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[12:19] \u7b2c\u4e8c\u968e\u6bb5\uff1aPlan\uff08\u898f\u5283\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u65bc\u9a57\u8b49\u904e\u7684\u7814\u7a76\uff0c\u5275\u5efa\u8a73\u7d30\u7684\u5be6\u4f5c\u8a08\u756b\uff1a\u771f\u6b63\u7684\u7a0b\u5f0f\u78bc\u7d50\u69cb\u3001\u51fd\u5f0f\u7c3d\u540d\u3001\u578b\u5225\u5b9a\u7fa9\u3001\u8cc7\u6599\u6d41\u5411\u3002\u9019\u500b\u8a08\u756b\u8981\u8a73\u7d30\u5230\u4efb\u4f55\u958b\u767c\u8005\u90fd\u80fd\u7167\u505a\u2014\u2014\u5c31\u50cf\u6309\u6578\u5b57\u586b\u8272\u4e00\u6a23\uff0c\u4ea4\u7d66\u6700\u8cc7\u6dfa\u7684\u5de5\u7a0b\u5e2b\uff0c\u9010\u884c\u7167\u505a\u5c31\u80fd\u904b\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e00\u6b65\u662f\u505a\u51fa\u91cd\u8981\u67b6\u69cb\u6c7a\u7b56\u7684\u5730\u65b9\uff1a\u78ba\u4fdd\u8907\u96dc\u908f\u8f2f\u6b63\u78ba\u3001\u696d\u52d9\u9700\u6c42\u9075\u5faa\u597d\u7684\u5be6\u8e10\u3001\u670d\u52d9\u908a\u754c\u6e05\u6670\u3001\u9632\u6b62\u4e0d\u5fc5\u8981\u7684\u8026\u5408\u3002\u6211\u5011\u80fd\u5728\u554f\u984c\u767c\u751f\u524d\u767c\u73fe\u5b83\u5011\uff0c\u56e0\u70ba\u6211\u5011\u7d93\u6b77\u904e\u5b83\u5011\u3002AI \u6c92\u6709\u9019\u500b\u9078\u9805\u2014\u2014\u5b83\u628a\u6bcf\u500b\u6a21\u5f0f\u90fd\u7576\u6210\u9700\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u795e\u5947\u7684\u662f\u5be9\u67e5\u901f\u5ea6\uff1a\u6211\u5011\u80fd\u5728\u5e7e\u5206\u9418\u5167\u9a57\u8b49\u8a08\u756b\uff0c\u78ba\u5207\u77e5\u9053\u5c07\u8981\u5efa\u9020\u4ec0\u9ebc\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[13:17] \u7b2c\u4e09\u968e\u6bb5\uff1aImplement\uff08\u5be6\u4f5c\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6709\u4e86\u6e05\u6670\u7684\u8a08\u756b\u548c\u7d93\u904e\u9a57\u8b49\u7684\u7814\u7a76\uff0c\u5be6\u4f5c\u968e\u6bb5\u61c9\u8a72\u76f8\u7576\u7c21\u55ae\u2014\u2014\u9019\u6b63\u662f\u91cd\u9ede\u3002\u7576 AI \u6709\u6e05\u6670\u7684\u898f\u683c\u53ef\u9075\u5faa\uff0ccontext \u4fdd\u6301\u4e7e\u6de8\u548c\u805a\u7126\u3002\u6211\u5011\u9632\u6b62\u4e86\u9577\u5c0d\u8a71\u7684\u8907\u96dc\u5ea6\u87ba\u65cb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8207\u5176 50 \u689d\u8a0a\u606f\u7684\u6f14\u5316\u5f0f\u7a0b\u5f0f\u78bc\uff0c\u6211\u5011\u6709\u4e09\u500b\u805a\u7126\u7684\u8f38\u51fa\uff0c\u6bcf\u500b\u5728\u9032\u5165\u4e0b\u4e00\u6b65\u524d\u90fd\u7d93\u904e\u9a57\u8b49\u3002\u6c92\u6709\u88ab\u653e\u68c4\u7684\u65b9\u6cd5\u3001\u6c92\u6709\u885d\u7a81\u7684\u6a21\u5f0f\u3001\u6c92\u6709\u7559\u4e0b\u6b7b\u7a0b\u5f0f\u78bc\u7684\u300c\u7b49\u7b49\uff0c\u5176\u5be6&#8230;\u300d\u6642\u523b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u7684\u56de\u5831\u662f\u53ef\u4ee5\u7528\u80cc\u666f\u4ee3\u7406\u57f7\u884c\u5be6\u4f5c\u2014\u2014\u56e0\u70ba\u4f60\u5df2\u7d93\u63d0\u524d\u5b8c\u6210\u4e86\u6240\u6709\u601d\u8003\u548c\u56f0\u96e3\u7684\u5de5\u4f5c\u3002\u5b83\u53ef\u4ee5\u958b\u59cb\u5be6\u4f5c\uff0c\u4f60\u53bb\u505a\u5225\u7684\u4e8b\uff0c\u56de\u4f86\u5be9\u67e5\u6642\u53ea\u9700\u8981\u9a57\u8b49\u5b83\u662f\u5426\u7b26\u5408\u4f60\u7684\u8a08\u756b\uff0c\u800c\u4e0d\u662f\u8a66\u5716\u7406\u89e3\u5b83\u662f\u5426\u767c\u660e\u4e86\u4ec0\u9ebc\u65b0\u6771\u897f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[14:45] \u56de\u5230\u6388\u6b0a\u91cd\u69cb\uff1a\u624b\u52d5\u9077\u79fb\u7684\u5fc5\u8981\u6027<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56de\u5230\u90a3\u500b AI \u8655\u7406\u4e0d\u4e86\u7684\u6388\u6b0a\u91cd\u69cb\u3002Jake \u7684\u5718\u968a\u767c\u73fe\u4ed6\u5011\u751a\u81f3\u4e0d\u80fd\u76f4\u63a5\u8df3\u5165\u7814\u7a76\u3001\u898f\u5283\u3001\u5be6\u4f5c\u7684\u6d41\u7a0b\u3002\u4ed6\u5011\u5fc5\u9808\u5148<strong>\u89aa\u624b\u5b8c\u6210\u4e00\u6b21\u9077\u79fb<\/strong>\u2014\u2014\u6c92\u6709 AI\uff0c\u53ea\u6709\u95b1\u8b80\u7a0b\u5f0f\u78bc\u3001\u7406\u89e3\u4f9d\u8cf4\u95dc\u4fc2\u3001\u505a\u51fa\u6539\u52d5\u770b\u4ec0\u9ebc\u6703\u58de\u6389\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6b21\u624b\u52d5\u9077\u79fb\u5f88\u75db\u82e6\uff0c\u4f46\u81f3\u95dc\u91cd\u8981\u3002\u5b83\u63ed\u793a\u4e86\u6240\u6709\u96b1\u85cf\u7684\u9650\u5236\u689d\u4ef6\uff1a\u54ea\u4e9b\u4e0d\u8b8a\u91cf\u5fc5\u9808\u4fdd\u6301\u70ba\u771f\u3001\u54ea\u4e9b\u670d\u52d9\u6703\u5728\u6388\u6b0a\u6539\u8b8a\u6642\u5d29\u6f70\u2014\u2014\u9019\u4e9b\u662f\u518d\u591a\u7684\u7a0b\u5f0f\u78bc\u5206\u6790\u90fd\u7121\u6cd5\u6d6e\u73fe\u7684\u6771\u897f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u5f8c\u4ed6\u5011\u628a\u9019\u500b\u624b\u52d5\u9077\u79fb\u7684 Pull Request \u9935\u5165\u7814\u7a76\u6d41\u7a0b\uff0c\u4f5c\u70ba\u5f8c\u7e8c\u7814\u7a76\u7684\u7a2e\u5b50\u3002AI \u7d42\u65bc\u80fd\u770b\u5230\u4e00\u500b\u4e7e\u6de8\u7684\u9077\u79fb\u9577\u4ec0\u9ebc\u6a23\u3002\u5373\u4fbf\u5982\u6b64\uff0c\u6bcf\u500b\u5be6\u9ad4\u90fd\u7565\u6709\u4e0d\u540c\uff0c\u4ecd\u7136\u9700\u8981\u4e0d\u65b7\u8ffd\u554f\u548c\u63d0\u4f9b\u984d\u5916 context\u3002\u4e09\u968e\u6bb5\u65b9\u6cd5\u4e0d\u662f\u9b54\u6cd5\u2014\u2014\u5b83\u4e4b\u6240\u4ee5\u80fd\u904b\u4f5c\uff0c\u662f\u56e0\u70ba\u4ed6\u5011\u5148\u624b\u52d5\u5b8c\u6210\u4e86\u4e00\u6b21\u9077\u79fb\uff0c\u5728\u80fd\u628a\u7406\u89e3\u7de8\u78bc\u9032\u6d41\u7a0b\u4e4b\u524d\uff0c\u5fc5\u9808\u5148\u8d0f\u5f97\u90a3\u4efd\u7406\u89e3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[16:02] \u4e0d\u5b58\u5728\u9280\u5f48<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Jake \u8a8d\u70ba\u4e0d\u5b58\u5728\u9280\u5f48\u2014\u2014\u4e0d\u662f\u66f4\u597d\u7684 prompt\u3001\u66f4\u597d\u7684\u6a21\u578b\uff0c\u751a\u81f3\u4e0d\u662f\u5beb\u66f4\u597d\u7684 spec\u3002\u771f\u6b63\u5fc5\u8981\u7684\u5de5\u4f5c\u662f\u6df1\u5165\u7406\u89e3\u4f60\u7684\u7cfb\u7d71\uff0c\u6df1\u5230\u4f60\u80fd\u5b89\u5168\u5730\u5c0d\u5b83\u505a\u51fa\u6539\u8b8a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5b83\u80fd\u7528\u300d\u662f\u4e0d\u5920\u7684\u3002\u901a\u904e\u6e2c\u8a66\u7684\u7a0b\u5f0f\u78bc\u548c\u80fd\u5728\u751f\u7522\u74b0\u5883\u5b58\u6d3b\u7684\u7a0b\u5f0f\u78bc\u4e4b\u9593\u6709\u5dee\u8ddd\u3002\u4eca\u5929\u80fd\u904b\u4f5c\u7684\u7cfb\u7d71\u548c\u672a\u4f86\u5225\u4eba\u80fd\u4fee\u6539\u7684\u7cfb\u7d71\u4e4b\u9593\u6709\u5dee\u8ddd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[16:37] \u77e5\u8b58\u9d3b\u6e9d\u8207\u80fd\u529b\u840e\u7e2e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576 AI \u80fd\u5728\u5e7e\u79d2\u5167\u751f\u6210\u6578\u5343\u884c\u7a0b\u5f0f\u78bc\uff0c\u7406\u89e3\u5b83\u53ef\u80fd\u9700\u8981\u6578\u5c0f\u6642\uff0c\u751a\u81f3\u6578\u5929\u3002\u66f4\u4ee4\u4eba\u64d4\u6182\u7684\u662f\u2014\u2014\u6bcf\u6b21\u6211\u5011\u8df3\u904e\u601d\u8003\u4f86\u8ddf\u4e0a\u751f\u6210\u901f\u5ea6\uff0c\u6211\u5011\u4e0d\u53ea\u662f\u5728\u6dfb\u52a0\u4e0d\u7406\u89e3\u7684\u7a0b\u5f0f\u78bc\uff0c\u6211\u5011\u6b63\u5728\u5931\u53bb\u8fa8\u8b58\u554f\u984c\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90a3\u7a2e\u300c\u563f\uff0c\u9019\u6b63\u5728\u8b8a\u5f97\u8907\u96dc\u300d\u7684\u76f4\u89ba\uff0c\u5728\u4f60\u4e0d\u7406\u89e3\u81ea\u5df1\u7684\u7cfb\u7d71\u6642\u6703\u840e\u7e2e\u3002\u6a21\u5f0f\u8fa8\u8b58\u4f86\u81ea\u7d93\u9a57\u2014\u2014Jake \u80fd\u8b58\u5225\u5371\u96aa\u7684\u67b6\u69cb\uff0c\u662f\u56e0\u70ba\u4ed6\u662f\u90a3\u500b\u51cc\u6668\u4e09\u9ede\u8d77\u4f86\u8655\u7406\u554f\u984c\u7684\u4eba\uff1b\u4ed6\u63a8\u52d5\u66f4\u7c21\u55ae\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u662f\u56e0\u70ba\u4ed6\u7dad\u8b77\u904e\u5225\u4eba\u7559\u4e0b\u7684\u66ff\u4ee3\u65b9\u6848\u3002AI \u751f\u6210\u4f60\u8981\u6c42\u7684\u6771\u897f\uff0c\u4f46\u5b83\u4e0d\u7de8\u78bc\u904e\u53bb\u5931\u6557\u7684\u6559\u8a13\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">[17:27] \u7d50\u8a9e\uff1a\u8edf\u9ad4\u662f\u4eba\u985e\u7684\u4e8b\u696d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u6539\u8b8a\u4e86\u6211\u5011\u5beb\u7a0b\u5f0f\u78bc\u7684\u4e00\u5207\u65b9\u5f0f\uff0c\u4f46\u5b83\u6c92\u6709\u6539\u8b8a\u8edf\u9ad4\u672c\u8eab\u70ba\u4ec0\u9ebc\u6703\u5931\u6557\u7684\u4efb\u4f55\u539f\u56e0\u3002\u6bcf\u4e00\u4ee3\u4eba\u90fd\u9762\u5c0d\u904e\u81ea\u5df1\u7684\u8edf\u9ad4\u5371\u6a5f\uff1aDijkstra \u90a3\u4e00\u4ee3\u7528\u5275\u9020\u8edf\u9ad4\u5de5\u7a0b\u9019\u9580\u5b78\u79d1\u4f86\u61c9\u5c0d\uff0c\u800c\u6211\u5011\u9762\u5c0d\u7684\u662f\u7121\u9650\u7a0b\u5f0f\u78bc\u751f\u6210\u7684\u5371\u6a5f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Jake \u4e0d\u8a8d\u70ba\u89e3\u6c7a\u65b9\u6848\u662f\u53e6\u4e00\u500b\u5de5\u5177\u6216\u65b9\u6cd5\u8ad6\u3002\u800c\u662f\u8a18\u4f4f\u6211\u5011\u4e00\u76f4\u90fd\u77e5\u9053\u7684\u4e8b\uff1a<strong>\u8edf\u9ad4\u662f\u4eba\u985e\u7684\u4e8b\u696d\u3002\u56f0\u96e3\u7684\u90e8\u5206\u5f9e\u4f86\u4e0d\u662f\u6253\u5b57\u5beb\u7a0b\u5f0f\u78bc\uff0c\u800c\u662f\u77e5\u9053\u8a72\u5beb\u4ec0\u9ebc\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u80fd\u84ec\u52c3\u767c\u5c55\u7684\u958b\u767c\u8005\u4e0d\u53ea\u662f\u751f\u6210\u6700\u591a\u7a0b\u5f0f\u78bc\u7684\u4eba\uff0c\u800c\u662f\u90a3\u4e9b\u7406\u89e3\u81ea\u5df1\u5728\u5efa\u9020\u4ec0\u9ebc\u7684\u4eba\u2014\u2014\u90a3\u4e9b\u4ecd\u7136\u80fd\u770b\u5230\u63a5\u7e2b\u3001\u80fd\u8fa8\u8a8d\u51fa\u81ea\u5df1\u5728\u89e3\u6c7a\u932f\u8aa4\u554f\u984c\u7684\u4eba\u3002\u90a3\u4ecd\u7136\u662f\u6211\u5011\uff0c\u4e5f\u53ea\u80fd\u662f\u6211\u5011\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ed6\u6700\u5f8c\u7559\u4e0b\u4e00\u500b\u554f\u984c\uff1a\u554f\u984c\u4e0d\u662f\u6211\u5011\u662f\u5426\u6703\u4f7f\u7528 AI\u2014\u2014\u90a3\u5df2\u6210\u5b9a\u5c40\u3002\u554f\u984c\u662f\uff1a<strong>\u7576 AI \u5728\u64b0\u5beb\u6211\u5011\u5927\u90e8\u5206\u7a0b\u5f0f\u78bc\u6642\uff0c\u6211\u5011\u662f\u5426\u4ecd\u7136\u80fd\u7406\u89e3\u81ea\u5df1\u7684\u7cfb\u7d71\uff1f<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6211\u7684\u60f3\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u5834\u6f14\u8b1b\u6700\u6709\u50f9\u503c\u7684\u89c0\u9ede\u4e0d\u662f\u300cAI \u4e0d\u597d\u300d\u6216\u300c\u4e0d\u8981\u7528 AI\u300d\uff0c\u800c\u662f\u7cbe\u6e96\u5730\u6307\u51fa\u4e86\u554f\u984c\u6240\u5728\uff1a\u6211\u5011\u6df7\u6dc6\u4e86\u300c\u5bb9\u6613\u300d\u548c\u300c\u7c21\u55ae\u300d\u3002Rich Hickey \u7684 Simple vs Easy \u6846\u67b6\u5728 2011 \u5e74\u7528\u4f86\u6279\u8a55\u6846\u67b6\u81a8\u8139\uff0c\u653e\u5230 AI \u6642\u4ee3\u7adf\u7136\u66f4\u52a0\u8cbc\u5207\u3002AI \u628a\u300c\u5bb9\u6613\u300d\u63a8\u5230\u4e86\u908f\u8f2f\u6975\u9650\u2014\u2014\u751f\u6210\u7a0b\u5f0f\u78bc\u7684\u6469\u64e6\u8da8\u8fd1\u65bc\u96f6\uff0c\u4f46\u7a0b\u5f0f\u78bc\u7684\u8907\u96dc\u5ea6\u4e0d\u6703\u81ea\u52d5\u8da8\u8fd1\u65bc\u96f6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u968e\u6bb5\u65b9\u6cd5\uff08Research \u2192 Plan \u2192 Implement\uff09\u672c\u8cea\u4e0a\u5c31\u662f\u5728 AI \u5de5\u4f5c\u6d41\u4e2d\u91cd\u65b0\u5f15\u5165\u300c\u601d\u8003\u300d\u9019\u500b\u6b65\u9a5f\u3002\u9019\u548c Context Engineering \u7684\u7406\u5ff5\u5b8c\u5168\u4e00\u81f4\u2014\u2014\u8207\u5176\u8b93 AI \u5728\u9f90\u5927\u7684\u7a0b\u5f0f\u78bc\u5eab\u4e2d\u76f2\u76ee\u6478\u7d22\uff0c\u4e0d\u5982\u5148\u7531\u4eba\u985e\u58d3\u7e2e context\u3001\u5b9a\u7fa9\u908a\u754c\uff0c\u518d\u8b93 AI \u5728\u6e05\u6670\u7684\u6846\u67b6\u5167\u57f7\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Netflix \u6388\u6b0a\u91cd\u69cb\u7684\u6848\u4f8b\u7279\u5225\u6709\u555f\u767c\u6027\uff1a\u5373\u4f7f\u6709\u4e86\u65b9\u6cd5\u8ad6\uff0c\u6709\u4e9b\u5de5\u4f5c\u5fc5\u9808\u5148\u624b\u52d5\u5b8c\u6210\u4e00\u6b21\u3002\u9019\u63d0\u9192\u6211\u5011\uff0cAI \u8f14\u52a9\u958b\u767c\u4e0d\u662f\u5f9e\u96f6\u958b\u59cb\u7684\u9b54\u6cd5\uff0c\u800c\u662f\u5efa\u7acb\u5728\u4eba\u985e\u7406\u89e3\u4e4b\u4e0a\u7684\u52a0\u901f\u5668\u3002\u4f60\u5fc5\u9808\u5148\u300c\u8d0f\u5f97\u300d\u90a3\u4efd\u7406\u89e3\uff0cAI \u624d\u80fd\u6709\u6548\u5730\u5e6b\u52a9\u4f60\u64f4\u5c55\u5b83\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u65e5\u5e38\u958b\u767c\u8005\u7684\u5be6\u969b\u5efa\u8b70\u662f\uff1a\u4e0d\u8981\u5728 AI \u5c0d\u8a71\u4e2d\u8fed\u4ee3 20 \u8f2a\u4f86\u89e3\u6c7a\u554f\u984c\u3002\u505c\u4e0b\u4f86\uff0c\u82b1\u6642\u9593\u5beb\u4e00\u4efd\u898f\u683c\u8aaa\u660e\uff0c\u7136\u5f8c\u8b93 AI \u6309\u7167\u898f\u683c\u57f7\u884c\u3002\u524d\u671f\u591a\u82b1\u7684\u601d\u8003\u6642\u9593\uff0c\u6703\u5728\u5f8c\u671f\u7701\u4e0b\u5341\u500d\u7684\u9664\u932f\u6642\u9593\u3002<\/p>\n\n    \n\n<div id=\"quiz-9ffb3b40\">\n<style>\n#quiz-9ffb3b40 .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-9ffb3b40 .badge.scenario {\n        background: #ebf8ff;\n        color: #2b6cb0;\n      }#quiz-9ffb3b40 .badge.debug {\n        background: #fef3c7;\n        color: #92400e;\n      }#quiz-9ffb3b40 .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-9ffb3b40 .question-adv h3 {\n        margin-top: 0;\n        color: #2d3748;\n      }#quiz-9ffb3b40 .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-9ffb3b40 .options-adv {\n        list-style: none;\n        padding: 0;\n      }#quiz-9ffb3b40 .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-9ffb3b40 .options-adv li:hover:not(.disabled) {\n        border-color: #ed8936;\n        background: #fffaf0;\n      }#quiz-9ffb3b40 .options-adv li.disabled {\n        cursor: default;\n        opacity: 0.7;\n      }#quiz-9ffb3b40 .options-adv li.show-answer {\n        border-color: #48bb78;\n        background: #f0fff4;\n      }#quiz-9ffb3b40 .options-adv li.wrong {\n        border-color: #fc8181;\n        background: #fff5f5;\n      }#quiz-9ffb3b40 .feedback-adv {\n        margin-top: 16px;\n        padding: 14px;\n        border-radius: 8px;\n        display: none;\n        line-height: 1.6;\n      }#quiz-9ffb3b40 .feedback-adv.correct {\n        background: #f0fff4;\n        color: #276749;\n        display: block;\n      }#quiz-9ffb3b40 .feedback-adv.wrong {\n        background: #fff5f5;\n        color: #c53030;\n        display: block;\n      }#quiz-9ffb3b40 .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-9ffb3b40 .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\uff1aAI \u6642\u4ee3\u7684\u8edf\u9ad4\u8907\u96dc\u5ea6\u8207\u5de5\u7a0b\u601d\u7dad<\/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 Jake Nations \u6f14\u8b1b\u4e2d\u7684\u89c0\u9ede\u8207\u65b9\u6cd5\u8ad6\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\u6b63\u5728\u7528 AI \u52a9\u624b\u91cd\u69cb\u4e00\u500b\u6709\u4e09\u5e74\u6b77\u53f2\u7684\u652f\u4ed8\u6a21\u7d44 <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u4f60\u7684\u5718\u968a\u6253\u7b97\u7528 AI \u4ee3\u7406\u91cd\u69cb\u4e00\u500b\u820a\u7684\u652f\u4ed8\u6a21\u7d44\u3002\u9019\u500b\u6a21\u7d44\u6709\u5927\u91cf\u7684\u9632\u79a6\u6027\u7a0b\u5f0f\u78bc\u3001\n\u904e\u6642\u7684\u932f\u8aa4\u8655\u7406\u65b9\u5f0f\u3001\u4ee5\u53ca\u8207\u5df2\u5ee2\u68c4\u7684\u7b2c\u4e09\u65b9 API \u7684\u76f8\u5bb9\u5c64\u3002\n\u4f60\u628a\u6574\u500b\u6a21\u7d44\uff08\u7d04 8000 \u884c\uff09\u4e1f\u9032 AI \u7684 context\uff0c\u8acb\u5b83\u300c\u91cd\u69cb\u70ba\u4f7f\u7528\u65b0\u7684\u652f\u4ed8 API\u300d\u3002\nAI \u751f\u6210\u4e86\u65b0\u7684\u7a0b\u5f0f\u78bc\uff0c\u4f46\u4fdd\u7559\u4e86\u820a API \u7684\u76f8\u5bb9\u908f\u8f2f\uff0c\u4e26\u5728\u4e0a\u9762\u53c8\u758a\u4e86\u4e00\u5c64\u65b0\u7684\u62bd\u8c61\u3002<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(1, 'A', 'C')\">A. \u589e\u52a0\u66f4\u591a prompt \u7d30\u7bc0\uff0c\u660e\u78ba\u544a\u8a34 AI \u522a\u9664\u820a\u7684\u76f8\u5bb9\u5c64<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'B', 'C')\">B. \u63db\u4e00\u500b context window \u66f4\u5927\u7684\u6a21\u578b\uff0c\u628a\u66f4\u591a\u5468\u908a\u7a0b\u5f0f\u78bc\u4e00\u8d77\u585e\u9032\u53bb<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'C', 'C')\">C. \u5148\u5beb\u4e00\u4efd\u898f\u683c\u6587\u4ef6\uff0c\u5340\u5206\u54ea\u4e9b\u662f\u696d\u52d9\u908f\u8f2f\uff08\u672c\u8cea\u8907\u96dc\u5ea6\uff09\u3001\u54ea\u4e9b\u662f\u820a\u5be6\u4f5c\u7684\u5305\u88b1\uff08\u610f\u5916\u8907\u96dc\u5ea6\uff09\uff0c\u518d\u8b93 AI \u6309\u898f\u683c\u57f7\u884c<\/li>\n        <li onclick=\"checkAnswerAdv(1, 'D', 'C')\">D. \u8b93 AI \u5728\u591a\u8f2a\u5c0d\u8a71\u4e2d\u9010\u6b65\u4fee\u6b63\uff0c\u6bcf\u6b21\u8655\u7406\u4e00\u5c0f\u90e8\u5206<\/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\u60f3\u7528 AI \u9077\u79fb\u6388\u6b0a\u7cfb\u7d71\uff0c\u4f46\u9047\u5230\u56f0\u96e3 <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u4f60\u7684\u61c9\u7528\u6709\u4e00\u500b\u4e94\u5e74\u524d\u5beb\u7684\u6388\u6b0a\u62bd\u8c61\u5c64\uff08shim\uff09\uff0c\u4ecb\u65bc\u820a\u7684\u81ea\u5efa\u6388\u6b0a\u7cfb\u7d71\u548c\u65b0\u7684\u96c6\u4e2d\u5f0f\n\u6388\u6b0a\u670d\u52d9\u4e4b\u9593\u3002\u6b0a\u9650\u6aa2\u67e5\u6563\u5e03\u5728\u6578\u767e\u500b\u6a94\u6848\u7684\u696d\u52d9\u908f\u8f2f\u4e2d\uff0c\u89d2\u8272\u5047\u8a2d\u70d8\u7119\u5728\u8cc7\u6599\u6a21\u578b\u88e1\u3002\n\u4f60\u5617\u8a66\u7528 AI \u4ee3\u7406\u505a\u9077\u79fb\uff0c\u4f46\u5b83\u6bcf\u6b21\u8655\u7406\u5e7e\u500b\u6a94\u6848\u5f8c\u5c31\u78b0\u5230\u7121\u6cd5\u89e3\u958b\u7684\u4f9d\u8cf4\u95dc\u4fc2\u800c\u5931\u6557\u3002\n\u6839\u64da Jake Nations \u5728 Netflix \u7684\u7d93\u9a57\uff0c\u4e0b\u4e00\u6b65\u6700\u597d\u7684\u505a\u6cd5\u662f\u4ec0\u9ebc\uff1f<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(2, 'A', 'B')\">A. \u63d0\u4f9b\u66f4\u8a73\u7d30\u7684\u67b6\u69cb\u5716\u7d66 AI\uff0c\u8b93\u5b83\u7406\u89e3\u5b8c\u6574\u7684\u7cfb\u7d71\u4f9d\u8cf4\u95dc\u4fc2<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'B', 'B')\">B. \u5148\u624b\u52d5\u5b8c\u6210\u4e00\u500b\u5be6\u9ad4\u7684\u9077\u79fb\uff08\u4e0d\u7528 AI\uff09\uff0c\u8a18\u9304\u6240\u6709\u96b1\u85cf\u7684\u9650\u5236\u689d\u4ef6\uff0c\u518d\u628a\u9019\u6b21\u9077\u79fb\u4f5c\u70ba AI \u5f8c\u7e8c\u5de5\u4f5c\u7684\u53c3\u8003\u7bc4\u672c<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'C', 'B')\">C. \u628a\u7a0b\u5f0f\u78bc\u5eab\u62c6\u5206\u6210\u66f4\u5c0f\u7684\u6a21\u7d44\uff0c\u6bcf\u6b21\u53ea\u8b93 AI \u8655\u7406\u4e00\u500b\u7368\u7acb\u6a21\u7d44<\/li>\n        <li onclick=\"checkAnswerAdv(2, 'D', 'B')\">D. \u7b49\u66f4\u5f37\u5927\u7684 AI \u6a21\u578b\u767c\u5e03\u5f8c\u518d\u5617\u8a66\uff0c\u76ee\u524d\u7684\u6a21\u578b context window \u4e0d\u5920\u5927<\/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\u9762\u5c0d\u4e00\u500b 500 \u842c token \u7684 Java \u7a0b\u5f0f\u78bc\u5eab\u9700\u8981\u505a\u5927\u578b\u8b8a\u66f4 <span class=\"badge scenario\">\u60c5\u5883\u984c<\/span><\/h3>\n      <div class=\"code-block\">\u4f60\u7684 Java \u5fae\u670d\u52d9\u7a0b\u5f0f\u78bc\u5eab\u6709\u7d04 500 \u842c tokens\uff0c\u9700\u8981\u5c07\u65e5\u8a8c\u7cfb\u7d71\u5f9e Log4j \u9077\u79fb\u5230\n\u65b0\u7684 OpenTelemetry \u6a19\u6e96\u3002\u6c92\u6709\u4efb\u4f55 context window \u80fd\u88dd\u4e0b\u6574\u500b\u7a0b\u5f0f\u78bc\u5eab\u3002\n\u4f60\u5617\u8a66\u628a\u5927\u91cf\u7a0b\u5f0f\u78bc\u585e\u9032 AI \u7684 context\uff0c\u4f46\u8f38\u51fa\u54c1\u8cea\u5f88\u5dee\u3002\n\u6839\u64da\u4e09\u968e\u6bb5\u65b9\u6cd5\uff0c\u4f60\u61c9\u8a72\u5982\u4f55\u958b\u59cb\uff1f<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(3, 'A', 'A')\">A. \u7814\u7a76\u968e\u6bb5\uff1a\u63d0\u4f9b\u67b6\u69cb\u5716\u548c\u95dc\u9375\u4ecb\u9762\u6587\u4ef6\uff0c\u7528 AI \u5206\u6790\u4e26\u6620\u5c04\u51fa\u5143\u4ef6\u4f9d\u8cf4\u95dc\u4fc2\uff0c\u53cd\u8986\u8fed\u4ee3\u4fee\u6b63\u5206\u6790\u7d50\u679c\uff0c\u6700\u7d42\u58d3\u7e2e\u6210\u4e00\u4efd\u7cbe\u7c21\u7684\u7814\u7a76\u6587\u4ef6<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'B', 'A')\">B. \u76f4\u63a5\u958b\u59cb\u64b0\u5beb\u8a73\u7d30\u7684\u5be6\u4f5c\u8a08\u756b\uff0c\u5217\u51fa\u6240\u6709\u9700\u8981\u4fee\u6539\u7684\u6a94\u6848\u548c\u51fd\u5f0f\u7c3d\u540d<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'C', 'A')\">C. \u628a\u7a0b\u5f0f\u78bc\u5eab\u5206\u6210\u591a\u500b\u6279\u6b21\uff0c\u6bcf\u6b21\u585e\u5165 context window \u4e0a\u9650\u7684\u7a0b\u5f0f\u78bc\u91cf\u8b93 AI \u8655\u7406<\/li>\n        <li onclick=\"checkAnswerAdv(3, 'D', 'A')\">D. \u7528 AI \u4ee3\u7406\u81ea\u52d5\u6383\u63cf\u6574\u500b\u7a0b\u5f0f\u78bc\u5eab\uff0c\u8b93\u5b83\u81ea\u884c\u6c7a\u5b9a\u9077\u79fb\u7b56\u7565<\/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. \u958b\u767c\u5718\u968a\u7684 AI \u8f14\u52a9\u958b\u767c\u6d41\u7a0b\u51fa\u4e86\u4ec0\u9ebc\u554f\u984c\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">\u5c0f\u83ef\u7684\u5718\u968a\u4f7f\u7528\u4ee5\u4e0b AI \u8f14\u52a9\u958b\u767c\u6d41\u7a0b\uff1a\n\n1. \u5728 AI \u5c0d\u8a71\u4e2d\u63cf\u8ff0\u9700\u6c42\uff1a\u300c\u5e6b\u6211\u52a0\u4e0a\u4f7f\u7528\u8005\u8a8d\u8b49\u300d\n2. \u770b\u5230\u751f\u6210\u7684 auth.js\uff0c\u89ba\u5f97\u4e0d\u932f\uff0c\u7e7c\u7e8c\u8981\u6c42\uff1a\u300c\u52a0\u4e0a OAuth \u652f\u63f4\u300d\n3. \u767c\u73fe session \u885d\u7a81\uff0c\u8981\u6c42\uff1a\u300c\u4fee\u5fa9 session \u554f\u984c\u300d\n4. \u6e2c\u8a66\u767c\u73fe\u65b0 bug\uff0c\u8981\u6c42\uff1a\u300c\u4fee\u6b63\u9019\u500b\u932f\u8aa4\u300d\n   &#8230;\uff08\u6301\u7e8c\u5230\u7b2c 30 \u8f2a\u5c0d\u8a71\uff09\n\n\u6700\u7d42\u7a0b\u5f0f\u78bc\u80fd\u8dd1\u3001\u6e2c\u8a66\u4e5f\u901a\u904e\uff0c\u4f46\u5718\u968a\u4e2d\u6c92\u4eba\u80fd\u5b8c\u6574\u89e3\u91cb\u8a8d\u8b49\u6d41\u7a0b\u7684\u904b\u4f5c\u65b9\u5f0f\u3002\n\u4e09\u500b\u6708\u5f8c\u51fa\u73fe\u5b89\u5168\u6f0f\u6d1e\uff0c\u6574\u500b\u5718\u968a\u82b1\u4e86\u5169\u9031\u624d\u627e\u5230\u6839\u672c\u539f\u56e0\u3002\n\n\u9019\u500b\u6d41\u7a0b\u7684\u6839\u672c\u554f\u984c\u662f\u4ec0\u9ebc\uff1f<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(4, 'A', 'C')\">A. AI \u6a21\u578b\u7684\u80fd\u529b\u4e0d\u8db3\uff0c\u61c9\u8a72\u63db\u7528\u66f4\u5f37\u5927\u7684\u6a21\u578b<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'B', 'C')\">B. \u5c0d\u8a71\u8f2a\u6578\u592a\u591a\uff0c\u61c9\u8a72\u9650\u5236\u5728 10 \u8f2a\u4ee5\u5167<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'C', 'C')\">C. \u5718\u968a\u9078\u64c7\u4e86\u300c\u5bb9\u6613\u300d\u800c\u975e\u300c\u7c21\u55ae\u300d\u7684\u8def\u5f91\uff1a\u6bcf\u6b21\u4e92\u52d5\u90fd\u5728\u7528\u6700\u5c0f\u6469\u64e6\u7684\u65b9\u5f0f\u89e3\u6c7a\u773c\u524d\u554f\u984c\uff0c\u537b\u4e0d\u65b7\u7d2f\u7a4d\u8907\u96dc\u5ea6\uff0c\u6700\u7d42\u5931\u53bb\u5c0d\u7cfb\u7d71\u7684\u7406\u89e3\u80fd\u529b<\/li>\n        <li onclick=\"checkAnswerAdv(4, 'D', 'C')\">D. \u7f3a\u5c11\u5145\u5206\u7684\u81ea\u52d5\u5316\u6e2c\u8a66\uff0c\u61c9\u8a72\u589e\u52a0\u6e2c\u8a66\u8986\u84cb\u7387<\/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. AI \u91cd\u69cb\u7684\u7d50\u679c\u70ba\u4ec0\u9ebc\u4e0d\u7406\u60f3\uff1f <span class=\"badge debug\">\u932f\u8aa4\u8a3a\u65b7<\/span><\/h3>\n      <div class=\"code-block\">\u5c0f\u660e\u8b93 AI \u4ee3\u7406\u91cd\u69cb\u4e00\u500b\u820a\u7684\u8a02\u55ae\u8655\u7406\u7cfb\u7d71\u3002AI \u5206\u6790\u4e86\u7a0b\u5f0f\u78bc\u5eab\u5f8c\u7522\u51fa\u4ee5\u4e0b\u7d50\u679c\uff1a\n\n&#8211; \u4fdd\u7559\u4e86\u4e00\u500b\u4e09\u5e74\u524d\u70ba\u4e86\u76f8\u5bb9\u820a\u7248 API \u800c\u5beb\u7684\u8cc7\u6599\u8f49\u63db\u5c64\uff08\u8a72\u820a API \u5df2\u5ee2\u68c4\uff09\n&#8211; \u4fdd\u7559\u4e86\u70ba\u4e86\u7e5e\u904e\u524d\u4efb\u5de5\u7a0b\u5e2b bug \u800c\u52a0\u7684 workaround \u7a0b\u5f0f\u78bc\n&#8211; \u628a\u4e00\u6bb5\u786c\u7de8\u78bc\u7684\u91cd\u8a66\u908f\u8f2f\uff08retry 3 times, sleep 5s\uff09\u8907\u88fd\u5230\u65b0\u7684\u67b6\u69cb\u4e2d\n&#8211; \u6240\u6709\u539f\u672c\u6563\u843d\u5404\u8655\u7684 try-catch \u5340\u584a\u90fd\u539f\u5c01\u4e0d\u52d5\u5730\u642c\u5230\u65b0\u7d50\u69cb\u4e2d\n\n\u6280\u8853\u4e0a\u7a0b\u5f0f\u78bc\u53ef\u4ee5\u904b\u4f5c\uff0c\u4f46\u8ddf\u539f\u672c\u4e00\u6a23\u81c3\u816b\u3002\n\nAI \u72af\u4e86\u4ec0\u9ebc\u6839\u672c\u6027\u7684\u932f\u8aa4\uff1f<\/div>\n      <ul class=\"options-adv\">\n        <li onclick=\"checkAnswerAdv(5, 'A', 'B')\">A. AI \u7684 context window \u4e0d\u5920\u5927\uff0c\u7121\u6cd5\u7406\u89e3\u5b8c\u6574\u7684\u7a0b\u5f0f\u78bc\u7d50\u69cb<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'B', 'B')\">B. AI \u7121\u6cd5\u5340\u5206\u672c\u8cea\u8907\u96dc\u5ea6\u548c\u610f\u5916\u8907\u96dc\u5ea6\uff0c\u5c07\u6240\u6709\u65e2\u6709\u6a21\u5f0f\uff08\u5305\u62ec\u6280\u8853\u50b5\uff09\u90fd\u7576\u6210\u5fc5\u9808\u4fdd\u7559\u7684\u9700\u6c42\u4f86\u8655\u7406<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'C', 'B')\">C. AI \u7684\u8a13\u7df4\u8cc7\u6599\u4e2d\u7f3a\u5c11\u985e\u4f3c\u7684\u91cd\u69cb\u6848\u4f8b\uff0c\u5c0e\u81f4\u5b83\u4e0d\u77e5\u9053\u5982\u4f55\u7c21\u5316<\/li>\n        <li onclick=\"checkAnswerAdv(5, 'D', 'B')\">D. prompt \u63cf\u8ff0\u4e0d\u5920\u660e\u78ba\uff0c\u61c9\u8a72\u9010\u4e00\u5217\u51fa\u54ea\u4e9b\u7a0b\u5f0f\u78bc\u8981\u522a\u9664<\/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: \"\u6839\u64da Jake Nations \u7684\u4e09\u968e\u6bb5\u65b9\u6cd5\uff0c\u9762\u5c0d\u8907\u96dc\u7684\u820a\u7cfb\u7d71\u91cd\u69cb\uff0c\u95dc\u9375\u662f\u5148\u5340\u5206\u672c\u8cea\u8907\u96dc\u5ea6\uff08\u771f\u6b63\u7684\u696d\u52d9\u908f\u8f2f\uff09\u548c\u610f\u5916\u8907\u96dc\u5ea6\uff08\u904e\u6642\u7684\u76f8\u5bb9\u5c64\u3001\u9632\u79a6\u6027\u7a0b\u5f0f\u78bc\u7b49\uff09\uff0c\u7136\u5f8c\u5beb\u4e00\u4efd\u898f\u683c\u6587\u4ef6\u8b93 AI \u6309\u898f\u683c\u57f7\u884c\u3002\u76f4\u63a5\u589e\u52a0 prompt \u7d30\u7bc0\uff08A\uff09\u6216\u591a\u8f2a\u5c0d\u8a71\u4fee\u6b63\uff08D\uff09\u90fd\u662f\u9078\u64c7\u300c\u5bb9\u6613\u300d\u800c\u975e\u300c\u7c21\u55ae\u300d\u7684\u8def\u5f91\uff0c\u6703\u6301\u7e8c\u7d2f\u7a4d\u8907\u96dc\u5ea6\u3002\u66f4\u5927\u7684 context window\uff08B\uff09\u4e5f\u7121\u6cd5\u89e3\u6c7a\u6839\u672c\u554f\u984c\u2014\u2014AI \u4ecd\u7136\u7121\u6cd5\u81ea\u884c\u5340\u5206\u54ea\u4e9b\u662f\u8a72\u4fdd\u7559\u7684\u696d\u52d9\u908f\u8f2f\u3001\u54ea\u4e9b\u662f\u8a72\u79fb\u9664\u7684\u6280\u8853\u50b5\u3002\",\n        2: \"Jake Nations \u5728 Netflix \u7684\u6388\u6b0a\u91cd\u69cb\u4e2d\u767c\u73fe\uff0c\u5373\u4f7f\u6709\u4e09\u968e\u6bb5\u65b9\u6cd5\uff0c\u6709\u4e9b\u7cfb\u7d71\u7684\u7cfe\u7e8f\u7a0b\u5ea6\u8b93 AI \u5b8c\u5168\u7121\u6cd5\u627e\u5230\u6e05\u6670\u7684\u8def\u5f91\u3002\u4ed6\u7684\u5718\u968a\u6700\u7d42\u5fc5\u9808\u5148\u624b\u52d5\u5b8c\u6210\u4e00\u6b21\u9077\u79fb\u2014\u2014\u4e0d\u7528 AI\uff0c\u53ea\u9760\u8b80\u7a0b\u5f0f\u78bc\u3001\u7406\u89e3\u4f9d\u8cf4\u3001\u89c0\u5bdf\u4ec0\u9ebc\u6703\u58de\u6389\u3002\u9019\u6b21\u624b\u52d5\u9077\u79fb\u63ed\u793a\u4e86\u6240\u6709\u96b1\u85cf\u7684\u9650\u5236\u689d\u4ef6\uff0c\u7136\u5f8c\u4ed6\u5011\u628a\u9019\u500b Pull Request \u4f5c\u70ba AI \u5f8c\u7e8c\u5de5\u4f5c\u7684\u7a2e\u5b50\u7bc4\u672c\u3002\u63d0\u4f9b\u66f4\u591a\u67b6\u69cb\u5716\uff08A\uff09\u6216\u62c6\u5206\u6a21\u7d44\uff08C\uff09\u90fd\u7121\u6cd5\u89e3\u6c7a\u6838\u5fc3\u554f\u984c\u2014\u2014\u4f60\u5fc5\u9808\u5148\u300c\u8d0f\u5f97\u300d\u90a3\u4efd\u7406\u89e3\uff0cAI \u624d\u80fd\u6709\u6548\u5e6b\u52a9\u4f60\u3002\u7b49\u66f4\u5f37\u7684\u6a21\u578b\uff08D\uff09\u4e5f\u4e0d\u662f\u7b54\u6848\uff0c\u56e0\u70ba Fred Brooks \u8aaa\u904e\uff1a\u6c92\u6709\u9280\u5f48\u3002\",\n        3: \"\u4e09\u968e\u6bb5\u65b9\u6cd5\u7684\u7b2c\u4e00\u6b65\u662f\u7814\u7a76\uff08Research\uff09\uff0c\u4e0d\u662f\u76f4\u63a5\u5beb\u8a08\u756b\u6216\u8b93 AI \u81ea\u884c\u8655\u7406\u3002\u5728\u7814\u7a76\u968e\u6bb5\uff0c\u4f60\u9700\u8981\u7cbe\u5fc3\u9078\u64c7\u8981\u63d0\u4f9b\u7684\u8cc7\u8a0a\uff08\u67b6\u69cb\u5716\u3001\u95dc\u9375\u4ecb\u9762\u3001\u8a2d\u8a08\u6587\u4ef6\uff09\uff0c\u7528 AI \u5206\u6790\u4e26\u6620\u5c04\u4f9d\u8cf4\u95dc\u4fc2\uff0c\u7136\u5f8c\u53cd\u8986\u8fed\u4ee3\u4fee\u6b63\u3002Jake Nations \u5f37\u8abf\u9019\u4e0d\u662f\u4e00\u6b21\u6027\u7684\u904e\u7a0b\u2014\u2014\u8981\u6301\u7e8c\u8ffd\u554f\u3001\u7cfe\u6b63\u932f\u8aa4\u3001\u88dc\u5145\u7f3a\u5931\u7684 context\u3002\u6700\u7d42\u628a 500 \u842c tokens \u58d3\u7e2e\u6210\u7cbe\u7c21\u7684\u7814\u7a76\u6587\u4ef6\u3002\u8df3\u904e\u7814\u7a76\u76f4\u63a5\u5beb\u8a08\u756b\uff08B\uff09\u7f3a\u5c11\u57fa\u790e\uff1b\u6279\u6b21\u8655\u7406\uff08C\uff09\u6703\u8b93 AI \u8ff7\u5931\u5728\u5404\u6279\u6b21\u7684\u8907\u96dc\u5ea6\u4e2d\uff1b\u8b93 AI \u81ea\u884c\u6c7a\u5b9a\u7b56\u7565\uff08D\uff09\u5ffd\u7565\u4e86\u4eba\u985e\u5224\u65b7\u7684\u4e0d\u53ef\u66ff\u4ee3\u6027\u3002\",\n        4: \"\u9019\u6b63\u662f Jake Nations \u6f14\u8b1b\u7684\u6838\u5fc3\u554f\u984c\u3002\u5718\u968a\u5728\u6bcf\u4e00\u8f2a\u5c0d\u8a71\u4e2d\u90fd\u9078\u64c7\u4e86\u300c\u5bb9\u6613\u300d\uff08Easy\uff09\u800c\u975e\u300c\u7c21\u55ae\u300d\uff08Simple\uff09\u7684\u8def\u5f91\u3002Rich Hickey \u5b9a\u7fa9\u7684\u300c\u5bb9\u6613\u300d\u662f\u89f8\u624b\u53ef\u53ca\u3001\u4e0d\u8cbb\u529b\u7684\uff0c\u800c\u300c\u7c21\u55ae\u300d\u9700\u8981\u601d\u8003\u548c\u8a2d\u8a08\u300230 \u8f2a\u7684\u8fed\u4ee3\u5f0f\u5c0d\u8a71\u5c0e\u81f4\u4e86\uff1a\u88ab\u653e\u68c4\u7684\u65b9\u6cd5\u7559\u4e0b\u7684\u6b7b\u7a0b\u5f0f\u78bc\u3001\u885d\u7a81\u7684\u67b6\u69cb\u6a21\u5f0f\u3001\u6c92\u4eba\u80fd\u7406\u89e3\u7684\u7cfb\u7d71\u3002\u554f\u984c\u4e0d\u5728\u6a21\u578b\u80fd\u529b\uff08A\uff09\u6216\u5c0d\u8a71\u8f2a\u6578\uff08B\uff09\uff0c\u800c\u662f\u5728\u65bc\u5718\u968a\u628a\u601d\u8003\u5916\u5305\u7d66\u4e86 AI\u3002\u589e\u52a0\u6e2c\u8a66\u8986\u84cb\u7387\uff08D\uff09\u53ef\u80fd\u6293\u5230\u529f\u80fd\u6027 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