{"id":39537,"date":"2025-03-20T07:02:23","date_gmt":"2025-03-19T23:02:23","guid":{"rendered":"https:\/\/17aitech.com\/?p=39537"},"modified":"2025-03-20T07:02:23","modified_gmt":"2025-03-19T23:02:23","slug":"django%e5%88%9b%e9%80%a0%e8%80%85simon-willison%e5%88%86%e4%ba%ab%ef%bc%9a%e6%88%91%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8llm%e5%b8%ae%e6%88%91%e5%86%99%e4%bb%a3%e7%a0%81","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39537","title":{"rendered":"Django\u521b\u9020\u8005Simon Willison\u5206\u4eab\uff1a\u6211\u5982\u4f55\u4f7f\u7528LLM\u5e2e\u6211\u5199\u4ee3\u7801"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-19-3\" target=\"_blank\">Django\u521b\u9020\u8005Simon Willison\u5206\u4eab\uff1a\u6211\u5982\u4f55\u4f7f\u7528LLM\u5e2e\u6211\u5199\u4ee3\u7801<\/a><\/p>\n<section>\u8fd1\u6bb5\u65f6\u95f4\uff0c\u8457\u540d AI \u79d1\u5b66\u5bb6 Andrej Karpathy \u63d0\u51fa\u7684<strong>\u6c1b\u56f4\u7f16\u7a0b\uff08vibe coding\uff09<\/strong>\u662f AI \u9886\u57df\u7684\u4e00\u5927\u70ed\u95e8\u8bdd\u9898\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u6c1b\u56f4\u7f16\u7a0b\u5c31\u662f\u9f13\u52b1\u5f00\u53d1\u8005\u5fd8\u6389\u4ee3\u7801\uff0c\u8fdb\u5165\u5f00\u53d1\u7684\u6c1b\u56f4\u4e4b\u4e2d\u3002\u66f4\u7b80\u5355\u5730\u8bb2\uff0c\u5c31\u662f\u5411 LLM \u63d0\u51fa\u9700\u6c42\uff0c\u7136\u540e\u300c\u5168\u90e8\u63a5\u53d7\u300d\u5373\u53ef\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a3fef573e2f8730ad42d2dc752a097c6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a3fef573e2f8730ad42d2dc752a097c6.png\"><\/a><\/section>\n<section>\u5f53\u7136\uff0c\u8fd9\u79cd\u4f7f\u7528 LLM \u7f16\u7a0b\u7684\u65b9\u6cd5\u8fc7\u4e8e\u7b80\u5355\u7c97\u66b4\uff0c\u6216\u8bb8\u5e76\u4e0d\u9002\u5408\u7528\u6765\u5f00\u53d1\u4e00\u4e9b\u66f4\u52a0\u590d\u6742\u548c\u7cbe\u7ec6\u7684\u9879\u76ee\u3002\u8fd1\u65e5\uff0c\u63a2\u7d22\u548c\u53d1\u8868\u6570\u636e\u7684\u5f00\u6e90\u5de5\u5177 Datasette \u7684\u521b\u9020\u8005\u3001Web \u5e94\u7528\u6846\u67b6 Django \u521b\u9020\u8005\u4e4b\u4e00\u3001\u793e\u4ea4\u4f1a\u8bae\u76ee\u5f55 Lanyrd \u7684\u8054\u5408\u521b\u59cb\u4eba\u3001\u8457\u540d\u7f16\u7a0b\u6280\u672f\u535a\u4e3b Simon Willison \u5206\u4eab\u4e86\u81ea\u5df1\u4f7f\u7528 LLM \u8f85\u52a9\u7f16\u7a0b\u7684\u4f53\u9a8c\u3002\u6587\u4e2d\uff0c\u4ed6\u5206\u4eab\u4e86\u4e0d\u5c11\u81ea\u5df1\u79ef\u7d2f\u7684\u6709\u7528\u5b9e\u8df5\u548c\u7b56\u7565\u3002\u673a\u5668\u4e4b\u5fc3\u7f16\u8bd1\u4e86\u8fd9\u7bc7\u535a\u5ba2\u6587\u7ae0\uff0c\u5e0c\u671b\u80fd\u7ed9\u5f00\u53d1\u8005\u8bfb\u8005\u4eec\u5e26\u6765\u4e00\u4e9b\u5e2e\u52a9\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-38277d314fce580521cf0662ec5743e0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-38277d314fce580521cf0662ec5743e0.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Simon Willison<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u539f\u6587\u5730\u5740\uff1ahttps:\/\/simonwillison.net\/2025\/Mar\/11\/using-llms-for-code\/<\/section>\n<section><\/section>\n<section>\u7f51\u7edc\u4e0a\uff0c\u5f88\u591a\u5f00\u53d1\u8005\u5728\u8ba8\u8bba\u4f7f\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8f85\u52a9\u7f16\u7a0b\uff0c\u800c\u5176\u4e2d\u4e0d\u5c11\u5f00\u53d1\u8005\u90fd\u8868\u793a\u633a\u5931\u671b\u7684\u3002\u4ed6\u4eec\u7ecf\u5e38\u4f1a\u95ee\u81ea\u5df1\u54ea\u91cc\u505a\u9519\u4e86 \u2014\u2014 \u4e3a\u4ec0\u4e48\u6709\u4e9b\u4eba\u62a5\u544a\u7684\u7ed3\u679c\u5982\u6b64\u51fa\u8272\uff0c\u800c\u4ed6\u4eec\u81ea\u5df1\u7684\u5b9e\u9a8c\u5374\u4e4f\u5584\u53ef\u9648\uff1f<\/section>\n<section><\/section>\n<section>\u4f7f\u7528 LLM \u7f16\u5199\u4ee3\u7801\u65e2\u56f0\u96be\u53c8\u4e0d\u76f4\u89c2\u3002\u9700\u8981\u4ed8\u51fa\u5de8\u5927\u7684\u52aa\u529b\u624d\u80fd\u5f04\u6e05\u695a\u4f7f\u7528\u5b83\u4eec\u7684\u5229\u5f0a\uff0c\u800c\u4e14\u51e0\u4e4e\u6ca1\u6709\u4ec0\u4e48\u6307\u5bfc\u53ef\u4ee5\u5e2e\u52a9\u4eba\u4eec\u5b66\u4f1a\u5982\u4f55\u6700\u597d\u5730\u4f7f\u7528\u5b83\u4eec\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c\u6709\u4eba\u544a\u8bc9\u4f60\u4f7f\u7528 LLM \u7f16\u7801\u5f88\u5bb9\u6613\uff0c\u90a3\u4e48\u4ed6\u4eec\uff08\u53ef\u80fd\u65e0\u610f\u4e2d\uff09\u8bef\u5bfc\u4e86\u4f60\u3002\u4ed6\u4eec\u5f88\u53ef\u80fd\u5076\u7136\u53d1\u73b0\u4e86\u6709\u6548\u7684\u6a21\u5f0f\uff0c\u4f46\u8fd9\u4e9b\u6a21\u5f0f\u5e76\u4e0d\u662f\u6bcf\u4e2a\u4eba\u90fd\u80fd\u81ea\u7136\u800c\u7136\u638c\u63e1\u7684\u3002<\/section>\n<section><\/section>\n<section>\u4e24\u5e74\u591a\u6765\uff0cLLM \u4ee3\u7801\u5728\u8f85\u52a9\u6211\u5199\u4ee3\u7801\u65b9\u9762\u8868\u73b0\u5f88\u597d\u3002\u4e0b\u9762\u6211\u5c06\u5c3d\u529b\u5c06\u4e00\u4e9b\u7ecf\u9a8c\u548c\u76f4\u89c9\u4f20\u6388\u7ed9\u4f60\u3002<\/section>\n<section><\/section>\n<section>\u76ee\u5f55\uff1a<\/section>\n<section><\/section>\n<ol>\n<li>\n<section>\u8bbe\u5b9a\u5408\u7406\u7684\u671f\u671b<\/section>\n<\/li>\n<li>\n<section>\u8003\u8651\u8bad\u7ec3\u622a\u6b62\u65e5\u671f<\/section>\n<\/li>\n<li>\n<section>\u4e0a\u4e0b\u6587\u4e3a\u738b<\/section>\n<\/li>\n<li>\n<section>\u8ba9\u5b83\u4eec\u63d0\u4f9b\u9009\u62e9<\/section>\n<\/li>\n<li>\n<section>\u544a\u8bc9\u5b83\u4eec\u786e\u5207\u8981\u505a\u4ec0\u4e48<\/section>\n<\/li>\n<li>\n<section>\u4f60\u5fc5\u987b\u6d4b\u8bd5\u5b83\u5199\u7684\u5185\u5bb9\uff01<\/section>\n<\/li>\n<li>\n<section>\u8bb0\u4f4f\u8fd9\u53ea\u662f\u4e00\u6b21\u5bf9\u8bdd<\/section>\n<\/li>\n<li>\n<section>\u4f7f\u7528\u53ef\u4ee5\u4e3a\u4f60\u8fd0\u884c\u4ee3\u7801\u7684\u5de5\u5177<\/section>\n<\/li>\n<li>\n<section>\u6c1b\u56f4\u7f16\u7a0b\u662f\u4e00\u79cd\u5f88\u597d\u7684\u5b66\u4e60\u65b9\u5f0f<\/section>\n<\/li>\n<li>\n<section>\u4f7f\u7528 Claude Code \u7684\u4e00\u4e2a\u8be6\u7ec6\u793a\u4f8b<\/section>\n<\/li>\n<li>\n<section>\u505a\u597d\u8ba9\u4eba\u7c7b\u63a5\u7ba1\u7684\u51c6\u5907<\/section>\n<\/li>\n<li>\n<section>\u6700\u5927\u7684\u4f18\u52bf\u662f\u5f00\u53d1\u901f\u5ea6<\/section>\n<\/li>\n<li>\n<section>\u4f7f\u7528 LLM \u662f\u5bf9\u5df2\u6709\u4e13\u4e1a\u77e5\u8bc6\u7684\u653e\u5927<\/section>\n<\/li>\n<li>\n<section>\u5956\u52b1\uff1a\u56de\u7b54\u6709\u5173\u4ee3\u7801\u5e93\u7684\u95ee\u9898<\/section>\n<\/li>\n<\/ol>\n<section><\/section>\n<section><strong>\u8bbe\u5b9a\u5408\u7406\u7684\u671f\u671b<\/strong><\/section>\n<section><\/section>\n<section>\u4e0d\u8981\u53bb\u7ba1\u56f4\u7ed5\u300cAGI\u300d\u7684\u7092\u4f5c \u2014\u2014LLM \u4ecd\u65e7\u53ea\u662f\u82b1\u54e8\u7684\u81ea\u52a8\u8865\u5168\u3002\u5b83\u4eec\u6240\u505a\u7684\u53ea\u662f\u9884\u6d4b token \u5e8f\u5217 \u2014\u2014 \u4f46\u4e8b\u5b9e\u8bc1\u660e\uff0c\u5199\u4ee3\u7801\u7684\u4e3b\u8981\u5de5\u4f5c\u5c31\u662f\u4ee5\u6b63\u786e\u7684\u987a\u5e8f\u5c06 token \u4e32\u8054\u5728\u4e00\u8d77\uff0c\u56e0\u6b64\u53ea\u8981\u4f60\u7ed9\u5b83\u4eec\u6307\u793a\u6b63\u786e\u7684\u65b9\u5411\uff0c\u5b83\u4eec\u5c31\u4f1a\u975e\u5e38\u6709\u7528\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c\u4f60\u8ba4\u4e3a\u8fd9\u9879\u6280\u672f\u5c06\u5b8c\u7f8e\u5730\u5b9e\u73b0\u4f60\u7684\u9879\u76ee\uff0c\u800c\u4f60\u4e0d\u9700\u8981\u953b\u70bc\u4efb\u4f55\u6280\u80fd\uff0c\u90a3\u4f60\u5c31\u7b49\u7740\u5931\u671b\u5427\u3002<\/section>\n<section><\/section>\n<section>\u76f8\u53cd\uff0c\u4f60\u5e94\u8be5\u4f7f\u7528 LLM \u6765\u589e\u5f3a\u4f60\u7684\u80fd\u529b\u3002\u6211\u73b0\u5728\u6700\u559c\u6b22\u7684\u5fc3\u7406\u6a21\u5f0f\u662f\u5c06\u5b83\u4eec\u60f3\u8c61\u6210\u4e00\u4e2a\u8fc7\u5ea6\u81ea\u4fe1\u7684\u7ed3\u5bf9\u7f16\u7a0b\u52a9\u7406 \u2014\u2014 \u5b83\u4eec\u67e5\u627e\u4e1c\u897f\u7684\u901f\u5ea6\u5feb\u5982\u95ea\u7535\uff0c\u53ef\u4ee5\u968f\u65f6\u63d0\u4f9b\u76f8\u5173\u793a\u4f8b\uff0c\u5e76\u4e14\u53ef\u4ee5\u6beb\u65e0\u6028\u8a00\u5730\u6267\u884c\u7e41\u7410\u7684\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section>\u8fc7\u5ea6\u81ea\u4fe1\u5f88\u91cd\u8981\u3002\u5b83\u4eec\u7edd\u5bf9\u4f1a\u72af\u9519\u8bef \u2014\u2014 \u6709\u65f6\u5f88\u7ec6\u5fae\uff0c\u6709\u65f6\u662f\u5927\u9519\u3002\u8fd9\u4e9b\u9519\u8bef\u53ef\u80fd\u4e0e\u4eba\u7c7b\u9519\u8bef\u975e\u5e38\u4e0d\u4e00\u6837 \u2014\u2014 \u5982\u679c\u4e00\u4e2a\u4eba\u7c7b\u5408\u4f5c\u8005\u60f3\u8c61\u51fa\u4e86\u4e00\u4e2a\u6839\u672c\u4e0d\u5b58\u5728\u7684\u5e93\uff0c\u4f60\u4f1a\u9a6c\u4e0a\u5c31\u4e0d\u518d\u76f8\u4fe1\u4ed6\u4e86\u3002\u4e0d\u8981\u628a LLM \u5f53\u4eba\u7c7b\u4e00\u6837\u770b\uff0c\u8fd9\u662f\u4e00\u4e2a\u9677\u9631\u3002AI \u72af\u7684\u9519\u8bef\u5e76\u4e0d\u80fd\u5426\u5b9a\u5b83\u7684\u6709\u7528\u6027\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u4e0e LLM \u4e00\u8d77\u5de5\u4f5c\u65f6\uff0c\u4f60\u7ecf\u5e38\u4f1a\u53d1\u73b0\u5b83\u4eec\u65e0\u6cd5\u505a\u5230\u7684\u4e00\u4e9b\u4e8b\u60c5\u3002\u8bb0\u4e0b\u8fd9\u4e9b\u4e8b\u60c5 \u2014\u2014 \u5b83\u4eec\u662f\u6709\u7528\u7684\u6559\u8bad\uff01\u5b83\u4eec\u4e5f\u662f\u4e3a\u672a\u6765\u50a8\u5907\u7684\u5b9d\u8d35\u4f8b\u5b50 \u2014\u2014 \u4e00\u4e2a\u5f3a\u5927\u7684\u65b0\u6a21\u578b\u7684\u6807\u5fd7\u662f\uff1a\u5b83\u80fd\u89e3\u51b3\u4ee5\u524d\u7684\u6a21\u578b\u65e0\u6cd5\u5904\u7406\u7684\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section><strong>\u8003\u8651\u8bad\u7ec3\u622a\u6b62\u65e5\u671f<\/strong><\/section>\n<section><\/section>\n<section>\u4efb\u4f55\u6a21\u578b\u90fd\u6709\u4e00\u4e2a\u5173\u952e\u7279\u5f81\uff1a\u8bad\u7ec3\u622a\u6b62\u65e5\u671f\u3002\u4e5f\u5c31\u662f\u505c\u6b62\u6536\u96c6\u8bad\u7ec3\u6570\u636e\u7684\u65e5\u671f\u3002\u5bf9\u4e8e OpenAI \u7684\u6a21\u578b\uff0c\u8fd9\u901a\u5e38\u662f 2023 \u5e74 10 \u6708\u3002Anthropic \u548c Gemini \u4ee5\u53ca\u5176\u5b83\u63d0\u4f9b\u5546\u53ef\u80fd\u6709\u66f4\u8fd1\u671f\u7684\u65e5\u671f\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u5bf9\u4e8e\u7f16\u7a0b\u6765\u8bf4\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u8fd9\u4e2a\u65f6\u95f4\u4f1a\u5f71\u54cd\u5b83\u4eec\u77e5\u9053\u7684\u5e93\u3002\u5982\u679c\u4f60\u4f7f\u7528\u7684\u5e93\u81ea 2023 \u5e74 10 \u6708\u4ee5\u6765\u53d1\u751f\u4e86\u91cd\u5927\u53d8\u5316\uff0cOpenAI \u6a21\u578b\u5c06\u4e0d\u4f1a\u77e5\u9053\uff01<\/section>\n<section><\/section>\n<section>\u6211\u4ece LLM \u4e2d\u83b7\u5f97\u4e86\u8db3\u591f\u7684\u4ef7\u503c\uff0c\u73b0\u5728\u6211\u5728\u9009\u62e9\u5e93\u65f6\u4f1a\u7279\u610f\u8003\u8651\u8fd9\u4e00\u70b9 \u2014\u2014 \u6211\u4f1a\u5c3d\u529b\u575a\u6301\u4f7f\u7528\u5177\u6709\u826f\u597d\u7a33\u5b9a\u6027\u4e14\u8db3\u591f\u6d41\u884c\u7684\u5e93\uff0c\u8fd9\u6837\u4e00\u6765\uff0c\u8fd9\u4e9b\u5e93\u7684\u8bb8\u591a\u793a\u4f8b\u90fd\u4f1a\u5728\u5176\u8bad\u7ec3\u6570\u636e\u4e2d\u3002\u6211\u559c\u6b22\u5e94\u7528\u65e0\u804a\u6280\u672f\uff08boring technology\uff09\u7684\u539f\u5219 \u2014\u2014 \u5728\u9879\u76ee\u7684\u72ec\u7279\u5356\u70b9\u4e0a\u8fdb\u884c\u521b\u65b0\uff0c\u5728\u5176\u5b83\u6240\u6709\u65b9\u9762\u575a\u6301\u4f7f\u7528\u7ecf\u8fc7\u5c1d\u8bd5\u548c\u6d4b\u8bd5\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>LLM \u4ecd\u7136\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5904\u7406\u8bad\u7ec3\u6570\u636e\u4e4b\u5916\u7684\u5e93\uff0c\u4f46\u4f60\u9700\u8981\u4ed8\u51fa\u66f4\u591a\u52aa\u529b \u2014\u2014 \u4f60\u9700\u8981\u5728\u63d0\u793a\u8bcd\u4e2d\u5411\u5b83\u4eec\u63d0\u4f9b\u6700\u65b0\u793a\u4f8b\uff0c\u8bf4\u660e\u8fd9\u4e9b\u5e93\u5e94\u5982\u4f55\u4f7f\u7528\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u5c31\u5f15\u51fa\u4e86\u4f7f\u7528 LLM \u65f6\u6700\u91cd\u8981\u7684\u4e8b\u60c5\uff1a<\/section>\n<section><\/section>\n<section><strong>\u4e0a\u4e0b\u6587\u4e3a\u738b<\/strong><\/section>\n<section><\/section>\n<section>\u8981\u60f3\u8ba9 LLM \u7ed9\u51fa\u4f18\u826f\u7684\u7ed3\u679c\uff0c\u5f88\u5927\u4e00\u90e8\u5206\u5de5\u4f5c\u5728\u4e8e\u90fd\u53ef\u5f52\u7ed3\u4e3a\u7ba1\u7406\u4e0a\u4e0b\u6587\uff0c\u5373\u5f53\u524d\u5bf9\u8bdd\u7684\u4e00\u90e8\u5206\u6587\u672c\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u4e0a\u4e0b\u6587\u4e0d\u4ec5\u4ec5\u662f\u63d0\u4f9b\u7ed9 LLM \u7684\u63d0\u793a\u8bcd\uff1a\u6210\u529f\u7684 LLM \u4ea4\u4e92\u901a\u5e38\u91c7\u7528\u5bf9\u8bdd\u7684\u5f62\u5f0f\uff0c\u800c\u5176\u4e0a\u4e0b\u6587\u5305\u62ec\u5f53\u524d\u5bf9\u8bdd\u7ebf\u7a0b\u4e2d\u5b58\u5728\u7684\u6765\u81ea\u4f60\u7684\u6bcf\u6761\u6d88\u606f\u548c\u6765\u81ea LLM \u7684\u6bcf\u6761\u56de\u590d\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u4f60\u5f00\u59cb\u65b0\u7684\u5bf9\u8bdd\u65f6\uff0c\u4f60\u4f1a\u5c06\u8be5\u4e0a\u4e0b\u6587\u91cd\u7f6e\u4e3a\u96f6\u3002\u4e86\u89e3\u8fd9\u4e00\u70b9\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u5bf9\u4e8e\u4e0d\u518d\u6709\u7528\u7684\u5bf9\u8bdd\uff0c\u901a\u5e38\u7684\u89e3\u51b3\u65b9\u6cd5\u662f\u5c06\u4e00\u5207\u6e05\u9664\u5e72\u51c0\u5e76\u91cd\u65b0\u5f00\u59cb\u3002<\/section>\n<section><\/section>\n<section>\u4e00\u4e9b LLM \u7f16\u7a0b\u5de5\u5177\u4e0d\u4ec5\u4ec5\u9002\u7528\u4e8e\u5bf9\u8bdd\u3002\u4f8b\u5982\uff0cClaude Projects \u5141\u8bb8\u4f60\u9884\u5148\u586b\u5145\u5927\u91cf\u6587\u672c\uff0c\u5305\u62ec\u6700\u8fd1\u7684\u76f4\u63a5\u4ece GitHub \u5e93\u5bfc\u5165\u4ee3\u7801\u7684\u529f\u80fd \u2014\u2014 \u6211\u7ecf\u5e38\u4f7f\u7528\u8fd9\u4e2a\u529f\u80fd\u3002<\/section>\n<section><\/section>\n<section>Cursor \u548c VS Code Copilot \u7b49\u5de5\u5177\u4f1a\u81ea\u52a8\u5305\u542b\u5f53\u524d\u7f16\u8f91\u5668\u4f1a\u8bdd\u548c\u6587\u4ef6\u5e03\u5c40\u4e2d\u7684\u4e0a\u4e0b\u6587\uff0c\u6709\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528 Cursor \u7684 @commands \u7b49\u673a\u5236\u6765\u63d0\u53d6\u5176\u5b83\u6587\u4ef6\u6216\u6587\u6863\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4e3b\u8981\u76f4\u63a5\u4f7f\u7528 ChatGPT \u548c Claude \u7f51\u9875\u7248\u6216\u5e94\u7528\u754c\u9762\u7684\u539f\u56e0\u4e4b\u4e00\u662f\uff1a\u5b83\u80fd\u8ba9\u6211\u66f4\u5bb9\u6613\u51c6\u786e\u5730\u4e86\u89e3\u4e0a\u4e0b\u6587\u4e2d\u7684\u5185\u5bb9\u3002\u90a3\u4e9b\u5411\u6211\u9690\u7792\u4e0a\u4e0b\u6587\u7684 LLM \u5de5\u5177\u7684\u6548\u679c\u66f4\u5dee\u3002<\/section>\n<section><\/section>\n<section>\u53e6\u4e00\u4e2a\u4e8b\u5b9e\u4e5f\u53ef\u4e3a\u4f60\u6240\u7528\uff1a\u4e4b\u524d\u7684\u56de\u590d\u4e5f\u662f\u4e0a\u4e0b\u6587\u7684\u4e00\u90e8\u5206\u3002\u5bf9\u4e8e\u590d\u6742\u7684\u7f16\u7a0b\u4efb\u52a1\uff0c\u53ef\u4ee5\u5148\u5c1d\u8bd5\u8ba9 LLM \u7f16\u5199\u4e00\u4e2a\u66f4\u7b80\u5355\u7684\u7248\u672c\uff0c\u68c0\u67e5\u5b83\u662f\u5426\u6709\u6548\uff0c\u7136\u540e\u518d\u8fed\u4ee3\u6784\u5efa\u66f4\u590d\u6742\u7684\u5b9e\u73b0\u3002<\/section>\n<section><\/section>\n<section>\u6211\u5728\u5f00\u59cb\u65b0\u804a\u5929\u65f6\uff0c\u7ecf\u5e38\u4f1a\u628a\u73b0\u6709\u4ee3\u7801\u653e\u5165\u5230\u4e0a\u4e0b\u6587\u4e2d\uff0c\u7136\u540e\u518d\u4e0e LLM \u4e00\u8d77\u5408\u4f5c\u4ee5\u67d0\u79cd\u65b9\u5f0f\u6765\u4fee\u6539\u5b83\u3002<\/section>\n<section><\/section>\n<section>\u6211\u6700\u559c\u6b22\u7684\u4ee3\u7801\u63d0\u793a\u8bcd\u6280\u672f\u4e4b\u4e00\u662f\u653e\u5165\u51e0\u4e2a\u4e0e\u6211\u60f3\u8981\u6784\u5efa\u7684\u4e1c\u897f\u76f8\u5173\u7684\u5b8c\u6574\u793a\u4f8b\uff0c\u7136\u540e\u63d0\u793a LLM \u5c06\u5b83\u4eec\u7528\u4f5c\u65b0\u9879\u76ee\u7684\u7075\u611f\u3002\u5f53\u6211\u5728\u6784\u5efa\u6211\u7684 JavaScript OCR \u5e94\u7528\u65f6\uff0c\u6211\u8be6\u7ec6\u5730\u5199\u4e86\uff1a\u8be5\u5e94\u7528\u5e94\u7ed3\u5408 Tesseract.js \u548c PDF.js\u2014\u2014 \u8fd9\u4e24\u4e2a\u5e93\u6211\u8fc7\u53bb\u66fe\u4f7f\u7528\u8fc7\uff0c\u6211\u53ef\u4ee5\u5728\u63d0\u793a\u8bcd\u4e2d\u63d0\u4f9b\u6709\u6548\u793a\u4f8b\u3002<\/section>\n<section><\/section>\n<section><strong>\u8ba9\u5b83\u4eec\u63d0\u4f9b\u9009\u62e9<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u7684\u5927\u591a\u6570\u9879\u76ee\u90fd\u662f\u4ece\u4e00\u4e9b\u5f00\u653e\u5f0f\u95ee\u9898\u5f00\u59cb\u7684\uff1a\u6211\u60f3\u505a\u7684\u4e8b\u60c5\u662f\u5426\u53ef\u884c\uff1f\u6211\u53ef\u4ee5\u7528\u54ea\u4e9b\u6f5c\u5728\u65b9\u5f0f\u6765\u5b9e\u73b0\u5b83\uff1f\u54ea\u4e9b\u9009\u9879\u662f\u6700\u597d\u7684\uff1f<\/section>\n<section><\/section>\n<section>\u6211\u4f1a\u5c06 LLM \u7528\u4f5c\u521d\u59cb\u7814\u7a76\u9636\u6bb5\u7684\u4e00\u90e8\u5206\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4f1a\u4f7f\u7528\u8fd9\u6837\u7684\u63d0\u793a\uff1a\u300cRust \u4e2d\u6709\u54ea\u4e9b HTTP \u5e93\u53ef\u9009\uff1f\u5305\u62ec\u4f7f\u7528\u793a\u4f8b\u300d\u6216\u8005\u300cJavaScript \u4e2d\u6709\u54ea\u4e9b\u6709\u7528\u7684\u62d6\u653e\u5e93\uff1f\u4e3a\u6211\u6784\u5efa\u4e00\u4e2a\u5c55\u793a\u6bcf\u4e2a\u5e93\u7684\u5de5\u4ef6\u300d\uff08\u5bf9 Claude\uff09\u3002<\/section>\n<section><\/section>\n<section>\u8bad\u7ec3\u622a\u6b62\u65f6\u95f4\u5728\u8fd9\u91cc\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u8fd9\u610f\u5473\u7740 LLM \u4e0d\u4f1a\u5efa\u8bae\u4f7f\u7528\u8f83\u65b0\u7684\u5e93\u3002\u901a\u5e38\u8fd9\u6837\u6ca1\u95ee\u9898 \u2014\u2014 \u6211\u4e0d\u60f3\u8981\u6700\u65b0\u7684\uff0c\u6211\u60f3\u8981\u6700\u7a33\u5b9a\u7684\uff0c\u4ee5\u53ca\u5b58\u5728\u65f6\u95f4\u8db3\u591f\u957f\u7684\uff0c\u53ef\u4ee5\u89e3\u51b3\u9519\u8bef\u7684\u4e1c\u897f\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c\u6211\u8981\u4f7f\u7528\u66f4\u65b0\u7684\u4e1c\u897f\uff0c\u6211\u4f1a\u5728 LLM \u4e16\u754c\u4e4b\u5916\u81ea\u5df1\u505a\u7814\u7a76\u3002<\/section>\n<section><\/section>\n<section>\u5f00\u59cb\u4efb\u4f55\u9879\u76ee\u7684\u6700\u4f73\u65b9\u5f0f\u662f\u4f7f\u7528\u539f\u578b\u6765\u8bc1\u660e\u8be5\u9879\u76ee\u7684\u5173\u952e\u8981\u6c42\u53ef\u4ee5\u5f97\u5230\u6ee1\u8db3\u3002\u6211\u7ecf\u5e38\u53d1\u73b0\uff0cLLM \u53ef\u4ee5\u5728\u6211\u5750\u4e0b\u6765\u4f7f\u7528\u7b14\u8bb0\u672c\u7535\u8111\u7684\u51e0\u5206\u949f\u5185\u5c31\u8ba9\u6211\u83b7\u5f97\u90a3\u4e2a\u53ef\u884c\u7684\u539f\u578b \u2014\u2014 \u6709\u65f6\u751a\u81f3\u5728\u6211\u4f7f\u7528\u624b\u673a\u5de5\u4f5c\u65f6\u4e5f\u53ef\u4ee5\u3002<\/section>\n<section><\/section>\n<section><strong>\u544a\u8bc9\u5b83\u4eec\u786e\u5207\u8981\u505a\u4ec0\u4e48<\/strong><\/section>\n<section><\/section>\n<section>\u4e00\u65e6\u6211\u5b8c\u6210\u4e86\u521d\u6b65\u7814\u7a76\uff0c\u6211\u5c31\u4f1a\u5927\u5e45\u6539\u53d8\u6a21\u5f0f\u3002\u5bf9\u4e8e\u751f\u4ea7\u7ea7\u4ee3\u7801\uff0c\u6211\u5bf9 LLM \u7684\u4f7f\u7528\u66f4\u52a0\u4e13\u5236\uff1a\u6211\u4f1a\u628a\u5b83\u5f53\u4f5c\u6570\u5b57\u5b9e\u4e60\u751f\uff0c\u5de5\u4f5c\u5185\u5bb9\u662f\u6839\u636e\u6211\u7684\u8be6\u7ec6\u6307\u793a\u6765\u5199\u4ee3\u7801\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u91cc\u6709\u4e2a\u6700\u8fd1\u7684\u4f8b\u5b50\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f7060ca00f517c4fc630835ff5ad4d76.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f7060ca00f517c4fc630835ff5ad4d76.png\"><\/a><\/section>\n<section>\u6211\u53ef\u4ee5\u81ea\u5df1\u5199\u8fd9\u4e2a\u51fd\u6570\uff0c\u4f46\u6211\u9700\u8981\u82b1\u4e0a\u5341\u4e94\u5206\u949f\u6765\u67e5\u627e\u6240\u6709\u7ec6\u8282\uff0c\u624d\u80fd\u4f7f\u4ee3\u7801\u6b63\u5e38\u5de5\u4f5c\u3002Claude \u5728 15 \u79d2\u5185\u5c31\u641e\u5b9a\u4e86\u3002<\/section>\n<section><\/section>\n<section>\u6211\u53d1\u73b0\uff0c\u5bf9\u4e8e\u6211\u5728\u8fd9\u91cc\u4f7f\u7528\u7684\u51fd\u6570\u7b7e\u540d\uff0cLLM \u7684\u54cd\u5e94\u975e\u5e38\u597d\u3002\u6211\u7684\u5de5\u4f5c\u662f\u4f5c\u4e3a\u51fd\u6570\u8bbe\u8ba1\u8005\uff0cLLM \u8d1f\u8d23\u6839\u636e\u6211\u7684\u89c4\u8303\u6784\u5efa\u4e3b\u4f53\u3002<\/section>\n<section><\/section>\n<section>\u6211\u7ecf\u5e38\u8fd8\u4f1a\u63d0\u51fa\u8ddf\u8fdb\u8981\u6c42\uff0c\u6bd4\u5982\u300c\u73b0\u5728\u7528 pytest \u7ed9\u6211\u5199\u6d4b\u8bd5\u300d\u3002\u518d\u6b21\u5f3a\u8c03\uff0c\u9009\u62e9\u54ea\u79cd\u6280\u672f\u5b8c\u5168\u7531\u6211\u51b3\u5b9a \u2014\u2014 \u6211\u5e0c\u671b LLM \u80fd\u5e2e\u6211\u7701\u53bb\u5f55\u5165\u5df2\u7ecf\u5b58\u5728\u4e8e\u6211\u8111\u5b50\u91cc\u7684\u4ee3\u7801\u7684\u65f6\u95f4\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c\u4f60\u5bf9\u6b64\u7684\u53cd\u5e94\u662f\u300c\u8f93\u5165\u4ee3\u7801\u80af\u5b9a\u6bd4\u8f93\u5165\u82f1\u6587\u6307\u4ee4\u8981\u5feb\u300d\uff0c\u6211\u53ea\u80fd\u544a\u8bc9\u4f60\uff0c\u5bf9\u6211\u6765\u8bf4\u5df2\u7ecf\u4e0d\u662f\u8fd9\u6837\u4e86\u3002\u4ee3\u7801\u5fc5\u987b\u6b63\u786e\u3002\u800c\u82f1\u8bed\u4e2d\u5b58\u5728\u5927\u91cf\u6377\u5f84\u3001\u5947\u601d\u5999\u60f3\u548c\u62fc\u5199\u9519\u8bef\uff0c\u6bd4\u5982\u5982\u679c\u4f60\u8bb0\u4e0d\u4f4f\u540d\u5b57\uff0c\u4f60\u53ef\u4ee5\u8bf4\u300c\u4f7f\u7528\u90a3\u4e2a\u6d41\u884c\u7684 HTTP \u5e93\u300d\u3002<\/section>\n<section><\/section>\n<section>\u4f18\u79c0\u7684\u7f16\u7a0b LLM \u975e\u5e38\u64c5\u957f\u586b\u8865\u7a7a\u767d\u3002\u5b83\u4eec\u4e5f\u8fdc\u6ca1\u6709\u6211\u90a3\u4e48\u61d2 \u2014\u2014 \u5b83\u4eec\u603b\u662f\u4f1a\u8bb0\u5f97\u6355\u6349\u53ef\u80fd\u7684\u5f02\u5e38\uff0c\u6dfb\u52a0\u51c6\u786e\u7684\u6587\u6863\u5b57\u7b26\u4e32\uff0c\u5e76\u7528\u76f8\u5173\u7684\u7c7b\u578b\u6807\u6ce8\u4ee3\u7801\u3002<\/section>\n<section><\/section>\n<section><strong>\u4f60\u5fc5\u987b\u6d4b\u8bd5\u5b83\u5199\u7684\u5185\u5bb9\uff01<\/strong><\/section>\n<section><\/section>\n<section>\u6709\u4e00\u4ef6\u4e8b\u662f\u4f60\u7edd\u5bf9\u4e0d\u80fd\u5916\u5305\u7ed9\u673a\u5668\u7684\uff0c\u90a3\u5c31\u662f\u6d4b\u8bd5\u4ee3\u7801\u662f\u5426\u771f\u7684\u6709\u6548\u3002<\/section>\n<section><\/section>\n<section>\u4f5c\u4e3a\u8f6f\u4ef6\u5f00\u53d1\u8005\uff0c\u4f60\u7684\u8d23\u4efb\u662f\u63d0\u4f9b\u80fd\u6709\u6548\u5de5\u4f5c\u7684\u7cfb\u7edf\u3002\u5982\u679c\u4f60\u8fd8\u6ca1\u6709\u770b\u5230\u5b83\u8fd0\u884c\uff0c\u90a3\u4e48\u5b83\u5c31\u4e0d\u662f\u4e00\u4e2a\u6709\u6548\u7684\u7cfb\u7edf\u3002\u4f60\u9700\u8981\u4eb2\u624b\u8bd5\u8bd5\u770b\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4ef6\u4e8b\u505a\u8d77\u6765\u53ef\u80fd\u6ca1\u591a\u5c11\u8da3\u5473\uff0c\u4f46\u5b83\u4e00\u76f4\u662f\u4ea4\u4ed8\u826f\u597d\u4ee3\u7801\u7684\u5173\u952e\u90e8\u5206 \u2014\u2014 \u65e0\u8bba\u6709\u6ca1\u6709 LLM \u53c2\u4e0e\u5176\u4e2d\u3002<\/section>\n<section><\/section>\n<section><strong>\u8bb0\u4f4f\u8fd9\u53ea\u662f\u4e00\u6b21\u5bf9\u8bdd<\/strong><\/section>\n<section><\/section>\n<section>\u5982\u679c\u6211\u4e0d\u559c\u6b22 LLM \u5199\u7684\u4e1c\u897f\uff0c\u53ef\u4ee5\u9a6c\u4e0a\u8ba9\u5b83\u91cd\u6784\uff0c\u800c\u5b83\u7edd\u5bf9\u4e0d\u4f1a\u62b1\u6028\uff01\u300c\u5c06\u91cd\u590d\u7684\u4ee3\u7801\u5206\u89e3\u6210\u4e00\u4e2a\u51fd\u6570\u300d\u3001\u300c\u4f7f\u7528\u5b57\u7b26\u4e32\u64cd\u4f5c\u65b9\u6cd5\u800c\u4e0d\u662f\u6b63\u5219\u8868\u8fbe\u5f0f\u300d\uff0c\u751a\u81f3\u300c\u5199\u66f4\u597d\u4e00\u70b9\uff01\u300d<\/section>\n<section><\/section>\n<section>LLM \u7b2c\u4e00\u6b21\u7f16\u5199\u7684\u4ee3\u7801\u5f88\u5c11\u662f\u6700\u7ec8\u7684\u5b9e\u73b0\uff0c\u4f46\u5b83\u4eec\u53ef\u4ee5\u4e3a\u4f60\u91cd\u65b0\u8f93\u5165\u51e0\u5341\u6b21\uff0c\u800c\u4e0d\u4f1a\u611f\u5230\u6cae\u4e27\u6216\u65e0\u804a\u3002<\/section>\n<section><\/section>\n<section>\u5076\u5c14\u6211\u4f1a\u4ece\u6211\u7684\u7b2c\u4e00\u4e2a\u63d0\u793a\u4e2d\u83b7\u5f97\u5f88\u597d\u7684\u7ed3\u679c \u2014\u2014 \u6211\u7ec3\u4e60\u5f97\u8d8a\u591a\uff0c\u7ed3\u679c\u5c31\u8d8a\u9891\u7e41 \u2014\u2014 \u4f46\u6211\u4e00\u76f4\u505a\u597d\u4e86\u9700\u8981\u540e\u7eed\u8ddf\u8fdb\u7684\u51c6\u5907\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4e00\u76f4\u5f88\u597d\u5947\uff0c\u8fd9\u662f\u5426\u662f\u4eba\u4eec\u9519\u8fc7\u7684\u5173\u952e\u6280\u5de7\u4e4b\u4e00 \u2014\u2014 \u7cdf\u7cd5\u7684\u521d\u59cb\u7ed3\u679c\u5e76\u4e0d\u662f\u5931\u8d25\uff0c\u800c\u662f\u4e00\u4e2a\u8d77\u70b9\uff0c\u57fa\u4e8e\u6b64\u624d\u80fd\u5c06\u6a21\u578b\u63a8\u5411\u4f60\u771f\u6b63\u60f3\u8981\u7684\u65b9\u5411\u3002<\/section>\n<section><\/section>\n<section><strong>\u4f7f\u7528\u53ef\u4ee5\u4e3a\u4f60\u8fd0\u884c\u4ee3\u7801\u7684\u5de5\u5177<\/strong><\/section>\n<section><\/section>\n<section>\u73b0\u5728\u8d8a\u6765\u8d8a\u591a\u7684 LLM \u7f16\u7a0b\u5de5\u5177\u80fd\u591f\u4e3a\u4f60\u8fd0\u884c\u4ee3\u7801\u3002\u6211\u5bf9\u5176\u4e2d\u4e00\u4e9b\u7565\u5fae\u8c28\u614e\uff0c\u56e0\u4e3a\u9519\u8bef\u7684\u547d\u4ee4\u53ef\u80fd\u4f1a\u9020\u6210\u771f\u5b9e\u7684\u635f\u5bb3\uff0c\u6240\u4ee5\u6211\u503e\u5411\u4e8e\u575a\u6301\u4f7f\u7528\u5728\u5b89\u5168\u6c99\u7bb1\u4e2d\u8fd0\u884c\u4ee3\u7801\u7684\u5de5\u5177\u3002\u6211\u73b0\u5728\u6700\u559c\u6b22\u7684\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>ChatGPT Code Interpreter<\/strong>\uff0cChatGPT \u53ef\u4ee5\u76f4\u63a5\u5728 OpenAI \u7ba1\u7406\u7684 Kubernetes \u6c99\u7bb1 VM \u4e2d\u7f16\u5199\u5e76\u6267\u884c Python \u4ee3\u7801\u3002\u8fd9\u662f\u5b8c\u5168\u5b89\u5168\u7684 \u2014\u2014 \u5b83\u751a\u81f3\u65e0\u6cd5\u5efa\u7acb\u51fa\u7ad9\u7f51\u7edc\u8fde\u63a5\uff0c\u56e0\u6b64\u5b9e\u9645\u4e0a\u53ef\u80fd\u53d1\u751f\u7684\u4e00\u5207\u5c31\u662f\u4e34\u65f6\u6587\u4ef6\u7cfb\u7edf\u88ab\u7834\u574f\u7136\u540e\u91cd\u7f6e\u3002<\/section>\n<\/li>\n<li>\n<section><strong>Claude Artifacts<\/strong>\uff0cClaude \u53ef\u4ee5\u4e3a\u4f60\u6784\u5efa\u4e00\u4e2a\u5b8c\u6574\u7684 HTML+JavaScript+CSS Web \u5e94\u7528\uff0c\u8be5\u5e94\u7528\u663e\u793a\u5728 Claude \u754c\u9762\u4e2d\u3002\u8fd9\u4e2a Web \u5e94\u7528\u663e\u793a\u5728\u4e00\u4e2a\u975e\u5e38\u5c01\u95ed\u7684 iframe \u6c99\u7bb1\u4e2d \u2014\u2014 \u8fd9\u867d\u7136\u6781\u5927\u5730\u9650\u5236\u4e86\u5b83\u53ef\u4ee5\u505a\u7684\u4e8b\u60c5\uff0c\u4f46\u53ef\u4ee5\u9632\u6b62\u610f\u5916\u6cc4\u9732\u4f60\u7684\u79c1\u4eba Claude \u6570\u636e\u7b49\u95ee\u9898\u3002<\/section>\n<\/li>\n<li>\n<section><strong>ChatGPT Canvas<\/strong> \u662f\u4e00\u4e2a\u8f83\u65b0\u7684 ChatGPT \u529f\u80fd\uff0c\u5177\u6709\u4e0e Claude Artifacts \u7c7b\u4f3c\u7684\u529f\u80fd\u3002\u6211\u81ea\u5df1\u8fd8\u6ca1\u6709\u5bf9\u6b64\u8fdb\u884c\u8db3\u591f\u7684\u63a2\u7d22\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5982\u679c\u4f60\u613f\u610f\u66f4\u5192\u9669\u4e00\u70b9\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>Cursor<\/strong> \u6709\u4e00\u4e2a\u300cAgent\u300d\u529f\u80fd\u53ef\u4ee5\u505a\u5230\u8fd9\u4e00\u70b9\uff0c<strong>Windsurf<\/strong> \u548c\u8d8a\u6765\u8d8a\u591a\u7684\u5176\u5b83\u7f16\u8f91\u5668\u4e5f\u662f\u5982\u6b64\u3002\u6211\u8fd8\u6ca1\u6709\u82b1\u8db3\u591f\u7684\u65f6\u95f4\u7814\u7a76\u8fd9\u4e9b\uff0c\u6240\u4ee5\u6211\u4e0d\u80fd\u63d0\u4f9b\u76f8\u5173\u63a8\u8350\u3002<\/section>\n<\/li>\n<li>\n<section><strong>Aider<\/strong> \u662f\u8fd9\u4e9b\u6a21\u5f0f\u7684\u9886\u5148\u5f00\u6e90\u5b9e\u73b0\uff0c\u662f dogfooding \u7684\u4e00\u4e2a\u5f88\u597d\u7684\u4f8b\u5b50 \u2014\u2014Aider \u7684\u6700\u65b0\u7248\u672c\u6709 80% \u4ee5\u4e0a\u662f\u7531 Aider \u81ea\u5df1\u7f16\u5199\u7684\u3002https:\/\/aider.chat\/<\/section>\n<\/li>\n<li>\n<section><strong>Claude Code<\/strong> \u662f Anthropic \u8fdb\u5165\u8fd9\u4e2a\u9886\u57df\u7684\u65b0\u6210\u5458\u3002\u6211\u5c06\u5728\u7a0d\u540e\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u8be5\u5de5\u5177\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8fd9\u79cd\u5728\u4ea4\u4e92\u6d41\u7a0b\u4e2d\u8fd0\u884c\u4ee3\u7801\u7684\u6a21\u5f0f\u975e\u5e38\u5f3a\u5927\u3002\u6211\u5728\u9009\u62e9\u6838\u5fc3 LLM \u7f16\u7a0b\u5de5\u5177\u65f6\uff0c\u4e3b\u8981\u5c31\u662f\u770b\u5b83\u4eec\u662f\u5426\u53ef\u4ee5\u5b89\u5168\u5730\u8fd0\u884c\u548c\u8fed\u4ee3\u6211\u7684\u4ee3\u7801\u3002<\/section>\n<section><\/section>\n<section><strong>\u6c1b\u56f4\u7f16\u7a0b\u662f\u4e00\u79cd\u5f88\u597d\u7684\u5b66\u4e60\u65b9\u5f0f<\/strong><\/section>\n<section><\/section>\n<section>Andrej Karpathy \u4e00\u4e2a\u591a\u6708\u524d\u521b\u9020\u4e86\u6c1b\u56f4\u7f16\u7a0b\uff08vibe coding\uff09\u4e00\u8bcd\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d3e408b1997f857c3dd4e2745a98fa8f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d3e408b1997f857c3dd4e2745a98fa8f.png\"><\/a><\/section>\n<section>Andrej \u8ba4\u4e3a\u8fd9\u300c\u5bf9\u4e8e\u4e00\u6b21\u6027\u7684\u5468\u672b\u9879\u76ee\u6765\u8bf4\u8fd8\u4e0d\u9519\u300d\u3002\u8fd9\u4e5f\u662f\u63a2\u7d22\u8fd9\u4e9b\u6a21\u578b\u529f\u80fd\u7684\u7edd\u4f73\u65b9\u5f0f \u2014\u2014 \u800c\u4e14\u771f\u7684\u5f88\u6709\u8da3\u3002<\/section>\n<section><\/section>\n<section>\u5b66\u4e60 LLM \u7684\u6700\u4f73\u65b9\u5f0f\u5c31\u662f\u73a9\u5b83\u4eec\u3002\u5411\u5b83\u4eec\u629b\u51fa\u8352\u8c2c\u7684\u60f3\u6cd5\uff0c\u7136\u540e\u8fdb\u884c\u6c1b\u56f4\u7f16\u7a0b\uff0c\u76f4\u5230\u5b83\u4eec\u57fa\u672c\u53ef\u4ee5\u6b63\u5e38\u5de5\u4f5c\uff0c\u8fd9\u662f\u4e00\u79cd\u771f\u6b63\u6709\u7528\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u8ba9\u4f60\u66f4\u5feb\u5730\u5bf9\u4ec0\u4e48\u6709\u6548\u3001\u4ec0\u4e48\u65e0\u6548\u5f62\u6210\u76f4\u89c9\u8ba4\u8bc6<\/section>\n<section><\/section>\n<section>\u65e9\u5728 Andrej \u7ed9\u5b83\u547d\u540d\u4e4b\u524d\uff0c\u6211\u5c31\u5df2\u7ecf\u5f00\u59cb\u8fdb\u884c\u6c1b\u56f4\u7f16\u7a0b\u4e86\uff01\u6211\u7684 simonw\/tools GitHub \u5b58\u50a8\u5e93\u6709 77 \u4e2a HTML+JavaScript \u5e94\u7528\u548c 6 \u4e2a Python \u5e94\u7528\uff0c\u6bcf\u4e2a\u5e94\u7528\u90fd\u662f\u901a\u8fc7\u63d0\u793a LLM \u6784\u5efa\u7684\u3002\u6211\u4ece\u6784\u5efa\u8fd9\u4e2a\u96c6\u5408\u4e2d\u5b66\u5230\u4e86\u5f88\u591a\u4e1c\u897f\uff0c\u6211\u4ee5\u6bcf\u5468\u51e0\u4e2a\u65b0\u539f\u578b\u7684\u901f\u5ea6\u5411\u5176\u4e2d\u6dfb\u52a0\u5185\u5bb9\uff1ahttps:\/\/github.com\/simonw\/tools<\/section>\n<section><\/section>\n<section>\u4f60\u53ef\u4ee5\u5728\u00a0tools.simonwillison.net\u00a0\u4e0a\u76f4\u63a5\u8bd5\u7528\u6211\u7684\u5927\u90e8\u5206\u5de5\u5177 \u2014\u2014 \u8fd9\u662f\u8fd9\u4e2a\u5e93\u7684 GitHub Pages \u53d1\u5e03\u7248\u672c\u3002<\/section>\n<section><\/section>\n<section><strong>\u4f7f\u7528 Claude Code \u7684\u4e00\u4e2a\u8be6\u7ec6\u793a\u4f8b<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u64b0\u5199\u672c\u6587\u65f6\uff0c\u6211\u60f3\u5230\u4e86\u00a0tools.simonwillison.net\/colophon\u00a0\u9875\u9762 \u2014\u2014 \u6211\u60f3\u8981\u4e00\u4e2a\u53ef\u4ee5\u94fe\u63a5\u5230\u7684\u4e1c\u897f\uff0c\u4ee5\u6bd4 GitHub \u66f4\u660e\u663e\u7684\u65b9\u5f0f\u663e\u793a\u6211\u7684\u6bcf\u4e2a\u5de5\u5177\u7684\u63d0\u4ea4\u5386\u53f2\u8bb0\u5f55\u3002<\/section>\n<section><\/section>\n<section>\u6211\u51b3\u5b9a\u5229\u7528\u8fd9\u4e2a\u673a\u4f1a\u5c55\u793a\u6211\u7684 AI \u8f85\u52a9\u7f16\u7a0b\u8fc7\u7a0b\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u8fd9\u4e2a\u4efb\u52a1\uff0c\u6211\u4f7f\u7528\u4e86 Claude Code\uff0c\u56e0\u4e3a\u6211\u5e0c\u671b\u5b83\u80fd\u591f\u76f4\u63a5\u6839\u636e\u6211\u7b14\u8bb0\u672c\u7535\u8111\u4e0a\u73b0\u6709\u7684\u5de5\u5177\u5e93\u8fd0\u884c Python \u4ee3\u7801\u3002<\/section>\n<section><\/section>\n<section>\u5728\u6211\u7684\u4f1a\u8bdd\u7ed3\u675f\u65f6\u8fd0\u884c \/cost \u547d\u4ee4\uff0c\u4f1a\u5411\u6211\u663e\u793a\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a857f99aabd5375c21975a24e0462a9e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a857f99aabd5375c21975a24e0462a9e.png\"><\/a><\/section>\n<section>\u5176\u6700\u521d\u7684\u9879\u76ee\u4ece\u5f00\u59cb\u5230\u7ed3\u675f\u53ea\u82b1\u4e86\u6211 17 \u5206\u949f\u591a\u4e00\u70b9\u7684\u65f6\u95f4\uff0c\u5e76\u4e14\u5728\u8c03\u7528 Anthropic \u7684 API \u4e0a\u4ec5\u82b1\u8d39\u4e86 61 \u7f8e\u5206\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4f1a\u786e\u5207\u5730\u544a\u8bc9\u6a21\u578b\u6211\u60f3\u8981\u6784\u5efa\u4ec0\u4e48\u3002\u4e0b\u9762\u662f\u6211\u7684\u63d0\u793a\u8bcd\u5e8f\u5217\uff0c\u5b8c\u6574\u8bb0\u5f55\u5728\u8fd9\u91cc\uff1ahttps:\/\/gist.github.com\/simonw\/323e1b00ee4f8453c7834a7560eeafc1<\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0c\u6211\u8981\u6c42 LLM \u7f16\u5199\u4e00\u4e2a\u521d\u59cb\u811a\u672c\u6765\u6536\u96c6\u65b0\u9875\u9762\u6240\u9700\u7684\u6570\u636e\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-cf5cc0988fab597e5e681536b5f2ff5c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-cf5cc0988fab597e5e681536b5f2ff5c.png\"><\/a><\/section>\n<section>\u6211\u771f\u7684\u6ca1\u6709\u8ba4\u771f\u8003\u8651\u8fc7\u4e0a\u9762\u7684\u9996\u4e2a\u63d0\u793a\u8bcd \u2014\u2014 \u5b83\u66f4\u50cf\u662f\u6211\u5728\u601d\u8003\u521d\u59cb\u95ee\u9898\u65f6\u8f93\u5165\u5230\u673a\u5668\u4eba\u4e2d\u7684\u610f\u8bc6\u6d41\u3002<\/section>\n<section><\/section>\n<section>\u6211\u68c0\u67e5\u4e86\u521d\u59cb\u7ed3\u679c\u5e76\u53d1\u73b0\u4e86\u4e00\u4e9b\u95ee\u9898\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c13e6f0ee9419607e36ca6480fd64886.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c13e6f0ee9419607e36ca6480fd64886.png\"><\/a><\/section>\n<section>\u7136\u540e\u6211\u6539\u53d8\u4e86\u4e3b\u610f \u2014\u2014 \u6211\u4e5f\u60f3\u8981\u90a3\u4e9b\u5b8c\u6574\u7684\u63d0\u4ea4\u6d88\u606f\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2a3256440cf62c377cd5fb7b96a2eb90.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2a3256440cf62c377cd5fb7b96a2eb90.png\"><\/a><\/section>\n<section>\u50cf\u8fd9\u6837\u63d0\u4f9b\u793a\u4f8b\u662f\u83b7\u5f97\u4f60\u60f3\u8981\u7684\u786e\u5207\u5185\u5bb9\u7684\u7edd\u4f73\u6377\u5f84\u3002<\/section>\n<section><\/section>\n<section>\u8bf7\u6ce8\u610f\uff0c\u6211\u4ece\u672a\u67e5\u770b\u8fc7\u5728 gather_links.py \u4e2d\u7f16\u5199\u7684\u4ee3\u7801\uff01\u8fd9\u662f\u7eaf\u7cb9\u7684\u6c1b\u56f4\u7f16\u7a0b\uff1a\u6211\u6b63\u5728\u67e5\u770b\u5b83\u5728\u505a\u4ec0\u4e48\uff0c\u4f46\u6211\u628a\u5b9e\u73b0\u7ec6\u8282\u5b8c\u5168\u7559\u7ed9\u4e86 LLM\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e2a JSON \u770b\u8d77\u6765\u8fd8\u4e0d\u9519\uff0c\u6240\u4ee5\u6211\u6307\u793a LLM\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-738e2085e33b47b4a176de7d2f1c37fd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-738e2085e33b47b4a176de7d2f1c37fd.png\"><\/a><\/section>\n<section>Claude \u77e5\u9053 GitHub URL \u7684\u5de5\u4f5c\u65b9\u5f0f\uff0c\u56e0\u6b64\u544a\u8bc9\u5b83\u63d0\u4ea4\u7684\u94fe\u63a5\u5e76\u63d0\u4f9b\u5e93\u540d\u79f0\u5c31\u8db3\u591f\u4e86\uff0c\u5b83\u731c\u6d4b\u8fd9\u4e9b\u63d0\u4ea4 URL \u662f\u00a0https:\/\/github.com\/simonw\/tools\/commit\/fd9daf885c924ba277806b3440457d52b0ad90a8<\/section>\n<section><\/section>\n<section>\u6211\u7ecf\u5e38\u53d1\u73b0 Claude \u5728\u7f51\u9875\u8bbe\u8ba1\u65b9\u9762\u6709\u5f88\u597d\u7684\u9ed8\u8ba4\u54c1\u5473 \u2014\u2014 \u6211\u53ea\u662f\u8bf4\u4e86\u300c\u9875\u9762\u5e94\u8be5\u9002\u5408\u79fb\u52a8\u8bbe\u5907\u300d\uff0c\u7136\u540e\u5269\u4e0b\u7684\u5c31\u4ea4\u7ed9\u5b83\u4e86\u3002<\/section>\n<section><\/section>\n<section>Claude \u4e0d\u505c\u5730\u4e3a\u6211\u6784\u5efa\u4e0d\u6b63\u786e\u7684\u9875\u9762\uff0c\u6240\u4ee5\u6211\u53d1\u51fa\u6307\u4ee4\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-dbfbdf07acf0c87fc1f7cf5e483430ed.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-dbfbdf07acf0c87fc1f7cf5e483430ed.png\"><\/a><\/section>\n<section>\u7136\u540e\u5b83\u81ea\u5df1\u4fee\u590d\u4e86\u6240\u6709\u9519\u8bef\uff0c\u53ea\u5269\u4e0b\u6211\u51b3\u5b9a\u8981\u505a\u7684\u4e24\u5904\u66f4\u6539\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-07fe4fae6f85a5bbaf607be08d44a154.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-07fe4fae6f85a5bbaf607be08d44a154.png\"><\/a><\/section>\n<section>\u6574\u4e2a\u9879\u76ee\u5c31\u5b8c\u6210\u4e86\uff01\u7ed3\u679c\u6587\u4ef6\u4e3a build_colophon.py\uff0c\u5b83\u751f\u6210\u7684\u9875\u9762\u770b\u8d77\u6765\u76f8\u5f53\u4e0d\u9519\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-605db895dff182f83fe59e925c8f046b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-605db895dff182f83fe59e925c8f046b.png\"><\/a><\/section>\n<section>\u8fd8\u6709\u4e00\u9879\u4efb\u52a1\uff1a\u6211\u9700\u8981\u5c06\u65b0\u7684 colophon \u4f5c\u4e3a\u6211\u7f51\u7ad9\u7684\u4e00\u90e8\u5206\u8fdb\u884c\u90e8\u7f72\uff0c\u4f46\u6211\u4e0d\u60f3\u5c06\u65b0\u7684 colophon.html \u9875\u9762\u7b7e\u5165\u5e93\u672c\u8eab\u3002\u6211\u60f3\u8981\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684 GitHub Pages \u6784\u5efa\u8fc7\u7a0b\u3002<\/section>\n<section><\/section>\n<section>\u6211\u542f\u52a8\u4e86\u4e00\u4e2a\u5168\u65b0\u7684 Claude Code \u4f1a\u8bdd\uff0c\u770b\u770b Claude \u662f\u5426\u4e5f\u80fd\u505a\u597d\u8fd9\u4ef6\u4e8b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b9d1011cc1f19058baf66adfd8bf5bd7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b9d1011cc1f19058baf66adfd8bf5bd7.png\"><\/a><\/section>\n<section>\u4e0e\u7b2c\u4e00\u6b21\u4e0d\u540c\uff0c\u8fd9\u6b21\u6211\u975e\u5e38\u4ed4\u7ec6\u5730\u89c2\u5bdf\u4e86\u5b83\u5728\u505a\u4ec0\u4e48 \u2014\u2014 \u6211\u4e0d\u77e5\u9053\u5982\u4f55\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u81ea\u5b9a\u4e49 GitHub Pages \u6784\u5efa\uff0c\u6211\u60f3\u5b66\u4e60\u5982\u4f55\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u5e76\u4fdd\u6301\u8c28\u614e\uff0c\u56e0\u4e3a\u5b83\u53ef\u80fd\u4f1a\u4ea7\u751f\u5e7b\u89c9\u5e76\u5bfc\u81f4\u4efb\u52a1\u5931\u8d25\u3002<\/section>\n<section><\/section>\n<section>\u5b83\u544a\u8bc9\u6211\u5b83\u60f3\u8981\u521b\u5efa\u8fd9\u4e2a\u6587\u4ef6\u5e76\u8bf7\u6c42\u6211\u7684\u8bb8\u53ef\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-4e0ec4d6772b7cc9708372a9bfb5ebf1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-4e0ec4d6772b7cc9708372a9bfb5ebf1.png\"><\/a><\/section>\n<section>\u6211\u60f3\u8fd9\u662f\u6b63\u786e\u7684\uff1f\u6211\u5f88\u559c\u6b22\u8fd9\u4e2a\u6ce8\u91ca\u300cNeed full history for git log in gather_links.py\u300d\u2014\u2014 \u8fd9\u662f\u6211\u5f88\u5bb9\u6613\u5ffd\u89c6\u7684\u3002<\/section>\n<section><\/section>\n<section>\u7136\u540e\u5b83\u8bf4\u5b83\u60f3\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6dfb\u52a0\u5230 .gitignore\u2014\u2014 \u542c\u8d77\u6765\u662f\u4e2a\u597d\u4e3b\u610f\u3002<\/section>\n<section><\/section>\n<section>\u5b83\u8f93\u51fa\u4e86\u5bf9\u4ee5\u4e0a\u64cd\u4f5c\u7684\u603b\u7ed3\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-174d43ca199d115f3a8c1b4164f88808.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-174d43ca199d115f3a8c1b4164f88808.png\"><\/a><\/section>\n<section>\u6211\u67e5\u770b\u4e86\u5b83\u7684\u6210\u672c\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-87d4af72194fed497d775e0b5fa09d0c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-87d4af72194fed497d775e0b5fa09d0c.png\"><\/a><\/section>\n<section>\u56e0\u6b64\uff0c\u4f7f\u7528 Claude API \u82b1\u8d39\u4e86 17 \u7f8e\u5206\u548c 45 \u79d2\u3002\uff08\u6211\u5206\u5fc3\u4e86\uff0c\u56e0\u6b64\u603b\u5171\u82b1\u8d39\u4e86 10 \u5206\u949f\u3002\uff09\u8fd9\u91cc\u662f\u5b8c\u6574\u8bb0\u5f55\uff1ahttps:\/\/gist.github.com\/simonw\/a560b07eef577e6183021d1ccaae7e07<\/section>\n<section><\/section>\n<section>\u8fd9\u4e9b\u4ee3\u7801\u770b\u8d77\u6765\u4e0d\u4f1a\u4e0d\u53ef\u9006\u5730\u7834\u574f\u4efb\u4f55\u4e1c\u897f\uff0c\u56e0\u6b64\u6211\u5c06\u5176 push \u5230\u4e86 GitHub\uff0c\u7136\u540e\u770b\u770b\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002<\/section>\n<section><\/section>\n<section>\u2026\u2026\u6210\u529f\u4e86\uff01\u6211\u7684 colophon \u9875\u9762\u5df2\u4e0a\u7ebf\u3002<\/section>\n<section><\/section>\n<section>\u6709\u4e00\u4e2a\u95ee\u9898\u3002\u6211\u5728 GitHub Actions \u8fd0\u884c\u65f6\u89c2\u5bdf\u4e86\u5b83\uff0c\u53d1\u73b0\u6709\u4e9b\u4e0d\u5bf9\u52b2\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6e42d58a6f052996aceac6743b037792.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6e42d58a6f052996aceac6743b037792.png\"><\/a><\/section>\n<section>\u6211\u539f\u672c\u671f\u5f85\u7684\u662f\u300cTest\u300djob\uff0c\u4f46\u4e3a\u4ec0\u4e48\u6709\u4e24\u4e2a\u4e0d\u540c\u7684\u90e8\u7f72\uff1f<\/section>\n<section><\/section>\n<section>\u6211\u6709\u4e00\u79cd\u9884\u611f\uff0c\u4e4b\u524d\u7684\u9ed8\u8ba4 Jekyll \u90e8\u7f72\u4ecd\u5728\u8fd0\u884c\uff0c\u800c\u65b0\u7684\u90e8\u7f72\u540c\u65f6\u8fd0\u884c \u2014\u2014 \u65b0\u811a\u672c\u5b8c\u6210\u5f97\u665a\u5e76\u8986\u76d6\u4e86\u539f\u59cb\u811a\u672c\u7684\u7ed3\u679c\uff0c\u8fd9\u7eaf\u7cb9\u662f\u65f6\u95f4\u4e0a\u7684\u8fd0\u6c14\u3002<\/section>\n<section><\/section>\n<section>\u662f\u65f6\u5019\u6682\u65f6\u653e\u4e0b LLM \u5e76\u9605\u8bfb\u4e00\u4e9b\u6587\u6863\u4e86\uff01<\/section>\n<section><\/section>\n<section>\u6211\u5728 GitHub Pages \u7684\u4f7f\u7528\u81ea\u5b9a\u4e49\u5de5\u4f5c\u6d41\u4e2d\u627e\u5230\u4e86\u8fd9\u4e2a\u9875\u9762\uff0c\u4f46\u5b83\u6ca1\u6709\u544a\u8bc9\u6211\u6211\u9700\u8981\u77e5\u9053\u7684\u5185\u5bb9\u3002<\/section>\n<section><\/section>\n<section>\u51fa\u4e8e\u53e6\u4e00\u4e2a\u76f4\u89c9\uff0c\u6211\u68c0\u67e5\u4e86\u6211\u7684\u5e93\u7684 GitHub Pages \u8bbe\u7f6e\u754c\u9762\uff0c\u53d1\u73b0\u4e86\u8fd9\u4e2a\u9009\u9879\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-79be7ff135725b56ac6b3c862a5cda6a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-79be7ff135725b56ac6b3c862a5cda6a.png\"><\/a><\/section>\n<section>\u6211\u7684\u4ed3\u5e93\u8bbe\u7f6e\u4e3a\u300c\u4ece\u5206\u652f\u90e8\u7f72\u300d\uff0c\u6240\u4ee5\u6211\u5c06\u5176\u5207\u6362\u5230\u300cGitHub Actions\u300d\u3002<\/section>\n<section><\/section>\n<section>\u6211\u624b\u52a8\u66f4\u65b0\u4e86\u6211\u7684 README.md\uff0c\u4ee5\u5728\u6b64\u63d0\u4ea4\u4e2d\u6dfb\u52a0\u6307\u5411\u65b0 Colophon \u9875\u9762\u7684\u94fe\u63a5\uff0c\u800c\u8fd9\u53c8\u89e6\u53d1\u4e86\u53e6\u4e00\u6b21 build\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u6b21\u53ea\u8fd0\u884c\u4e86\u4e24\u4e2a job\uff0c\u6700\u7ec8\u7ed3\u679c\u662f\u6b63\u786e\u90e8\u7f72\u7684\u7ad9\u70b9\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d9f71a762ecafcc119b85a8815da9a18.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d9f71a762ecafcc119b85a8815da9a18.png\"><\/a><\/section>\n<section>\uff08\u6211\u540e\u6765\u53d1\u73b0\u4e86\u53e6\u4e00\u4e2a bug\u2014\u2014 \u4e00\u4e9b\u94fe\u63a5\u65e0\u610f\u4e2d\u5728\u5176 href= \u4e2d\u5305\u542b\u4e86 <br \/> \u6807\u7b7e\uff0c\u6211\u7528\u53e6\u4e00\u4e2a 11 \u7f8e\u5206\u7684 Claude Code \u4f1a\u8bdd\u4fee\u590d\u4e86\u8fd9\u4e2a\u95ee\u9898\u3002\uff09<\/section>\n<section><\/section>\n<section>\u4e4b\u540e\uff0c\u6211\u8fd8\u901a\u8fc7\u65b0\u589e AI \u751f\u6210\u63cf\u8ff0\u5de5\u5177\u8fdb\u4e00\u6b65\u6539\u8fdb\u4e86\u8fd9\u4e2a colophon\uff1ahttps:\/\/simonwillison.net\/2025\/Mar\/13\/tools-colophon\/<\/section>\n<section><\/section>\n<section><strong>\u505a\u597d\u8ba9\u4eba\u7c7b\u63a5\u7ba1\u7684\u51c6\u5907<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u5f88\u5e78\u8fd0\uff0c\u56e0\u4e3a\u5b83\u6709\u52a9\u4e8e\u8bf4\u660e\u6211\u7684\u6700\u540e\u4e00\u70b9\uff1a\u8981\u505a\u597d\u63a5\u7ba1\u7684\u51c6\u5907\u3002<\/section>\n<section><\/section>\n<section>LLM \u65e0\u6cd5\u53d6\u4ee3\u4eba\u7c7b\u7684\u76f4\u89c9\u548c\u7ecf\u9a8c\u3002\u6211\u5728 GitHub Actions \u4e0a\u82b1\u4e86\u8db3\u591f\u591a\u7684\u65f6\u95f4\uff0c\u6211\u77e5\u9053\u8981\u5bfb\u627e\u4ec0\u4e48\u6837\u7684\u4e1c\u897f\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6bd4\u8d77\u7ee7\u7eed\u5c1d\u8bd5\u901a\u8fc7\u63d0\u793a\u8bcd\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\uff0c\u6211\u4ecb\u5165\u5e76\u5b8c\u6210\u9879\u76ee\u7684\u901f\u5ea6\u66f4\u5feb\u3002<\/section>\n<section><\/section>\n<section><strong>\u6700\u5927\u7684\u4f18\u52bf\u662f\u5f00\u53d1\u901f\u5ea6<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u7684\u65b0 colophon \u9875\u9762\u4ece\u6784\u601d\u5230\u5b8c\u6210\u3001\u90e8\u7f72\u529f\u80fd\u53ea\u82b1\u4e86\u6211\u4e0d\u5230\u534a\u4e2a\u5c0f\u65f6\u7684\u65f6\u95f4\u3002<\/section>\n<section><\/section>\n<section>\u6211\u786e\u4fe1\u5982\u679c\u6ca1\u6709 LLM \u7684\u5e2e\u52a9\uff0c\u6211\u4f1a\u82b1\u66f4\u957f\u7684\u65f6\u95f4 \u2014\u2014 \u4ee5\u81f3\u4e8e\u6211\u53ef\u80fd\u6839\u672c\u4e0d\u4f1a\u8d39\u5fc3\u53bb\u6784\u5efa\u5b83\u3002<\/section>\n<section><\/section>\n<section>\u4e5f\u56e0\u6b64\uff0c\u6211\u975e\u5e38\u5173\u5fc3\u6211\u4ece LLM \u4e2d\u83b7\u5f97\u7684\u751f\u4ea7\u529b\u63d0\u5347\uff1a\u5b83\u4e0d\u662f\u4e3a\u4e86\u66f4\u5feb\u5730\u5b8c\u6210\u5de5\u4f5c\uff0c\u800c\u662f\u4e3a\u4e86\u80fd\u591f\u4ea4\u4ed8\u6211\u6839\u672c\u4e0d\u60f3\u82b1\u65f6\u95f4\u7684\u9879\u76ee\u3002<\/section>\n<section><\/section>\n<section>\u6211\u5728 2023 \u5e74 3 \u6708\u5199\u8fc7\u4e00\u7bc7\u6587\u7ae0\u8c08\u5230\uff0cAI \u589e\u5f3a\u7684\u5f00\u53d1\u8ba9\u6211\u5bf9\u6211\u7684\u9879\u76ee\u66f4\u52a0\u96c4\u5fc3\u52c3\u52c3\u3002\u4e24\u5e74\u540e\uff0c\u8fd9\u79cd\u5f71\u54cd\u6ca1\u6709\u6d88\u9000\u7684\u8ff9\u8c61\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e5f\u662f\u52a0\u901f\u5b66\u4e60\u65b0\u4e8b\u7269\u7684\u597d\u65b9\u6cd5 \u2014\u2014 \u4eca\u5929\u6211\u8bb2\u7684\u662f\u5982\u4f55\u4f7f\u7528 Actions \u81ea\u5b9a\u4e49\u6211\u7684 GitHub Pages \u6784\u5efa\uff0c\u8fd9\u662f\u6211\u5c06\u6765\u80af\u5b9a\u4f1a\u518d\u6b21\u4f7f\u7528\u7684\u4e1c\u897f\u3002<\/section>\n<section><\/section>\n<section>\u4e8b\u5b9e\u4e0a\uff0cLLM \u80fd\u8ba9\u6211\u66f4\u5feb\u5730\u6267\u884c\u6211\u7684\u60f3\u6cd5\uff0c\u8fd9\u610f\u5473\u7740\u6211\u53ef\u4ee5\u5b9e\u73b0\u66f4\u591a\u7684\u60f3\u6cd5\uff0c\u8fd9\u610f\u5473\u7740\u6211\u53ef\u4ee5\u5b66\u5230\u66f4\u591a\u3002<\/section>\n<section><\/section>\n<section><strong>\u4f7f\u7528 LLM \u662f\u5bf9\u5df2\u6709\u4e13\u4e1a\u77e5\u8bc6\u7684\u653e\u5927<\/strong><\/section>\n<section><\/section>\n<section>\u5176\u4ed6\u4eba\u4e5f\u80fd\u4ee5\u540c\u6837\u7684\u65b9\u5f0f\u505a\u5230\u8fd9\u4e00\u70b9\u5417\uff1f\u53ef\u80fd\u4e0d\u4f1a\uff01\u6211\u5728\u8fd9\u91cc\u7684\u63d0\u793a\u8bcd\u4f9d\u8d56\u4e8e 25 \u5e74\u4ee5\u4e0a\u7684\u4e13\u4e1a\u7f16\u7a0b\u7ecf\u9a8c\uff0c\u5305\u62ec\u6211\u4e4b\u524d\u5bf9 GitHub Actions\u3001GitHub Pages\u3001GitHub \u672c\u8eab\u4ee5\u53ca\u6211\u4f7f\u7528\u7684 LLM \u5de5\u5177\u7684\u63a2\u7d22\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4e5f\u77e5\u9053\u8fd9\u4f1a\u8d77\u4f5c\u7528\u3002\u6211\u82b1\u4e86\u8db3\u591f\u591a\u7684\u65f6\u95f4\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u6211\u76f8\u4fe1\u4f7f\u7528\u4ece\u6211\u7684 Git \u5386\u53f2\u8bb0\u5f55\u4e2d\u63d0\u53d6\u7684\u4fe1\u606f\u7ec4\u88c5\u4e00\u4e2a\u65b0\u7684 HTML \u9875\u9762\u5b8c\u5168\u5728\u4f18\u79c0 LLM \u7684\u80fd\u529b\u8303\u56f4\u5185\u3002<\/section>\n<section><\/section>\n<section>\u6211\u7684\u63d0\u793a\u8bcd\u53cd\u6620\u4e86\u8fd9\u4e00\u70b9 \u2014\u2014 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\u4e3a\u4f60\u5199\u4ee3\u7801\u4ecd\u65e7\u6ca1\u6709\u5438\u5f15\u529b\uff0c\u90a3\u4e48\u8fd8\u6709\u53e6\u4e00\u4e2a\u7528\u4f8b\u53ef\u80fd\u4f1a\u8ba9\u4f60\u89c9\u5f97\u66f4\u6709\u5438\u5f15\u529b\u3002<\/section>\n<section><\/section>\n<section>\u4f18\u79c0\u7684 LLM \u975e\u5e38\u64c5\u957f\u56de\u7b54\u6709\u5173\u4ee3\u7801\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e5f\u662f\u975e\u5e38\u4f4e\u98ce\u9669\u7684\uff1a\u6700\u7cdf\u7cd5\u7684\u60c5\u51b5\u662f\u5b83\u4eec\u53ef\u80fd\u4f1a\u51fa\u9519\u3002\u56e0\u6b64\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u82b1\u4e00\u70b9\u65f6\u95f4\u624d\u80fd\u5f04\u6e05\u695a\u3002\u4e0e\u5b8c\u5168\u81ea\u5df1\u6316\u6398\u6570\u5343\u884c\u4ee3\u7801\u76f8\u6bd4\uff0c\u8fd9\u4ecd\u7136\u53ef\u80fd\u4f1a\u8282\u7701\u4f60\u7684\u65f6\u95f4\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u91cc\u7684\u6280\u5de7\u662f\u5c06\u4ee3\u7801\u63d0\u4ea4\u7ed9\u957f\u4e0a\u4e0b\u6587\u6a21\u578b\u4e2d\u5e76\u5f00\u59cb\u63d0\u95ee\u3002\u6211\u76ee\u524d\u6700\u559c\u6b22\u7684\u6a21\u578b\u662f gemini-2.0-pro-exp-02-05\uff0c\u8fd9\u662f Google Gemini 2.0 Pro \u7684\u9884\u89c8\u7248\uff0c\u76ee\u524d\u53ef\u901a\u8fc7\u5176 API \u514d\u8d39\u4f7f\u7528\u3002<\/section>\n<section><\/section>\n<section>\u6211\u524d\u51e0\u5929\u5c31\u7528\u8fc7\u8fd9\u4e2a\u6280\u5de7\u3002\u5f53\u65f6\u6211\u6b63\u5728\u5c1d\u8bd5\u4e00\u79cd\u5bf9\u6211\u6765\u8bf4\u5f88\u65b0\u7684\u5de5\u5177 monolith\uff0c\u8fd9\u662f\u4e00\u4e2a\u7528 Rust \u7f16\u5199\u7684 CLI \u5de5\u5177\uff0c\u5b83\u53ef\u4ee5\u4e0b\u8f7d\u7f51\u9875\u53ca\u5176\u6240\u6709\u4f9d\u8d56\u8d44\u4ea7\uff08CSS\u3001\u56fe\u50cf\u7b49\uff09\u5e76\u5c06\u5b83\u4eec\u6346\u7ed1\u5230\u4e00\u4e2a\u5b58\u6863\u6587\u4ef6\u4e2d\u3002<\/section>\n<section><\/section>\n<section>\u6211\u5f88\u597d\u5947\u5b83\u662f\u5982\u4f55\u5de5\u4f5c\u7684\uff0c\u6240\u4ee5\u6211\u5c06\u5b83\u514b\u9686\u5230\u4e86\u6211\u7684\u4e34\u65f6\u76ee\u5f55\u4e2d\u5e76\u8fd0\u884c\u4e86\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-713523e96c7ede54845e13e4a8046cfe.png\" data-fancybox=\"images\" 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