{"id":27855,"date":"2025-11-03T08:05:59","date_gmt":"2025-11-03T00:05:59","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=27855"},"modified":"2025-11-03T08:05:59","modified_gmt":"2025-11-03T00:05:59","slug":"%e5%88%ab%e6%80%a5%e7%9d%80%e5%86%99%e4%bb%a3%e7%a0%81%e4%ba%86%ef%bc%8c%e5%85%88%e5%a5%bd%e5%a5%bd%e5%86%99%e6%96%87%e6%a1%a3%e5%90%a7%ef%bc%81gemini-cli%e4%ba%a7%e5%93%81%e8%b4%9f%e8%b4%a3%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/11\/03\/27855\/","title":{"rendered":"\u522b\u6025\u7740\u5199\u4ee3\u7801\u4e86\uff0c\u5148\u597d\u597d\u5199\u6587\u6863\u5427\uff01Gemini CLI\u4ea7\u54c1\u8d1f\u8d23\u4eba\u9884\u8a00\uff1a\u672a\u6765\u7684\u5f00\u53d1\u8005\u53ef\u80fd\u6839\u672c\u4e0d\u9700\u8981\u770b\u4ee3\u7801\uff0c\u53ea\u9700\u8981\u5199\u4e0b\u610f\u56fe"},"content":{"rendered":"
Ballinger \u662f\u5c11\u6570\u4f9d\u7136\u4eb2\u81ea\u5199\u4ee3\u7801\u7684\u9ad8\u7ba1\u4e4b\u4e00\uff0c\u540c\u65f6\u6df1\u5ea6\u53c2\u4e0e\u4e86\u6700\u65b0\u7684 \u201c\u667a\u80fd\u4f53\u5316\u201d \u7f16\u7a0b\u5de5\u5177\u7684\u7814\u53d1\u4e0e\u4f7f\u7528\u3002\u4ed6\u76ee\u524d\u8d1f\u8d23\u7684\u6838\u5fc3\u4ea7\u54c1\u2014\u2014Gemini CLI\uff0c\u662f Google \u76f4\u63a5\u5bf9\u6807 Claude Code \u4e0e Codex \u7684\u7ade\u4e89\u8005\u3002<\/div>\n
\n
\n

 <\/p>\n

\u522b\u6025\u7740\u5199\u4ee3\u7801\uff0c\u5148\u6559AI\u600e\u4e48\u5e72\u6d3b\u3002<\/strong><\/p>\n

\u8fd9\u662f Google Cloud Platform \u5f00\u53d1\u8005\u4f53\u9a8c\u90e8\u95e8\u526f\u603b\u88c1Keith Ballinger\u00a0\u6700\u8fd1\u5728\u300aThe New Stack Agents\u300b\u8282\u76ee\u4e0a\u8bf4\u7684\u4e00\u53e5\u8bdd\uff0c\u4e5f\u662f\u4e00\u9488\u89c1\u8840\u5730\u6307\u51fa\u4e86\u5f53\u4e0bAI\u5f00\u53d1\u7684\u6700\u5927\u8bef\u533a\u3002<\/p>\n

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\u5f88\u591a\u7a0b\u5e8f\u5458\u6c89\u8ff7\u4e8e\u8ba9 AI \u5199\u66f4\u591a\u7684\u4ee3\u7801\uff0c\u4f46Ballinger \u8ba4\u4e3a\uff0c\u76ee\u524d\u7684\u667a\u80fd\u4f53\u5de5\u5177\u4ecd\u5904\u4e8e\u201c\u521d\u671f\u9636\u6bb5\u201d\uff0c\u8981\u771f\u6b63\u53d1\u6325\u6f5c\u529b\uff0c\u5c31\u522b\u6025\u7740\u5199\u4ee3\u7801\uff0c\u5148\u5199\u597d\u6587\u6863\uff1a<\/strong><\/p>\n

\u8981\u771f\u6b63\u8ba9 AI \u6210\u4e3a\u9ad8\u6548\u5f00\u53d1\u8005\uff0c\u4eba\u7c7b\u5f00\u53d1\u8005\u9700\u8981\u653e\u6162\u901f\u5ea6\u3001\u5199\u6e05\u695a\u6587\u6863\u3001\u89c4\u5212\u9879\u76ee\u3001\u63cf\u8ff0\u67b6\u6784<\/strong>\u3002AI \u4e0d\u4f1a\u8bfb\u5fc3\uff0c\u5b83\u9700\u8981\u4f60\u544a\u8bc9\u5b83\u8981\u5e72\u4ec0\u4e48\u3002<\/p><\/blockquote>\n

\u4ed6\u6307\u51fa\uff0c\u5f00\u53d1\u8005\u592a\u5e38\u4f7f\u7528\u201c\u4e00\u6b21\u6027\u5c1d\u8bd5\u201d\u7684\u65b9\u5f0f\uff0c\u8fd9\u65e0\u6cd5\u5411\u6a21\u578b\u63d0\u4f9b\u8db3\u591f\u7684\u4fe1\u606f\uff0c\u4e86\u89e3\u5f00\u53d1\u8005\u7684\u610f\u56fe\u4ee5\u53ca\u95ee\u9898\u7684\u6574\u4f53\u4e0a\u4e0b\u6587\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

Ballinger \u8fd8\u8ba4\u4e3a\uff0c\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u672a\u6765\u5927\u90e8\u5206\u5f00\u53d1\u8005\u751a\u81f3\u53ef\u80fd\u4e0d\u518d\u9700\u8981\u67e5\u770b\u4ee3\u7801\uff0c\u800c\u53ea\u9700\u8981\u5199\u4e0b\u610f\u56fe\uff08intent\uff09\u3002<\/p>\n

\u4ed6\u900f\u9732\uff0c\u672a\u6765 Gemini CLI \u5c06\u652f\u6301\u5b50\u667a\u80fd\u4f53\uff08sub-agents\uff09\u534f\u4f5c\uff1b\u81ea\u52a8\u76d1\u63a7\u4ee3\u7801\u6d4b\u8bd5\u3001CI\/CD \u90e8\u7f72\u3001\u65e5\u5fd7\u4e0e\u8fd0\u884c\u72b6\u6001\uff1b\u5177\u5907\u201cAI-aware shell\u201d\uff0c\u8ba9\u547d\u4ee4\u884c\u672c\u8eab\u6210\u4e3a\u4e00\u4e2a\u667a\u80fd\u73af\u5883\u3002<\/p>\n

\u5c0f\u7f16\u4e3a\u5927\u5bb6\u6574\u7406\u4e86\u8fd9\u671f\u64ad\u5ba2\u7684\u7cbe\u534e\u5185\u5bb9\uff0c\u5e72\u8d27\u6ee1\u6ee1\uff0c\u4f60\u5c06\u4e86\u89e3\u5230\uff1a<\/p>\n

    \n
  • Google \u5f00\u53d1\u8005\u4f53\u9a8c\u90e8\u7684\u5de5\u4f5c\u5185\u5bb9<\/li>\n
  • Ballinger\u7684\u65e9\u671fAI\u7f16\u7a0b\u7ecf\u5386<\/li>\n
  • Gemini CLI \u4e0e Agentic \u7f16\u7a0b\u7406\u5ff5<\/li>\n
  • AI \u7f16\u7a0b\u6700\u4f73\u5b9e\u8df5\uff08\u5199\u6587\u6863\u3001\u5199\u8ba1\u5212\u3001\u67b6\u6784\u9a71\u52a8\uff09<\/li>\n
  • \u7f16\u7a0b\u8bed\u8a00\u7684\u672a\u6765\u4e0e\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92<\/li>\n
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    \u5efa\u8bae\u6536\u85cf\u7ec6\u8bfb\uff0cenjoy!<\/p>\n

    Google \u5f00\u53d1\u8005\u4f53\u9a8c\u90e8\u7684\u5de5\u4f5c<\/h3>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u8c37\u6b4c\u5f00\u53d1\u8005\u4f53\u9a8c\u90e8\u542c\u8d77\u6765\u5305\u542b\u5f88\u591a\u5185\u5bb9\uff0c\u80fd\u5148\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0b\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/strong><\/p>\n

    \u55ef\uff0cG\u00a0\u5b9e\u9645\u4e0a\u4ee3\u8868\u00a0GCP\uff08\u8c37\u6b4c\u4e91\u5e73\u53f0\uff09\uff0c\u4f46\u6709\u8da3\u7684\u662f\uff0c\u5b83\u4e5f\u5305\u62ec\u5f88\u591a\u975e\u00a0GCP\u00a0\u7684\u9879\u76ee\uff0c\u6240\u4ee5\u6211\u53ef\u80fd\u5e94\u8be5\u91cd\u547d\u540d\u5b83\u3002GDE\uff08Google Developer Experience\uff09\u7ec4\u7ec7\u8d1f\u8d23\u4e00\u7cfb\u5217\u5f00\u53d1\u8005\u5de5\u5177\u548c\u670d\u52a1\uff0c\u5305\u62ec\u4e00\u4e9b\u7ecf\u5178\u7684\u00a0GCP\u00a0\u5de5\u5177\u548c\u670d\u52a1\uff0c\u6bd4\u5982\u00a0Cloud Build\u00a0\u6216\u00a0Cloud Deploy\u3002\u540c\u65f6\u6211\u4eec\u4e5f\u505a\u5f88\u591a\u00a0AI\u00a0\u4ee3\u7406\u5f0f\u7f16\u7801\u5de5\u5177\uff0c\u6bd4\u5982\u00a0Gemini CLI\uff0c\u8fd9\u5176\u5b9e\u4e0d\u662f\u00a0GCP\u00a0\u72ec\u6709\u7684\u4ea7\u54c1\u3002\u8fd8\u6709\u00a0Go\u00a0\u56e2\u961f\uff0c\u4ed6\u4eec\u4e3a\u6211\u5de5\u4f5c\uff0c\u8d1f\u8d23\u5f00\u6e90\u4e16\u754c\u7684\u9879\u76ee\uff0c\u4ee5\u53ca\u00a0Flutter\u3001Dart\u00a0\u7b49\u8c37\u6b4c\u5f00\u53d1\u8005\u9879\u76ee\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5e94\u8be5\u6ce8\u518c\u8fd9\u4e9b\u9879\u76ee\u3002\u603b\u4e4b\uff0c\u6db5\u76d6\u4e86\u8c37\u6b4c\u5f00\u53d1\u8005\u76f8\u5173\u7684\u4e3b\u8981\u5185\u5bb9\u3002\u73b0\u5728\u6211\u4eec\u91cd\u70b9\u5173\u6ce8\u7684\uff0c\u662f\u4ee3\u7406\u5f0f\u7f16\u7801\uff0c\u4e5f\u5c31\u662f\u5982\u4f55\u8ba9\u5f00\u53d1\u8005\u66f4\u6709\u8da3\u5730\u4f7f\u7528\u00a0AI\u3002<\/strong><\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/strong><\/p>\n

    \u4f60\u662f\u600e\u4e48\u628a\u8fd9\u4e9b\u5de5\u4f5c\u7406\u6e05\u695a\u7684\uff1f\u5728\u63a8\u52a8\u00a0AI\u00a0\u7684\u540c\u65f6\uff0c\u5982\u4f55\u5e73\u8861\u00a0Go\u3001Flutter\u3001Dart\u00a0\u7b49\u5176\u4ed6\u9879\u76ee\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u8fd9\u662f\u4e2a\u597d\u95ee\u9898\u3002\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u662f\uff0cAI\u00a0\u5e76\u4e0d\u662f\u5b8c\u5168\u72ec\u7acb\u7684\u4e1c\u897f\uff0c\u5b83\u80fd\u8f85\u52a9\u4ee3\u7801\u7684\u5404\u4e2a\u73af\u8282\u3002\u6240\u4ee5\u5373\u4f7f\u4f60\u5728\u6295\u8d44\u00a0Go\u00a0\u56e2\u961f\uff0c\u4f60\u5176\u5b9e\u4e5f\u5728\u652f\u6301\u4ee3\u7406\u5f0f\u7f16\u7801\u3002\u4f8b\u5982\u00a0Go\u00a0\u56e2\u961f\u6709\u5f88\u591a\u51fa\u8272\u7684\u9759\u6001\u5206\u6790\u5de5\u5177\u548c\u00a0LSP\uff08\u8bed\u8a00\u670d\u52a1\u5668\u534f\u8bae\uff09\uff0c\u5728\u8fd9\u4e9b\u57fa\u7840\u4e0a\uff0c\u6211\u4eec\u53c8\u5efa\u7acb\u4e86\u00a0MCP\uff0c\u4f7f\u5f97\u5728\u4f7f\u7528\u00a0Gemini CLI\u00a0\u7f16\u7801\u00a0Go\u00a0\u66f4\u52a0\u65b9\u4fbf\u3002\u8fd9\u4e9b\u5de5\u5177\u5df2\u7ecf\u5b58\u5728\u591a\u5e74\uff0c\u5b83\u4eec\u5bf9\u00a0AI\u00a0\u7f16\u7801\u4f9d\u7136\u975e\u5e38\u6709\u7528\u3002\u6240\u4ee5\u4e0d\u5fc5\u603b\u662f\u7ea0\u7ed3\u4e8e\u201c\u8fd9\u662f\u4e0d\u662f\u7eaf\u00a0AI\u00a0\u6295\u8d44\u201d\uff0c\u6bcf\u9879\u6295\u8d44\u5728\u5f88\u591a\u65b9\u9762\u90fd\u80fd\u517c\u987e\u00a0AI\u00a0\u7f16\u7801\u3002<\/p>\n

    \u65e9\u671f\u7684AI\u7f16\u7a0b\u7ecf\u5386<\/h3>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u5728\u804a\u8fd9\u4e2a\u4e4b\u524d\uff0c\u6211\u60f3\u4e86\u89e3\u4e00\u4e0b\u4f60\u7684\u804c\u4e1a\u7ecf\u5386\u3002\u4f60\u66fe\u5728\u00a0Xamarin\u00a0\u5de5\u4f5c\uff0c\u5927\u7ea6\u5341\u5e74\u524d\uff0c\u662f\u4e2a\u91cd\u8981\u7684\u5f00\u6e90\u9879\u76ee\u3002\u540e\u6765\u00a0Xamarin\u00a0\u88ab\u5fae\u8f6f\u6536\u8d2d\uff0c\u4f60\u53bb\u4e86\u00a0GitHub\uff0c\u73b0\u5728\u5728\u8c37\u6b4c\u3002\u80fd\u8c08\u8c08\u4f60\u7684\u804c\u4e1a\u8def\u5f84\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u6211\u7b2c\u4e00\u4efd\u5f00\u53d1\u5de5\u4f5c\u662f\u5728\u00a0Intel\uff0c90\u00a0\u5e74\u4ee3\u672b\u5728\u90a3\u91cc\u5f85\u4e86\u51e0\u5e74\u3002\u7136\u540e\u00a01999\u00a0\u5e74\u6211\u52a0\u5165\u5fae\u8f6f\uff0c\u516b\u5e74\u91cc\u4e00\u534a\u65f6\u95f4\u505a\u00a0.NET\u00a0\u548c\u00a0C#\uff0cAndrew Salzberg\uff08C#\u00a0\u7684\u521b\u9020\u8005\uff09\u5c31\u5728\u6211\u9694\u58c1\u529e\u516c\u5ba4\u3002\u6240\u4ee5\u4ece\u90a3\u65f6\u8d77\u6211\u4e00\u76f4\u5728\u505a\u5f00\u53d1\u5de5\u5177\u3002<\/p>\n

    \u79bb\u5f00\u5fae\u8f6f\u540e\uff0c\u6211\u505a\u4e86\u5f88\u591a\u521b\u4e1a\u9879\u76ee\uff0c\u60f3\u79ef\u7d2f\u5404\u79cd\u7ecf\u9a8c\uff0c\u4f46\u6700\u4eab\u53d7\u7684\u8fd8\u662f\u9762\u5411\u5f00\u53d1\u8005\u7684\u9879\u76ee\u3002\u6bd4\u5982\uff0c\u6211\u662f\u00a0Standard Treasury\u00a0\u7684\u9996\u4f4d\u5de5\u7a0b\u5e08\uff0c\u8fd9\u5bb6\u516c\u53f8\u4e3a\u94f6\u884c\u6784\u5efa\u00a0API\uff0c\u9762\u5411\u5f00\u53d1\u8005\uff0c\u540e\u6765\u88ab\u7845\u8c37\u94f6\u884c\u6536\u8d2d\u3002\u81f3\u4e8e\u00a0Xamarin\uff0c\u8fd9\u5f88\u6709\u8da3\uff0cCEO Nat Friedman\u00a0\u66fe\u8058\u6211\u505a\u987e\u95ee\u5e2e\u4ed6\u627e\u4ea7\u54c1\u526f\u603b\u88c1\uff0c\u6700\u540e\u6211\u88ab\u9080\u8bf7\u76f4\u63a5\u62c5\u4efb\u00a0VP\u00a0\u4ea7\u54c1\uff0c\u8fd9\u5bf9\u6211\u6765\u8bf4\u6709\u70b9\u610f\u5916\uff0c\u56e0\u4e3a\u6211\u4ee5\u524d\u4e3b\u8981\u662f\u5de5\u7a0b\u5e08\uff0c\u7ba1\u7406\u7ecf\u9a8c\u6709\u9650\uff0c\u4f46\u6211\u5c31\u63a5\u53d7\u4e86\uff0c\u5e76\u81ea\u5b66\u4e86\u76f8\u5173\u7ba1\u7406\u4e66\u7c4d\u3002<\/p>\n

    \u540e\u6765\u00a0Xamarin\u00a0\u88ab\u5fae\u8f6f\u6536\u8d2d\uff0c\u6211\u5728\u5fae\u8f6f\u6210\u4e3a\u5f00\u53d1\u8005\u670d\u52a1\u7684\u603b\u7ecf\u7406\uff0c\u8d1f\u8d23\u00a0Azure DevOps\u00a0\u548c\u5185\u90e8\u5de5\u7a0b\u7cfb\u7edf\u3002\u4e4b\u540e\u6211\u4fc3\u6210\u4e86\u5fae\u8f6f\u6536\u8d2d\u00a0GitHub\uff0c\u987a\u5229\u5730\u52a0\u5165\u4e86\u00a0GitHub\uff0c\u6210\u4e3a\u00a0CEO\u00a0\u548c\u5de5\u7a0b\u9ad8\u7ea7\u526f\u603b\u88c1\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u8fd9\u5f88\u5951\u5408\u3002\u6211\u66fe\u53c2\u52a0\u00a0GitHub Universe\u00a0\u5927\u4f1a\uff0c\u770b\u5230\u5f88\u591a\u521b\u4e1a\u516c\u53f8\uff0c\u4e5f\u770b\u5230\u00a0Google Jules\uff0c\u4f46\u5b83\u4e0d\u5c5e\u4e8e\u4f60\u7684\u7ec4\u7ec7\uff0c\u5bf9\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a\u6ca1\u9519\uff0cJules\u00a0\u662f\u5b9e\u9a8c\u5ba4\u9879\u76ee\u3002Google Labs\u00a0\u505a\u524d\u6cbf\u670d\u52a1\u548c\u5e94\u7528\uff0c\u5c1d\u8bd5\u4e00\u4e9b\u98ce\u9669\u8f83\u9ad8\u7684\u60f3\u6cd5\u3002\u5982\u679c\u67d0\u4e2a\u9879\u76ee\u6548\u679c\u597d\uff0c\u4f1a\u8f6c\u5165\u4ea7\u54c1\u56e2\u961f\u3002Jules\u00a0\u662f\u4f8b\u5b50\uff0c\u5b83\u4e0e\u00a0GitHub\uff08\u5c24\u5176\u662f\u00a0Issues\uff09\u5173\u8054\uff0c\u53ef\u534a\u533f\u540d\u4f7f\u7528\u3002\u8fd9\u79cd\u65b9\u6cd5\u8bba\u548c\u6280\u672f\u4e5f\u5e94\u7528\u5230\u5176\u4ed6\u514d\u8d39\u6216\u4f01\u4e1a\u4ed8\u8d39\u4ea7\u54c1\u4e0a\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u662f\u7684\uff0cJules\u00a0\u7c7b\u4f3c\u00a0OpenAI Codex\u00a0\u4e4b\u7c7b\u7684\u9879\u76ee\u3002<\/p>\n

    Keith Ballinger \uff1aAnthropic\u00a0\u7684\u00a0Spot Code\u00a0\u4e5f\u662f\u7c7b\u4f3c\u601d\u8def\u3002\u6211\u89c9\u5f97\u00a0Jules\u00a0\u4e0e\u5176\u4ed6\u9879\u76ee\u6709\u4e0d\u540c\uff0c\u5b83\u6709\u66f4\u5177\u4f53\u7684\u00a0GitHub\u00a0\u5de5\u4f5c\u6d41\uff0c\u800c\u00a0Gemini CLI\u00a0\u662f\u72ec\u7acb\u7684\u9879\u76ee\uff0c\u4e5f\u4f1a\u6709\u00a0Web\u00a0\u754c\u9762\u3002Codex Web\u00a0\u548c\u00a0Claude Code\u00a0\u505a\u7684\u662f\u66f4\u901a\u7528\u7684\u529f\u80fd\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/strong>\u4f60\u63d0\u5230\u5f88\u591a\u4eba\u53ea\u4f1a\u201c\u5355\u6b21\u8c03\u7528\u201d\u5f0f\u4f7f\u7528\u00a0AI\uff0c\u4f60\u6700\u521d\u662f\u600e\u4e48\u5f00\u59cb\u4f7f\u7528AI\u7684\uff1f<\/p>\n

    Keith Ballinger \uff1a\u6211\u4ece\u5c0f\u5c31\u5bf9\u5f00\u53d1\u5de5\u5177\u548c\u6280\u672f\u611f\u5174\u8da3\uff0c\u751a\u81f3\u662f\u00a0Marvin Minsky\u00a0\u7684\u90ae\u4ef6\u7b14\u53cb\uff0c\u5f88\u65e9\u5c31\u5bf9\u00a0AI\u00a0\u6709\u5174\u8da3\u30022012\u00a0\u5e74\u6211\u7ec4\u5efa\u8fc7\u00a0Bayes Hack\u00a0\u56e2\u961f\uff0c\u7528\u00a0ML\u00a0\u4e3a\u975e\u8425\u5229\u7ec4\u7ec7\u670d\u52a1\u3002<\/p>\n

    \u5728\u00a0GitHub\uff0c\u6211\u4eec\u5f00\u59cb\u505a\u00a0Copilot\u3002\u5f53\u65f6\u00a0OpenAI\u00a0\u6709\u4e86\u6bd4\u8f83\u597d\u7684\u6a21\u578b\uff08Codex\uff09\uff0c\u80fd\u5904\u7406\u7f16\u7a0b\u4efb\u52a1\u3002\u6700\u521d\u6211\u4eec\u505a\u7684\u53ea\u662f\u4ee3\u7801\u8865\u5168\uff0c\u975e\u5e38\u4e92\u52a8\uff0c\u5e2e\u52a9\u7528\u6237\u719f\u6089\u00a0AI\u3002\u4e4b\u540e\u4eba\u4eec\u5f00\u59cb\u4f7f\u7528\u804a\u5929\u529f\u80fd\uff0c\u5982\u00a0ChatGPT\u00a0\u6216\u00a0Gemini\u00a0\u505a\u00a0AI\u00a0\u7f16\u7801\u3002\u518d\u540e\u6765\uff0c\u51fa\u73b0\u4e86\u4ee3\u7406\uff08agent\uff09\uff0c\u6a21\u578b\u80fd\u4ee3\u8868\u7528\u6237\u4f7f\u7528\u5de5\u5177\uff0c\u8fd9\u5e26\u6765\u4e86\u884c\u4e1a\u7684\u6709\u8da3\u53d8\u5316\u3002\u5927\u7ea6\u53bb\u5e74\u4e2d\uff0c\u5de5\u5177\u4f7f\u7528\u578b\u6a21\u578b\u5f00\u59cb\u6d41\u884c\uff0c\u4eba\u4eec\u4e0d\u4ec5\u4ec5\u505a\u4ee3\u7801\u8865\u5168\u6216\u804a\u5929\uff0c\u800c\u662f\u80fd\u6267\u884c\u534a\u81ea\u52a8\u4efb\u52a1\u3002<\/p>\n

    \u4e4b\u524d\uff0c\u6211\u81ea\u5df1\u5145\u5f53\u5de5\u5177\uff0c\u628a\u00a0Gemini\u00a0\u63d0\u4f9b\u7684\u4ee3\u7801\u590d\u5236\u5230\u9879\u76ee\u4e2d\uff0c\u8fd8\u8dd1\u6d4b\u8bd5\u5e76\u53cd\u9988\u7ed3\u679c\u3002CLI\u00a0\u51fa\u73b0\u540e\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u81ea\u52a8\u5316\u4e86\uff0c\u6548\u7387\u5927\u5927\u63d0\u9ad8\u3002<\/p>\n

    \u73b0\u5728\uff0c\u6211\u770b\u5230\u884c\u4e1a\u4e2d\u5927\u5bb6\u5bf9\u6700\u4f73\u5b9e\u8df5\u7406\u89e3\u5dee\u5f02\u5f88\u5927\u3002\u8981\u9ad8\u6548\u4f7f\u7528\u00a0AI\uff0c\u9700\u8981\u50cf\u5bf9\u5f85\u540c\u4e8b\u4e00\u6837\u534f\u4f5c\uff0c\u9075\u5faa\u5f00\u53d1\u4e2d\u7684\u57fa\u672c\u6d41\u7a0b\uff1a\u5199\u7528\u6237\u6307\u5357\u3001\u6280\u672f\u8bbe\u8ba1\u3001\u9879\u76ee\u8ba1\u5212\u7b49\u3002\u8fd9\u80fd\u663e\u8457\u63d0\u5347\u00a0AI\u00a0\u7684\u6210\u679c\u3002\u6211\u6709\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\u80fd\u6f14\u793a\u8fd9\u4e2a\u65b9\u6cd5\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u90a3\u5c55\u793a\u4e00\u4e0b\u5427\u3002<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u597d\u7684\uff0c\u6211\u5171\u4eab\u5c4f\u5e55\u3002\u8fd9\u662f\u6211\u7684\u684c\u9762\uff0c\u4f60\u80fd\u770b\u5230\u4e00\u4e2a\u53eb\u00a0Line Counter\u00a0\u7684\u6587\u4ef6\u5417\uff1f<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u770b\u5230\u4e86\u3002<\/p>\n

    Keith Ballinger \uff1a\u5f88\u597d\u3002\u4f60\u53ef\u4ee5\u5728\u6211\u7684\u00a0GitHub\u00a0\u4e0a\u627e\u5230\u00a0Conductor\u00a0\u4ed3\u5e93\u3002\u6211\u7528\u5b83\u6765\u8bbe\u7f6e\u9879\u76ee\uff0c\u5176\u4e2d\u5305\u62ec\u8ba1\u5212\u6587\u4ef6\u3001\u4ee3\u7801\u98ce\u683c\u6307\u5357\u3001\u5de5\u4f5c\u6d41\u3001\u72b6\u6001\u6587\u4ef6\u3001\u542f\u52a8\u00a0AI\u00a0\u7684\u63d0\u793a\u3001\u7528\u6237\u6307\u5357\u3001\u67b6\u6784\u7b49\u3002<\/p>\n

    \"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u770b\u8d77\u6765\u5f88\u8be6\u7ec6\uff0c\u8fd9\u662f\u4f60\u4eb2\u81ea\u5199\u7684\uff0c\u5bf9\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a\u662f\u7684\uff0c\u4f46\u4e3b\u8981\u662f\u00a0Markdown\u00a0\u6587\u4ef6\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u6211\u60f3\u8bf4\u7684\u662f\uff0c\u8fd9\u79cd\u65b9\u6cd5\u8fd8\u662f\u5f88\u5197\u957f\u3002\u672a\u6765\u4f1a\u4e0d\u4f1a\u7b80\u5316\uff1f<\/p>\n

    Keith Ballinger \uff1a\u6211\u5e0c\u671b\u4e0d\u4f1a\u3002\u6211\u559c\u6b22\u521b\u4f5c\u8fc7\u7a0b\uff0c\u53c2\u4e0e\u601d\u8003\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6848\u3002AI\u00a0\u53ef\u4ee5\u5e2e\u52a9\uff0c\u4f46\u4ecd\u9700\u8981\u6211\u63d0\u4f9b\u8db3\u591f\u7684\u4fe1\u606f\u3002<\/p>\n

    \uff08\u7136\u540e\u00a0Keith\u00a0\u6f14\u793a\u4e86\u5982\u4f55\u7528\u00a0Conductor\u00a0\u6587\u4ef6\u6307\u5f15\u00a0AI\u00a0\u521b\u5efa\u201c\u667a\u80fd\u884c\u8ba1\u6570\u5668\u201d\u5de5\u5177\uff0c\u751f\u6210\u9879\u76ee\u7ed3\u6784\u3001\u7528\u6237\u6307\u5357\u3001\u67b6\u6784\u6587\u6863\u7b49\u3002\u901a\u8fc7\u8fd9\u79cd\u8fed\u4ee3\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5b8c\u6210\u590d\u6742\u9879\u76ee\uff0c\u4f8b\u5982\u4ed6\u5f00\u53d1\u7684\u9488\u5bf9\u00a0LLM\u00a0\u7684\u7f16\u7a0b\u8bed\u8a00 aether\u3002\uff09<\/p>\n

    \"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u90a3\u4f60\u5982\u4f55\u4fdd\u8bc1\u8f93\u51fa\u6b63\u786e\uff1f\u5f88\u591a\u65f6\u5019\u00a0prompt\u00a0\u7684\u7ed3\u679c\u5e94\u7528\u5230\u5f00\u53d1\u73af\u5883\u53ef\u80fd\u4e0d\u51c6\u786e\u3002<\/p>\n

    Keith Ballinger \uff1a\u6211\u7528\u00a0AI\u00a0\u5e2e\u52a9\u9a8c\u8bc1\u3002\u6211\u4f7f\u7528\u00a0TDD\u00a0\u65b9\u6cd5\uff0c\u8ba9\u00a0AI\u00a0\u5199\u6d4b\u8bd5\uff0c\u9010\u6b65\u5b9e\u73b0\u529f\u80fd\u3002\u4e3b\u8981\u901a\u8fc7\u6d4b\u8bd5\u548c\u793a\u4f8b\u9a8c\u8bc1\uff0c\u800c\u4e0d\u9010\u884c\u68c0\u67e5\u4ee3\u7801\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u4f60\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u53d1\u73b0\u4e86\u65b0\u7684\u5f00\u53d1\u4f53\u9a8c\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u662f\u7684\u3002\u5f88\u591a\u6700\u597d\u7684\u8f6f\u4ef6\u6765\u81ea\u5de5\u7a0b\u5e08\u7684\u75db\u70b9\u3002\u6211\u7684\u5f88\u591a\u9879\u76ee\u4e5f\u662f\u4e3a\u4e86\u597d\u73a9\uff0c\u540c\u65f6\u786e\u4fdd\u5de5\u5177\u8d28\u91cf\u3002\u6bd4\u5982\u6211\u5f00\u53d1\u4e86\u00a0Dev Sense\uff0c\u7528\u4e8e\u5206\u6790\u00a0Git\u00a0\u5386\u53f2\u3002\u7075\u611f\u4e5f\u6765\u81ea\u751f\u6d3b\uff0c\u6bd4\u5982\u4e3a\u6211\u5236\u4f5c\u7684\u751f\u65e5\u6f2b\u753b\uff0c\u8ba9\u6211\u60f3\u5230\u5982\u4f55\u7528\u00a0AI\u00a0\u521b\u5efa\u6f2b\u753b\u751f\u6210\u5668\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u5728\u4f7f\u7528\u8fd9\u4e9b\u4ee3\u7406\u65f6\uff0c\u4f60\u9047\u5230\u8fc7\u54ea\u4e9b\u95ee\u9898\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u6700\u65e9\u00a0CLI\u00a0\u51fa\u73b0\u4e4b\u524d\uff0c\u6211\u5fc5\u987b\u5145\u5f53\u5de5\u5177\uff0c\u64cd\u4f5c\u7e41\u7410\u3002CLI\u00a0\u51fa\u73b0\u540e\uff0c\u8fd9\u4e2a\u95ee\u9898\u5f97\u5230\u89e3\u51b3\uff0c\u66f4\u9ad8\u6548\u3001\u66f4\u81ea\u7136\u3002<\/p>\n

    CLI \u7684\u590d\u5174\u4e0e\u201cAI\u7ec8\u7aef\u201d<\/h3>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u4e3a\u4ec0\u4e48\u00a0CLI\u00a0\uff08\u547d\u4ee4\u884c\u754c\u9762\uff09\u6700\u8fd1\u53c8\u6d41\u884c\u4e86\uff1f\u73b0\u5728\u51e0\u4e4e\u6240\u6709\u4ee3\u7406\u90fd\u6709\u00a0CLI\u3002<\/p>\n

    Keith Ballinger \uff1a\u56e0\u4e3a\u6211\u4eec\u4ece\u672a\u653e\u5f03\u7ec8\u7aef\u3002\u7ec8\u7aef\u7ed9\u5f00\u53d1\u8005\u5f88\u5927\u63a7\u5236\u6743\uff0c\u4e13\u6ce8\u4efb\u52a1\uff0c\u4e0d\u53d7\u590d\u6742\u00a0UI\u00a0\u5e72\u6270\u3002\u7ec8\u7aef\u4f7f\u7528\u81ea\u7136\uff0c\u4e0e\u73b0\u4ee3\u5f00\u53d1\u3001\u5f00\u6e90\u751f\u6001\u5951\u5408\uff0c\u6240\u4ee5\u6210\u4e3a\u5f88\u7406\u60f3\u7684\u754c\u9762\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    CLI\u00a0\u73b0\u5728\u5728\u00a0AI\u00a0\u4e16\u754c\u91cc\u662f\u4e00\u4e2a\u5f88\u6709\u610f\u601d\u7684\u8bdd\u9898\uff0c\u56e0\u4e3a\u00a0Frederick\u00a0\u5df2\u7ecf\u5b8c\u6210\u4e86\u3002\u6211\u5f88\u597d\u5947\u4f60\u600e\u4e48\u770b\u7ec8\u7aef\u672c\u8eab\u7684\u6f14\u8fdb\uff0cGemini CLI\u00a0\u662f\u4e0d\u662f\u76f4\u63a5\u628a\u00a0AI\u00a0\u5e26\u8fdb\u4e86\u7ec8\u7aef\uff1f<\/p>\n

    Keith Ballinger \uff1a\u662f\u7684\uff0c\u6211\u89c9\u5f97\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u95ee\u9898\u2014\u2014\u7ec8\u7aef\u672c\u8eab\u4f1a\u4e0d\u4f1a\u53d8\u5f97\u66f4\u5177\u00a0AI\u00a0\u80fd\u529b\uff0c\u6216\u8005\u4f1a\u4e0d\u4f1a\u51fa\u73b0\u8d8a\u6765\u8d8a\u591a\u5728\u7ec8\u7aef\u91cc\u5177\u5907\u00a0AI\u00a0\u529f\u80fd\u6216\u53d7\u00a0AI\u00a0\u5f71\u54cd\u7684\u547d\u4ee4\u5de5\u5177\uff1f<\/p>\n

    \u5927\u7ea6\u4e00\u5e74\u524d\uff0c\u6211\u505a\u4e86\u4e00\u4e2a\u539f\u578b\uff0c\u4e3a\u00a0Cube Cuddle\u00a0\u5199\u4e86\u4e00\u4e2a\u6269\u5c55\u53eb\u505a\u00a0Cube Cuddle AI\uff0c\u5f53\u65f6\u4ee3\u7801\u5f88\u7cdf\u7cd5\uff0c\u56e2\u961f\u540e\u6765\u91cd\u5199\u4e86\u5b83\u3002\u73b0\u5728\u5b83\u662f\u00a0Cube Cuddle\u00a0\u7684\u4e00\u90e8\u5206\uff0c\u4f60\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\uff0c\u7136\u540e Cube Cuddle \u5c31\u80fd\u6267\u884c\u64cd\u4f5c\uff0c\u6bd4\u5982\u201c\u73b0\u5728\u54ea\u4e9b\u8282\u70b9\u51fa\u95ee\u9898\u4e86\u201d\u3002\u8fd9\u662f\u4e00\u4e2a\u4f8b\u5b50\uff0c\u8bf4\u660e\u5de5\u5177\u53ef\u80fd\u8d8a\u6765\u8d8a\u591a\u5730\u5177\u5907\u8fd9\u79cd\u80fd\u529b\u3002\u53e6\u5916\uff0c\u4f60\u4e5f\u53ef\u4ee5\u770b\u5230\u7ec8\u7aef\u672c\u8eab\u53d8\u5f97\u66f4\u00a0AI\u00a0\u5316\uff0cWarp\u00a0\u5c31\u662f\u4e00\u4e2a\u4f8b\u5b50\u3002\u5f53\u7136\uff0c\u73b0\u5728\u6700\u5e38\u89c1\u7684\u00a0shell\uff0c\u9664\u4e86\u7ec8\u7aef\u4e4b\u5916\uff0c\u662f\u00a0bash\u00a0\u548c\u00a0zsh\u3002<\/p>\n

    \u6211\u4e00\u76f4\u5728\u601d\u8003\u7684\u4e00\u4ef6\u4e8b\uff0c\u6211\u4e4b\u524d\u505a\u8fc7\u4e00\u4e2a\u539f\u578b\uff0c\u6211\u7684\u56e2\u961f\u53c8\u505a\u4e86\u4e00\u4e2a\u66f4\u597d\u7684\u539f\u578b\uff0c\u5c31\u662f\u2014\u2014\u6211\u4eec\u80fd\u4e0d\u80fd\u521b\u5efa\u4e00\u4e2a\u201cAI\u00a0\u611f\u77e5\u7684\u00a0shell\u201d\uff1f\u6bcf\u79cd\u4ea4\u4e92\u65b9\u5f0f\u90fd\u662f\u4e00\u79cd\u53ef\u80fd\u6027\uff0c\u5c31\u50cf\u4f60\u53ef\u4ee5\u6709\u4e00\u4e2a\u7406\u89e3\u4f60\u64cd\u4f5c\u7684\u684c\u9762\u5e94\u7528\uff0c\u6216\u8005\u7f51\u9875\u3002\u6211\u7684\u731c\u6d4b\u662f\uff0c\u8fd9\u4e9b\u8d8b\u52bf\u90fd\u4f1a\u53d1\u751f\uff0c\u56e0\u4e3a\u5b83\u4eec\u90fd\u6709\u5f88\u6709\u610f\u601d\u7684\u7528\u4f8b\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u4f60\u5982\u4f55\u770b\u00a0CLI\u00a0\u548c\u00a0IDE\uff0c\u4ee5\u53ca\u5176\u4ed6\u53ef\u80fd\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u7684\u573a\u666f\u4e4b\u95f4\u7684\u4ea4\u63a5\uff1f\u4e0a\u6b21\u6211\u4eec\u8c08\u8fc7\u00a0Gemini CLI\u00a0\u548c\u00a0Z\u00a0\u7684\u96c6\u6210\u3002<\/p>\n

    Keith Ballinger \uff1a\u5982\u679c\u6211\u6ca1\u8bb0\u9519\u7684\u8bdd\uff0c\u662f\u7684\u3002\u8ba9\u6211\u518d\u5206\u4eab\u4e00\u4e0b\u5c4f\u5e55\uff0c\u6211\u5c55\u793a\u7ed9\u4f60\u770b\u3002\u8fd9\u79cd\u60c5\u51b5\u5728\u6240\u6709\u5de5\u5177\u4e2d\u8d8a\u6765\u8d8a\u591a\uff0c\u975e\u5e38\u6709\u610f\u601d\u3002<\/p>\n

    \"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

    \u6bd4\u5982\u6211\u5728\u00a0VS Code\u00a0\u91cc\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u00a0VS Code\u00a0\u7684\u7ec8\u7aef\u91cc\u542f\u52a8\u00a0CLI\uff0c\u5b83\u53ef\u4ee5\u5de5\u4f5c\u3002\u800c\u4e14\uff0c\u73b0\u5728\u8d8a\u6765\u8d8a\u591a\u7684\u00a0IDE\u00a0\u90fd\u80fd\u7528\u5b83\u3002\u6211\u53ef\u4ee5\u95ee\uff1a\u201c\u8fd9\u4e2a\u6587\u4ef6\u662f\u5e72\u4ec0\u4e48\u7684\uff1f\u201d\u5b83\u77e5\u9053\u6211\u6253\u5f00\u4e86\u54ea\u4e9b\u6587\u4ef6\uff0c\u6bd4\u5982\u6211\u6253\u5f00\u4e86\u00a0mod Dors\uff0c\u5b83\u4f1a\u8bfb\u53d6\u5e76\u544a\u8bc9\u6211\u5185\u5bb9\u3002\u6240\u4ee5\u4f60\u4e0d\u5fc5\u5728\u4e0d\u540c\u5de5\u5177\u4e4b\u95f4\u5207\u6362\uff0c\u4f60\u53ef\u4ee5\u8ba9\u5b83\u4eec\u6df1\u5ea6\u534f\u4f5c\u3002\u6211\u8ba4\u4e3a\u8fd9\u53ef\u80fd\u4f1a\u6210\u4e3a\u5f00\u53d1\u8005\u559c\u6b22\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n

    \u7f16\u7a0b\u8bed\u8a00\u7684\u672a\u6765\uff1a\u4ece\u4ee3\u7801\u5230\u610f\u56fe<\/h3>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u6211\u5f88\u597d\u5947\u5173\u4e8e\u7f16\u7a0b\u8bed\u8a00\u7684\u6f14\u8fdb\u3002\u5982\u679c\u6211\u4eec\u8c08\u7ec8\u7aef\u7684\u6f14\u8fdb\uff0c\u4e5f\u6d89\u53ca\u5f88\u591a\u76f8\u5173\u5185\u5bb9\u3002\u4f60\u521a\u624d\u8bf4\uff0c\u901a\u8fc7\u751f\u6210\u5f0f\u00a0AI\uff0c\u4f60\u4e0d\u9700\u8981\u975e\u5e38\u7cbe\u901a\u00a0Rust\uff0c\u53ef\u4ee5\u8ba9\u673a\u5668\u5e2e\u4f60\u751f\u6210\u6b63\u786e\u4ee3\u7801\u3002\u90a3\u4e48\uff0c\u6211\u4eec\u5bf9\u4ee3\u7801\u672c\u8eab\u7684\u601d\u8003\u4f1a\u6709\u53d8\u5316\u5417\uff1f\u65b0\u7684\u7f16\u7a0b\u8bed\u8a00\u4f1a\u56e0\u6b64\u4ea7\u751f\u53d8\u5316\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u95ee\u9898\uff0c\u56e0\u4e3a\u5b58\u5728\u5f88\u591a\u4e0d\u540c\u89c2\u70b9\uff0c\u6ca1\u6709\u4eba\u80fd\u786e\u5b9a\u3002\u6211\u4e2a\u4eba\u76f8\u5bf9\u4e50\u89c2\uff0c\u8fd9\u53ef\u80fd\u662f\u5c11\u6570\u89c2\u70b9\u3002\u5b8f\u7881\u5c31\u662f\u4e00\u4e2a\u4f8b\u5b50\u3002<\/p>\n

    \u6211\u8ba4\u4e3a\u6211\u4eec\u5e94\u8be5\u8bbe\u8ba1\u9488\u5bf9\u00a0LLM\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u8ba9\u6211\u4eec\u4f5c\u4e3a\u5f00\u53d1\u8005\u201c\u57fa\u672c\u4e0d\u7528\u770b\u4ee3\u7801\u201d\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5f00\u53d1\u8005\u5173\u6ce8\u7cfb\u7edf\u8bbe\u8ba1\u3001\u67b6\u6784\u3001\u7528\u6237\u754c\u9762\u7b49\uff0c\u4ee3\u7801\u672c\u8eab\u6210\u4e3a\u9ed1\u7bb1\u3002\u8fd9\u662f\u62bd\u8c61\u7684\u81ea\u7136\u8fdb\u5316\u3002<\/p>\n

    \u6211\u4eec\u4ece\u7a7f\u5b54\u5361\u5f00\u59cb\uff0c\u9010\u6b65\u5230\u00a0C\u00a0\u8fd9\u79cd\u7d27\u8d34\u6c47\u7f16\u7684\u8bed\u8a00\uff0c\u518d\u5230\u00a0Java\u3001C#\u00a0\u7b49\u66f4\u9ad8\u62bd\u8c61\u7684\u8bed\u8a00\u3002\u6211\u8ba4\u4e3a\u4e0b\u4e00\u6b65\u7684\u62bd\u8c61\u662f\u2014\u2014\u6211\u7684\u610f\u56fe\uff0c\u60f3\u505a\u4ec0\u4e48\uff0c\u4ee5\u53ca\u5982\u4f55\u7ec4\u5408\u51fa\u4e00\u4e2a\u4f53\u9a8c\u6216\u5e94\u7528\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u4e0d\u9700\u8981\u624b\u5199\u4ee3\u7801\u3002\u5f53\u7136\uff0c\u603b\u4f1a\u6709\u4eba\u70ed\u7231\u5199\u4ee3\u7801\uff0c\u4ed6\u4eec\u5728\u67d0\u4e9b\u573a\u666f\u4e0b\u4ecd\u7136\u6709\u7ade\u4e89\u4f18\u52bf\u3002<\/p>\n

    \u6211\u5e0c\u671b\u4ed6\u4eec\u4eab\u53d7\u7f16\u7a0b\uff0c\u4f46\u6211\u8ba4\u4e3a\u672a\u6765\u66f4\u591a\u4eba\u4e0d\u9700\u8981\u6df1\u5165\u5199\u4ee3\u7801\u3002<\/p>\n

    \u8fd8\u6709\u4e00\u4e2a\u6709\u8da3\u7684\u73b0\u8c61\u2014\u2014\u6709\u4eba\u505a\u8fc7\u5b9e\u9a8c\uff0c\u628a\u4e24\u4e2a\u667a\u80fd\u4f53\u653e\u5728\u4e00\u8d77\u901a\u4fe1\uff0c\u968f\u7740\u65f6\u95f4\u63a8\u79fb\uff0c\u5b83\u4eec\u53d1\u660e\u4e86\u4e00\u79cd\u975e\u5e38\u7d27\u51d1\u7684\u201c\u81ea\u9020\u8bed\u8a00\u201d\u4e92\u76f8\u4ea4\u6d41\u3002\u975e\u5e38\u6709\u610f\u601d\uff0c\u6211\u5f88\u60f3\u770b\u5230\u5b83\u7684\u53d1\u5c55\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u8fd9\u79cd\u62bd\u8c61\u5c42\u662f\u81ea\u7136\u8bed\u8a00\u5417\uff1f\u8fd8\u662f\u4e00\u79cd\u5143\u7f16\u7a0b\u8bed\u8a00\uff1f\u81ea\u7136\u8bed\u8a00\u4e0d\u591f\u7cbe\u786e\u5427\u3002<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u6211\u4e5f\u4e0d\u786e\u5b9a\u3002\u4f46\u6211\u4ee5\u524d\u53cd\u5bf9\u81ea\u7136\u8bed\u8a00\uff0c\u89c9\u5f97\u4f1a\u6709\u66f4\u7cbe\u786e\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u4f46\u968f\u7740\u7ecf\u9a8c\u589e\u52a0\uff0c\u6211\u8ba4\u4e3a\u81ea\u7136\u8bed\u8a00\u5176\u5b9e\u53ef\u4ee5\u5f88\u7cbe\u786e\uff0c\u6bd4\u5982\u6559\u79d1\u4e66\u6216\u975e\u865a\u6784\u7c7b\u4f5c\u54c1\uff0c\u5199\u5f97\u5f88\u6e05\u695a\u3002\u53ea\u8981\u5177\u5907\u826f\u597d\u7684\u8868\u8fbe\u80fd\u529b\u548c\u95ee\u9898\u5206\u89e3\u80fd\u529b\uff0c\u5c31\u80fd\u6709\u6548\u4e0e\u00a0AI\u00a0\u4ea4\u4e92\u3002<\/p>\n

    \u4f60\u53ef\u4ee5\u8bad\u7ec3\u4eba\u4eec\u5b66\u4e60\u65b0\u7684\u8bed\u6cd5\u6216\u89c6\u89c9\u8bed\u8a00\uff0c\u4f46\u90a3\u9700\u8981\u989d\u5916\u5b66\u4e60\u3002\u6211\u8ba4\u4e3a\u91cd\u70b9\u662f\u63d0\u5347\u4eba\u7684\u5199\u4f5c\u548c\u95ee\u9898\u5206\u89e3\u80fd\u529b\uff0c\u8fd9\u662f\u6838\u5fc3\u6280\u80fd\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u8fd9\u548c\u4eca\u5929\u7a0b\u5e8f\u5458\u7684\u6280\u80fd\u4e0d\u540c\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u6211\u4e0d\u8fd9\u4e48\u8ba4\u4e3a\u3002\u4f1f\u5927\u7684\u7a0b\u5e8f\u5458\u672c\u8eab\u5c31\u662f\u4f18\u79c0\u7684\u5199\u4f5c\u8005\uff0c\u4ed6\u4eec\u8bb0\u5f55\u95ee\u9898\u3001\u65b9\u6848\u3001\u8bbe\u8ba1\uff0c\u7136\u540e\u628a\u4e1a\u52a1\u95ee\u9898\u8f6c\u5316\u4e3a\u6280\u672f\u89e3\u51b3\u65b9\u6848\u3002\u672a\u6765\uff0c\u5728\u00a0AI\u00a0\u7f16\u7a0b\u4e16\u754c\uff0c\u53ef\u80fd\u5199\u4ee3\u7801\u4e0d\u518d\u662f\u6838\u5fc3\u6280\u80fd\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u90a3\u4f9d\u8d56\u63a8\u7406\u7684\u7cfb\u7edf\u6709\u4ec0\u4e48\u6743\u8861\u5417\uff1f\u56e0\u4e3a\u4f60\u4f9d\u8d56\u673a\u5668\u505a\u7ed3\u8bba\uff0c\u5b83\u53ef\u80fd\u6709\u9650\u5236\u3002<\/p>\n

    Keith Ballinger \uff1a\u4f60\u80fd\u5177\u4f53\u8bf4\u8bf4\u5417\uff0c\u6211\u6ca1\u5b8c\u5168\u660e\u767d\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    AI\u00a0\u672c\u8d28\u4e0a\u662f\u9ed1\u7bb1\uff0c\u6211\u4eec\u4e0d\u80fd\u8ffd\u8e2a\u5b83\u5185\u90e8\u903b\u8f91\u3002\u5982\u4f55\u786e\u4fdd\u63a8\u7406\u51c6\u786e\uff1f\u73b0\u5728\u4ee3\u7406\u5c1d\u8bd5\u505a\u63a8\u7406\uff0c\u4f46\u9700\u8981\u5b8c\u6574\u7cfb\u7edf\u6765\u9a8c\u8bc1\u7ed3\u679c\u3002<\/p>\n

    Keith Ballinger \uff1a\u6211\u7406\u89e3\u4e86\u3002\u4e00\u65b9\u9762\uff0c\u7814\u7a76\u8005\u6b63\u5728\u505a\u7c7b\u4f3c\u201cAI MRI\u201d\u7684\u5de5\u4f5c\uff0c\u5206\u6790\u6a21\u578b\u5728\u751f\u6210\u00a0token\u00a0\u65f6\u7684\u5185\u90e8\u7535\u8def\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u548c\u4eba\u7c7b\u7a0b\u5e8f\u5458\u4e00\u6837\uff0c\u6211\u4e0d\u5fc5\u4e86\u89e3\u4ed6\u4eec\u7684\u5927\u8111\u7ec6\u8282\uff0c\u53ea\u9700\u6709\u6548\u6c9f\u901a\u5373\u53ef\u3002<\/p>\n

    \u540c\u65f6\uff0c\u6211\u4eec\u9700\u8981\u65b9\u6cd5\u8bc4\u4f30\u00a0AI\u00a0\u7cfb\u7edf\u7684\u8868\u73b0\uff0c\u6bd4\u5982\u5b83\u662f\u5426\u504f\u79bb\u9884\u671f\u3002\u5f88\u591a\u6280\u672f\u6b63\u5728\u5f00\u53d1\u4e2d\uff0c\u5305\u62ec\u00a0CI\/CD\u00a0\u6d4b\u8bd5\u548c\u751f\u4ea7\u73af\u5883\u76d1\u63a7\u3002\u603b\u4f53\u4e0a\uff0c\u6a21\u578b\u7684\u53ef\u9760\u6027\u8d8a\u6765\u8d8a\u9ad8\uff0c\u4f46\u6211\u4eec\u4ecd\u9700\u521b\u65b0\u65b9\u6cd5\u3002<\/p>\n

    Gemini CLI \u5c06\u652f\u6301\u5b50\u4ee3\u7406\u534f\u4f5c<\/h3>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u56de\u5230\u00a0CLI\uff0c\u8c08\u8c08\u00a0Gemini CLI\u00a0\u7684\u73b0\u72b6\u5427\u3002CLI\u00a0\u548c\u00a0Gemini\u00a0\u7684\u4ea4\u4e92\u662f\u73b0\u5728\u7684\u4e3b\u8981\u6a21\u5f0f\u5417\uff1f\u8fd9\u662f\u6700\u7ec8\u5f62\u6001\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u7edd\u5bf9\u4e0d\u662f\u7ec8\u70b9\u3002\u6211\u89c9\u5f97\u6211\u4eec\u8fd8\u5728\u7b2c\u4e00\u5c40\uff0c\u6216\u8005\u521a\u70ed\u8eab\u3002\u57fa\u672c\u529f\u80fd\u5df2\u7ecf\u80fd\u7528\uff0c\u6bd4\u5982\u548c\u00a0Gemini\u00a0\u5bf9\u8bdd\u3001\u4f7f\u7528\u5de5\u5177\u3001\u8fdb\u884c\u63a8\u7406\uff0c\u4f46\u8fd8\u6709\u5f88\u591a\u4f18\u5316\u7a7a\u95f4\u3002<\/p>\n

    \u6a21\u578b\u4f1a\u8d8a\u6765\u8d8a\u667a\u80fd\uff0c\u6709\u4eba\u8ba4\u4e3a\u672a\u6765\u53ea\u9700\u8584\u8584\u7684\u4ee3\u7406\u4ee3\u7801\u5c01\u88c5\uff0c\u4f46\u6211\u8ba4\u4e3a\u6211\u4eec\u603b\u4f1a\u6709\u66f4\u591a\u529f\u80fd\u53ef\u4ee5\u52a0\u5165\u5c01\u88c5\u4e2d\uff0c\u6709\u4e9b\u529f\u80fd\u6700\u7ec8\u4f1a\u5e76\u5165\u6a21\u578b\u3002<\/p>\n

    \u5173\u952e\u65b9\u5411\u6709\u51e0\u7c7b\uff1a\u4e00\u662f\u00a0UX\/UI\uff0c\u6bd4\u5982\u5728\u00a0CLI\u00a0\u6216\u00a0AI\u00a0\u5e94\u7528\u4e2d\uff0c\u5982\u4f55\u4e0e\u00a0AI\u00a0\u4ea4\u4e92\u3001\u6279\u51c6\u5de5\u5177\u6216\u751f\u6210\u5b50\u4ee3\u7406\u7b49\uff1b\u4e8c\u662f\u5904\u7406\u66f4\u5927\u95ee\u9898\uff0c\u6bd4\u5982\u5b50\u4ee3\u7406\u3001\u95ee\u9898\u5206\u89e3\u3001\u76d1\u63a7\u8fd0\u884c\u65f6\u7cfb\u7edf\u3001\u6536\u96c6\u6570\u636e\u53cd\u9988\u3002<\/p>\n

    \u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6211\u5e0c\u671b\u7528\u00a0Gemini CLI\u00a0\u5199\u4ee3\u7801\u3001\u63d0\u4ea4\u3001\u8fd0\u884c\u00a0CI\/CD\u3001\u90e8\u7f72\u5230\u00a0Cloud Run\uff0c\u7136\u540e\u76d1\u63a7\u6570\u636e\u53cd\u9988\u3002\u6bd4\u5982\u544a\u8bc9\u00a0Gemini CLI\u00a0\u7528\u00a0GitHub CLI\u00a0\u76d1\u63a7\u00a0PR\u00a0\u7684\u00a0Actions\uff0c\u5982\u679c\u5931\u8d25\u5c31\u81ea\u52a8\u4fee\u590d\uff0c\u9700\u8981\u65f6\u8be2\u95ee\u6211\uff0c\u76f4\u5230\u00a0PR\u00a0\u6210\u529f\u3002\u63a5\u4e0b\u6765\u53ef\u4ee5\u4ece\u00a0Cloud Run\u00a0\u4e0b\u8f7d\u65e5\u5fd7\u3001\u53d1\u8bf7\u6c42\u3001\u5224\u65ad\u662f\u5426\u6b63\u5e38\u5e76\u8c03\u6574\u3002<\/p>\n

    \u8fd9\u4e9b\u90fd\u662f\u5de5\u4f5c\u6d41\u4f18\u5316\u95ee\u9898\uff0cGemini CLI\u00a0\u5728\u00a0UX\u3001\u5de5\u4f5c\u6d41\u3001\u6027\u80fd\u4f18\u5316\u7b49\u65b9\u9762\u6b63\u5728\u6295\u5165\u5f88\u591a\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u90a3\u00a0Gemini CLI\u00a0\u548c\u540e\u53f0\u4ee3\u7406\u600e\u4e48\u914d\u5408\uff1f\u5728\u00a0CLI\u00a0\u4e2d\uff0c\u6211\u53ef\u4ee5\u89c2\u5bdf\u00a0Gemini\u00a0\u7684\u64cd\u4f5c\u3002<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u5f88\u5feb\u5c31\u53ef\u4ee5\u3002\u6211\u4eec\u6709\u5b50\u4ee3\u7406\u529f\u80fd\uff0c\u4f60\u53ef\u4ee5\u542f\u52a8\u5b83\u4eec\u3002CLI\u00a0\u672c\u8eab\u4e5f\u80fd\u4f5c\u4e3a\u540e\u53f0\u4ee3\u7406\uff0c\u6211\u7ecf\u5e38\u542f\u52a8\u53e6\u4e00\u4e2a\u00a0CLI\u00a0\u5b9e\u4f8b\u5e76\u76d1\u63a7\u5b83\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u4f60\u600e\u4e48\u76d1\u63a7\u5b50\u4ee3\u7406\uff1f<\/p>\n

    Keith Ballinger \uff1a\u6bcf\u4e2a\u00a0CLI\u00a0\u90fd\u5728\u6784\u5efa\u57fa\u7840\u8bbe\u65bd\uff0c\u6bd4\u5982\u547d\u4ee4\u67e5\u770b\u804a\u5929\u8bb0\u5f55\u7b49\u3002\u6211\u4e4b\u524d\u7684\u7cfb\u7edf\u662f\u81ea\u5b9a\u4e49\u65b9\u5f0f\u2014\u2014\u7ed9\u5b50\u4ee3\u7406\u4e00\u4e2a\u72b6\u6001\u6587\u4ef6\uff0c\u7236\u00a0CLI\u00a0\u5b9a\u671f\u68c0\u67e5\u5b83\u3002Gemini CLI\u00a0\u662f\u5f00\u6e90\u9879\u76ee\uff0c\u53ef\u4ee5\u4ece\u793e\u533a\u00a0PR\u00a0\u548c\u8ba8\u8bba\u4e2d\u83b7\u5f97\u5f88\u591a\u521b\u610f\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    Gemini CLI\u00a0\u5f88\u5927\u4e00\u90e8\u5206\u4ee3\u7801\u662f\u7531\u00a0Gemini CLI\u00a0\u81ea\u5df1\u5199\u7684\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u662f\u7684\uff0c\u6211\u4eec\u65e9\u671f\u5c31\u5f00\u59cb\u7528\u5b83\u5f00\u53d1\u5b83\u81ea\u5df1\u3002\u6574\u4e2a\u56e2\u961f\u7ecf\u5e38\u7528\u00a0CLI\u00a0\u6765\u5f00\u53d1\u00a0CLI\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    CLI\u00a0\u80fd\u7406\u89e3\u4ee3\u7801\u4e0a\u4e0b\u6587\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u53ef\u4ee5\u3002\u4f60\u53ef\u4ee5\u624b\u52a8\u7ed9\u00a0CLI\u00a0\u63d0\u4f9b\u4e0a\u4e0b\u6587\uff0c\u6bd4\u5982\u67d0\u4e2a\u6587\u4ef6\u540d\uff0c\u5b83\u4f1a\u8bfb\u53d6\u5e76\u751f\u6210\u5355\u5143\u6d4b\u8bd5\u3002Gemini\u00a0\u6709\u5f88\u5927\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u4e5f\u4f1a\u81ea\u5df1\u51b3\u5b9a\u8bfb\u53d6\u54ea\u4e9b\u6587\u4ef6\u6784\u5efa\u4e0a\u4e0b\u6587\u3002<\/p>\n

    \u884c\u4e1a\u4e0a\u8fd8\u9700\u8981\u6539\u8fdb\u4e0a\u4e0b\u6587\u7ba1\u7406\u3002\u4e0a\u4e0b\u6587\u8d8a\u5927\uff0c\u51fa\u9519\u6982\u7387\u8d8a\u9ad8\u3002\u5b50\u4ee3\u7406\u53ef\u4ee5\u63a5\u6536\u7279\u5b9a\u4efb\u52a1\u7684\u7cbe\u786e\u4e0a\u4e0b\u6587\uff0c\u8fd9\u4e5f\u662f\u4e00\u4e2a\u521b\u65b0\u65b9\u5411\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u8fd9\u4f1a\u6d89\u53ca\u72b6\u6001\u7ba1\u7406\u95ee\u9898\uff0c\u5bf9\u5417\uff1f\u5982\u4f55\u7ba1\u7406\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u7684\u72b6\u6001\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u662f\u7684\uff0c\u9879\u76ee\u6709\u6574\u4e2a\u00a0SDLC\uff0c\u9700\u8981\u7ba1\u7406\u72b6\u6001\u3002\u6211\u901a\u5e38\u7528\u72b6\u6001\u00a0markdown\u00a0\u6587\u4ef6\u5b58\u50a8\u4fe1\u606f\u3002\u5927\u56e2\u961f\u4f7f\u7528\u00a0AI\u00a0\u65f6\uff0c\u4e5f\u9700\u8981\u534f\u8c03\u5404\u4ee3\u7406\uff0c\u8ba9\u5b83\u4eec\u77e5\u9053\u6240\u9700\u4fe1\u606f\u3002\u53ef\u80fd\u4f1a\u6709\u201c\u4e3b\u4ee3\u7406\u201d\u638c\u63e1\u6574\u4f53\u60c5\u51b5\u3002\u6211\u4eec\u5728\u8fd9\u4e2a\u65b9\u5411\u4e0a\u4ecd\u5728\u63a2\u7d22\uff0c\u4f46\u8fdb\u5c55\u5f88\u5feb\u3002AI\u00a0\u751f\u6210\u548c\u00a0AI\u00a0\u6d88\u8d39\u7684\u6587\u6863\u80fd\u5e2e\u52a9\u5f88\u591a\uff0c\u4f46\u8fd9\u662f\u9759\u6001\u7684\u3002<\/p>\n

    \u8fd8\u9700\u8981\u7406\u89e3\u90e8\u7f72\u62d3\u6251\u3001\u670d\u52a1\u8d1f\u8f7d\u7b49\u4fe1\u606f\u3002\u8fd9\u4e9b\u90fd\u662f\u00a0Gemini CLI\u00a0\u65e9\u671f\u53d1\u5c55\u9636\u6bb5\u9700\u8981\u8fed\u4ee3\u7684\u5730\u65b9\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u8fd9\u4e5f\u6d89\u53ca\u5904\u7406\u80fd\u529b\u95ee\u9898\uff0c\u6bcf\u4e2a\u4ee3\u7406\u53ef\u80fd\u6709\u81ea\u5df1\u7684\u72b6\u6001\uff0c\u8fd9\u9700\u8981\u5f3a\u5927\u57fa\u7840\u8bbe\u65bd\u3002\u50cf\u00a0Google\u00a0\u8fd9\u6837\u7684\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u51e0\u4e4e\u662f\u5fc5\u987b\u7684\uff0c\u56e0\u4e3a\u8c01\u80fd\u63d0\u4f9b\u8db3\u591f\u8ba1\u7b97\u80fd\u529b\u7ba1\u7406\u8fd9\u4e9b\u4ee3\u7406\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u4f60\u8bf4\u5f97\u5bf9\uff0c\u6211\u5728\u00a0Google\uff0c\u53ef\u80fd\u6709\u504f\u89c1\uff0c\u4f46\u6211\u6765\u8fd9\u91cc\u7684\u539f\u56e0\u4e4b\u4e00\u5c31\u662f\u00a0Google\u00a0\u6709\u6240\u6709\u8fd9\u4e9b\u8d44\u6e90\uff0cTPU\u00a0\u80fd\u63d0\u4f9b\u5f3a\u5927\u652f\u6301\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u5176\u4ed6\u4e91\u670d\u52a1\u5546\u5462\uff1f<\/p>\n

    Keith Ballinger \uff1a\u5f53\u7136\u6709\u5176\u4ed6\uff0c\u4f46\u4f60\u8bf4\u5f97\u5bf9\u3002GCP\u00a0\u6709\u00a0Cloud Assist\uff0c\u5176\u4e2d\u6709\u00a0Investigations\u00a0\u529f\u80fd\uff0c\u5b83\u53ef\u4ee5\u5206\u6790\u65e5\u5fd7\uff0c\u6536\u96c6\u8fd0\u884c\u65f6\u73af\u5883\u4fe1\u606f\uff0c\u5e2e\u52a9\u8bca\u65ad\u95ee\u9898\u3002<\/p>\n

    \u8fd9\u79cd\u72b6\u6001\u7ba1\u7406\u548c\u00a0AI\u00a0\u4ee3\u7406\u7ed3\u5408\u7684\u7528\u4f8b\u975e\u5e38\u6709\u6548\uff0c\u53ef\u80fd\u6bd4\u5176\u4ed6\u7528\u4f8b\u90fd\u8981\u597d\u3002<\/p>\n

    \u4e0eAI\u5171\u5199\u8bba\u6587<\/h3>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u6211\u77e5\u9053\u4f60\u4e4b\u524d\u5728\u8282\u76ee\u5f00\u59cb\u524d\u804a\u5230\u8fc7\uff0c\u7528\u8fd9\u4e9b\u6a21\u578b\u505a\u79d1\u5b66\u548c\u6570\u5b66\u7c7b\u7684\u95ee\u9898\uff0c\u6709\u4e9b\u4eba\u53ef\u80fd\u4f1a\u8bf4\u5b83\u4eec\u8fd8\u4e0d\u591f\u597d\uff0c\u4f46\u663e\u7136\u5b83\u4eec\u8d8a\u6765\u8d8a\u5f3a\u3002\u4f60\u5bf9\u8fd9\u65b9\u9762\u7684\u5174\u8da3\u4ece\u4f55\u800c\u6765\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u55ef\uff0c\u6211\u5176\u5b9e\u4e0d\u662f\u7279\u522b\u4e13\u4e1a\uff0c\u4f46\u6211\u975e\u5e38\u559c\u6b22\u6570\u5b66\u548c\u79d1\u5b66\uff0c\u603b\u662f\u60f3\u5c1d\u8bd5\u65b0\u7684\u65b9\u6cd5\u3002\u8fc7\u53bb\u51e0\u4e2a\u6708\uff0c\u6211\u82b1\u4e86\u5f88\u591a\u65f6\u95f4\u7528\u00a0Gemini\u00a0\u6765\u505a\u6570\u5b66\u548c\u79d1\u5b66\u76f8\u5173\u7684\u8bba\u6587\u5199\u4f5c\u3001\u7814\u7a76\u3001\u5f62\u5f0f\u5316\u9a8c\u8bc1\u7b49\u3002\u6211\u5e76\u4e0d\u662f\u4e13\u5bb6\uff0c\u4f46\u8fd9\u8fb9\u6709\u5f88\u591a\u79d1\u5b66\u5bb6\u53ef\u4ee5\u5e2e\u6211\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6211\u53ef\u4ee5\u7ed9\u4f60\u5c55\u793a\u4e00\u4e2a\u4f8b\u5b50\uff0c\u6211\u6765\u5206\u4eab\u6211\u7684\u5c4f\u5e55\u3002\u770b\u770b\u6211\u662f\u5426\u6253\u5f00\u4e86\u5b83\u3002\u662f\u7684\uff0c\u8fd9\u662f\u6211\u7528\u00a0Gemini\u00a0\u5199\u7684\u4e00\u7bc7\u8bba\u6587\u793a\u4f8b\uff0c\u6211\u7528\u4e86\u4e00\u4e2a\u53eb\u00a0Coauthor\u00a0\u7684\u5de5\u5177\uff0c\u6211\u7a0d\u540e\u4f1a\u4ecb\u7ecd\u3002\u5b83\u4e3b\u8981\u505a\u00a0LaTeX\u00a0\u7ba1\u7406\uff0c\u8fd8\u6709\u4ee3\u7801\u5efa\u6a21\u548c\u7ed8\u56fe\u7b49\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u4f60\u89c9\u5f97\u53ef\u80fd\u4e0d\u5728\u79d1\u5b66\u51fa\u7248\u9886\u57df\u7684\u4eba\uff0c\u4e5f\u80fd\u7528\u5b83\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a\u6b63\u662f\u5982\u6b64\u3002\u6700\u7ec8\uff0c\u6211\u8fd9\u91cc\u6709\u4e00\u7bc7\u8bba\u6587\u2014\u2014\u7814\u7a76\u9ed1\u6d1e\u7684\u8bef\u5dee\u6821\u6b63\u6548\u5e94\u3002\u867d\u7136\u8fd9\u7bc7\u8bba\u6587\u4e0d\u662f\u6211\u81ea\u5df1\u7f16\u7801\u5b8c\u6210\u7684\uff0c\u4f46\u5b83\u662f\u901a\u8fc7\u00a0Gemini\u00a0\u8fed\u4ee3\u6784\u5efa\u7684\uff0c\u540c\u65f6\u505a\u4e86\u5b9e\u9a8c\u548c\u5f62\u5f0f\u5316\u9a8c\u8bc1\u3002<\/p>\n

    \"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

    \u6211\u521b\u5efa\u7684\u5de5\u5177\u53eb\u00a0Coauthor\u3002\u6211\u6765\u7ed9\u4f60\u6f14\u793a\u4e00\u4e0b\u3002\u5b83\u57fa\u672c\u4e0a\u662f\u4e00\u5957\u63d0\u793a\u548c\u64cd\u4f5c\u624b\u518c\uff0c\u5305\u62ec\u00a0LaTeX\u3001Lean\u00a0\u4f7f\u7528\u6307\u5357\uff0c\u8fd8\u6709\u7528\u6237\u6307\u5357\u548c\u4ee3\u7801\u98ce\u683c\u6307\u5357\uff0c\u975e\u5e38\u7c7b\u4f3c\u4e8e\u00a0Conductor\u3002\u6211\u8fd8\u6709\u4e00\u4e2a\u5b89\u88c5\u811a\u672c\uff0c\u5b89\u88c5\u540e\u5b83\u4f1a\u8c03\u7528\u00a0Gemini CLI\u00a0\u6765\u63a7\u5236\u6574\u4e2a\u8fc7\u7a0b\u3002\u76f8\u6bd4\u6211\u76f4\u63a5\u5728\u00a0Gemini CLI\u00a0\u91cc\u64cd\u4f5c\uff0cCoauthor\u00a0\u4f1a\u5148\u6536\u96c6\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u518d\u542f\u52a8\u00a0CLI\uff0c\u5e2e\u6211\u7ba1\u7406\u6574\u4e2a\u6d41\u7a0b\u3002<\/p>\n

    \"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

    \u6211\u89c9\u5f97\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u601d\u8def\u3002\u5728\u79d1\u5b66\u548c\u6570\u5b66\u9886\u57df\uff0c\u4eba\u4eec\u4e00\u76f4\u5728\u7814\u7a76\u5982\u4f55\u5b9e\u73b0\u81ea\u4e3b\u64cd\u4f5c\uff0c\u6bd4\u5982\u201c\u81ea\u4e3b\u79d1\u5b66\u5bb6\u201d\uff0c\u8fd9\u662f\u5f88\u6709\u8da3\u7684\u3002\u4f46\u5728\u7f16\u7a0b\u4e16\u754c\uff0c\u6211\u4eec\u8d77\u6b65\u65f6\u4e0d\u662f\u4ece\u8fd9\u91cc\u5f00\u59cb\u7684\u3002\u79d1\u5b66\u3001\u6570\u5b66\u548c\u7f16\u7a0b\u6709\u5f88\u591a\u76f8\u4f3c\u4e4b\u5904\u3002\u5728\u7f16\u7a0b\u9886\u57df\uff0c\u6211\u4eec\u662f\u4ece\u4ee3\u7801\u8865\u5168\u3001\u804a\u5929\u3001\u5e26\u5de5\u5177\u7684\u804a\u5929\uff0c\u7136\u540e\u662f\u534a\u81ea\u4e3b\uff0c\u6700\u7ec8\u9010\u6b65\u5b9e\u73b0\u66f4\u81ea\u4e3b\u7684\u4ee3\u7406\u3002\u79d1\u5b66\u548c\u6570\u5b66\u9886\u57df\u4e5f\u662f\u9010\u6b65\u7d2f\u79ef\u7684\u3002\u5f88\u660e\u663e\uff0cGemini CLI\u00a0\u5728\u8fd9\u7c7b\u5de5\u4f5c\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u56e0\u4e3a\u5b83\u662f\u4e92\u52a8\u7684\uff0c\u53ea\u6709\u5728\u4e92\u52a8\u4e4b\u540e\uff0c\u624d\u53ef\u80fd\u53d1\u5c55\u5230\u5b8c\u5168\u81ea\u4e3b\u7684\u4e00\u6b21\u6027\u64cd\u4f5c\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u4f60\u63d0\u4ea4\u8fc7\u57fa\u4e8e\u00a0Coauthor\u00a0\u7684\u8bba\u6587\uff0c\u5e76\u901a\u8fc7\u540c\u884c\u8bc4\u5ba1\u4e86\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a\u6211\u4e0d\u8ba4\u4e3a\u81ea\u5df1\u662f\u79d1\u5b66\u5bb6\u3002\u6211\u5173\u6ce8\u7684\u662f\u6d41\u7a0b\uff0c\u800c\u4e0d\u662f\u53bb\u53d1\u660e\u65b0\u7684\u79d1\u5b66\u6216\u6570\u5b66\u77e5\u8bc6\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u5c06\u6765\u53ef\u80fd\u4f1a\u6709\u4e00\u4e2a\u5b66\u672f\u7814\u8ba8\u4f1a\uff0c\u6240\u6709\u53c2\u4f1a\u8005\u90fd\u662f Agent\uff0c\u6240\u6709\u6f14\u8bb2\u8005\u4e5f\u662f Agent\uff0c\u5b83\u4eec\u4ee3\u8868\u81ea\u5df1\u751f\u6210\u7684\u8bba\u6587\u3002<\/p>\n

    Keith Ballinger \uff1a\u6211\u4e00\u70b9\u90fd\u4e0d\u610f\u5916\u3002\u73b0\u5728\u4e0d\u540c\u671f\u520a\u5bf9\u00a0AI\u00a0\u53c2\u4e0e\u8bba\u6587\u5199\u4f5c\u7684\u63a5\u53d7\u7a0b\u5ea6\u4e0d\u4e00\u6837\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u4f60\u5fc5\u987b\u8bf4\u660e\u5728\u8bba\u6587\u4e2d\u4f7f\u7528\u00a0AI\u00a0\u7684\u60c5\u51b5\u3002\u6709\u4e9b\u671f\u520a\u53ea\u5141\u8bb8\u00a0AI\u00a0\u5bf9\u5199\u4f5c\u8fdb\u884c\u6da6\u8272\uff0c\u6709\u4e9b\u671f\u520a\u5219\u66f4\u5f00\u653e\u3002\u6211\u76f8\u4fe1\u672a\u6765\u4f1a\u8d8a\u6765\u8d8a\u5bbd\u677e\u3002<\/p>\n

    \u6211\u5c55\u793a\u7684\u90a3\u7bc7\u8bba\u6587\uff0c\u57fa\u672c\u4e0a\u662f\u00a0AI\u00a0\u5b8c\u6210\u7684\uff0c\u6211\u6cbf\u9014\u63d0\u4f9b\u6307\u5bfc\uff0c\u5c31\u50cf\u6211\u505a\u00a0Ether\u00a0\u7f16\u7a0b\u8bed\u8a00\u65f6\u4e00\u6837\u3002\u4f46\u8fc7\u7a0b\u662f\u4e92\u52a8\u7684\u3002\u6211\u73b0\u5728\u5408\u4f5c\u7684\u7269\u7406\u5b66\u5bb6\u548c\u6570\u5b66\u5bb6\uff0c\u4e5f\u4f1a\u7528\u8fd9\u4e9b\u5de5\u5177\u52a0\u901f\u5de5\u4f5c\uff0c\u800c\u4e0d\u662f\u5b8c\u5168\u4ea4\u7ed9\u00a0AI\u3002\u672a\u6765\u6216\u8bb8\u4f1a\u51fa\u73b0\u81ea\u4e3b\u79d1\u7814\u7684\u4ee3\u7406\uff0c\u4f46\u73b0\u5728\u8ba9\u79d1\u5b66\u5bb6\u66f4\u9ad8\u6548\uff0c\u5c31\u5df2\u7ecf\u975e\u5e38\u6709\u4ef7\u503c\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u90a3\u573a\u666f\u4f1a\u4e0d\u4f1a\u662f\u6211\u4eec\u5728\u00a0AI \u5b66\u672f\u4f1a\u8bae\u4e0a\u559d\u5564\u9152\uff0c\u673a\u5668\u4eba\u7ed9\u6211\u4eec\u8bb2\u89e3\u8bba\u6587\uff1f<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u6211\u7b49\u4e0d\u53ca\u4e86\uff0c\u771f\u7684\u6709\u592a\u591a\u6709\u8da3\u7684\u53ef\u80fd\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u7136\u540e\u5b83\u4eec\u4f1a\u559d\u673a\u6cb9\u3002\u673a\u5668\u4eba\u56e2\u961f\u603b\u8bf4\uff0c\u673a\u5668\u4eba\u7ecf\u5e38\u51fa\u6545\u969c\uff0c\u6240\u4ee5\u8fdb\u5c55\u6ca1\u6709\u9884\u671f\u90a3\u4e48\u5feb\u3002<\/p>\n

    Keith Ballinger \uff1a\u5a31\u4e50\u4ea7\u4e1a\u5df2\u7ecf\u9ad8\u5ea6\u4f9d\u8d56\u00a0AI\uff0c\u56e0\u4e3a\u6211\u4eec\u559c\u6b22\u5a31\u4e50\u3002\u4f60\u4f1a\u770b\u5230\u66f4\u591a\u8fd9\u79cd\u60c5\u51b5\uff0c\u6bd4\u5982\u6f2b\u753b\u521b\u4f5c\u3001\u89c6\u9891\u5185\u5bb9\u3001\u97f3\u9891\u5185\u5bb9\u7b49\u3002\u968f\u7740\u4f9d\u8d56\u589e\u52a0\uff0c\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u4e5f\u5fc5\u987b\u66f4\u9ad8\u3002<\/p>\n

    \u5b8c\u5168\u00a0vibe coding\u5bf9\u672a\u6765\u7684\u5f71\u54cd<\/h3>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u65f6\u95f4\u5dee\u4e0d\u591a\u4e86\uff0c\u6211\u4eec\u770b\u770b\u662f\u5426\u6709\u89c2\u4f17\u63d0\u95ee\u3002<\/p>\n

    \u6765\u81ea\u00a0Joshua\u00a0\u7684\u95ee\u9898\uff0c\u5173\u4e8e\u4f60\u4e4b\u524d\u63d0\u5230\u7684\u201c\u4e0d\u53ef\u80fd\u8ba1\u7b97\u201d\uff08impossible computing\uff09\uff0c\u4f60\u89c9\u5f97\u201c\u5b8c\u5168\u00a0vibe coding\u201d\u5728\u672a\u6765\u4e00\u5e74\u4f1a\u6709\u591a\u5927\u5f71\u54cd\uff1f<\/strong><\/p>\n

    \"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

    Keith Ballinger \uff1a\u597d\u95ee\u9898\u3002\u6211\u63d0\u5230\u201cimpossible coding\u201d\u662f\u6709\u4e9b\u7406\u60f3\u5316\u7684\u610f\u601d\uff0c\u6211\u5e0c\u671b\u5927\u5bb6\u89c9\u5f97\u6ca1\u4ec0\u4e48\u4e0d\u53ef\u80fd\uff0c\u901a\u8fc7\u7f16\u7801\u51e0\u4e4e\u53ef\u4ee5\u5b9e\u73b0\u4e00\u5207\u3002<\/p>\n

    \u5177\u4f53\u5f71\u54cd\u53d6\u51b3\u4e8e\u201c\u5b8c\u5168\u00a0vibe coding\u201d\u7684\u5b9a\u4e49\u3002\u6211\u8ba4\u4e3a\uff0c\u77e5\u8bc6\u5de5\u4f5c\u8005\u548c\u666e\u901a\u7528\u6237\u90fd\u53ef\u80fd\u7528\u00a0vibe\u00a0\u7f16\u7a0b\uff0c\u6bd4\u5982\u4e3a\u5355\u6b21\u751f\u65e5\u6d3e\u5bf9\u521b\u5efa\u7f51\u7ad9\uff0cRSVP\u00a0\u540e\u5c31\u6d88\u5931\u3002\u5bf9\u77e5\u8bc6\u5de5\u4f5c\u8005\u5c24\u5176\u5982\u6b64\uff0c\u4ed6\u4eec\u53ef\u4ee5\u4e3a\u81ea\u5df1\u521b\u5efa\u4e1a\u52a1\u5e94\u7528\u3002<\/p>\n

    \u4f8b\u5982\uff0c\u8425\u9500\u4eba\u5458\u7528\u00a0Gemini Enterprise\u00a0\u521b\u5efa\u8f85\u52a9\u6587\u6848\u5199\u4f5c\u7684\u5e94\u7528\u3002\u8fd9\u7c7b\u5de5\u5177\u80fd\u6781\u5927\u63d0\u5347\u6548\u7387\uff0c\u56e0\u4e3a\u8f6f\u4ef6\u9700\u6c42\u8fdc\u8d85\u4f9b\u5e94\u3002<\/p>\n

    \u5173\u952e\u662f\u8981\u4fdd\u8bc1\u4ea4\u63a5\u987a\u7545\u3002\u5982\u679c\u8425\u9500\u4eba\u5458\u505a\u4e86\u4e00\u4e2a\u5e94\u7528\uff0c\u5185\u90e8\u5de5\u7a0b\u56e2\u961f\u4e4b\u540e\u9700\u8981\u63a5\u624b\u3002AI\u00a0\u53ef\u4ee5\u5728\u7b2c\u4e00\u6b65\u5c31\u6355\u6349\u5230\u5f00\u53d1\u610f\u56fe\u3002<\/p>\n

    \u50cf\u00a0Excel\u00a0\u6216\u00a0Access\u00a0\u6570\u636e\u5e93\u90a3\u6837\uff0c90\u00a0\u5e74\u4ee3\u4eba\u4eec\u6ca1\u6709\u6280\u672f\u80cc\u666f\u4e5f\u80fd\u505a\u590d\u6742\u5de5\u5177\uff0c\u4f46\u540e\u6765\u5f80\u5f80\u5f97\u91cd\u5199\u3002\u672a\u6765\u6216\u8bb8\u65e0\u9700\u6bcf\u6b21\u90fd\u91cd\u5199\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u4e5f\u53ef\u80fd\u6bcf\u6b21\u90fd\u91cd\u65b0\u521b\u5efa\u5e94\u7528\uff0c\u800c\u4e0d\u9700\u8981\u4fdd\u5b58\uff0c\u53ea\u662f\u5373\u65f6\u751f\u6210\u754c\u9762\u3002<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u662f\u7684\uff0c\u672a\u6765\u7684\u684c\u9762\u64cd\u4f5c\u7cfb\u7edf\u53ef\u80fd\u4f1a\u5b9e\u65f6\u52a8\u6001\u751f\u6210\u7528\u6237\u754c\u9762\u3002\u4f46\u6211\u8ba4\u4e3a\u6211\u4eec\u6b63\u5728\u8fdb\u5165\u4e00\u4e2a\u65e2\u5947\u602a\u53c8\u6fc0\u52a8\u4eba\u5fc3\u7684\u4e16\u754c\u3002<\/p>\n

    \u6700\u8fd1\u9605\u8bfb\u7684\u4e66\u7c4d<\/h3>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u6700\u540e\u4e00\u4e2a\u95ee\u9898\uff0c\u6211\u770b\u5230\u4f60\u5341\u5e74\u524d\u7684\u535a\u5ba2\uff0c\u603b\u662f\u6709\u9605\u8bfb\u63a8\u8350\u3002\u4f60\u73b0\u5728\u5728\u8bfb\u54ea\u4e9b\u79d1\u5b66\u6216\u6570\u5b66\u4e66\u7c4d\uff0c\u6709\u63a8\u8350\u5417\uff1f<\/p>\n

    Keith Ballinger \uff1a\u6211\u7528\u00a0Kindle\u3002\u6700\u8fd1\u5728\u8bfb\u00a0Adrian Tchaikovsky\u00a0\u7684\u300a\u5730\u7403\u7684\u788e\u7247\u300b\uff0c\u8bfb\u5230\u4e00\u534a\uff0c\u975e\u5e38\u559c\u6b22\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u6211\u6ca1\u600e\u4e48\u8bfb\u8fc7\u4ed6\u7684\u4e66\u3002<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u8fd9\u662f\u6211\u7b2c\u4e00\u6b21\u8bfb\u4ed6\u7684\u5c0f\u8bf4\u3002\u6700\u8fd1\u6211\u8bfb\u4e86\u300a\u5927\u8111\u76847.5\u5802\u8bfe\u300b\uff0c\u975e\u5e38\u597d\u3002\u8fd8\u6709\u00a0Scott Myers\u00a0\u7684\u4f5c\u54c1\uff0c\u4ee5\u53ca\u300a\u7b2c\u56db\u4e2a\u65f6\u4ee3\u300b\uff0c\u53bb\u5e74\u91cd\u8bfb\u4e86\u00a0John Rawls\u00a0\u7684\u300a\u6b63\u4e49\u8bba\u300b\uff0c\u90fd\u5f88\u6709\u8da3\u3002\u6700\u7cbe\u5f69\u7684\u662f\u6700\u8fd1\u4e24\u5e74\u8bfb\u7684\u300a\u660e\u5929\uff0c\u660e\u5929\uff0c\u660e\u5929\u300b\u3002<\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/p>\n

    \u592a\u68d2\u4e86\uff0c\u6211\u4e5f\u559c\u6b22\u90a3\u672c\u4e66\u3002<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u53bb\u5e74\u5723\u8bde\u8282\u6211\u9001\u7ed9\u5458\u5de5\uff0c\u4f5c\u4e3a\u521b\u4f5c\u8005\uff0c\u8fd9\u672c\u4e66\u5b8c\u7f8e\u6355\u6349\u4e86\u521b\u4f5c\u7cbe\u795e\u3002<\/p>\n

    \u8fd9\u662f\u6211\u5341\u5e74\u6765\u8bfb\u8fc7\u7684\u6700\u597d\u7684\u4e66\u4e4b\u4e00\uff0c\u6211\u63a8\u8350\u7ed9\u6bcf\u4e2a\u4eba\u3002\u5b83\u5b8c\u7f8e\u5448\u73b0\u4e86\u56e2\u961f\u5408\u4f5c\u548c\u521b\u4f5c\u7684\u7cbe\u795e\u3002\u8fd8\u6709\u4eba\u9645\u5173\u7cfb\u3001\u4eba\u4e0e\u4eba\u7684\u4e92\u52a8\u53ca\u5176\u53d8\u5316\uff0c\u5f88\u9177\u3002<\/strong><\/p>\n

    \u4e3b\u6301\u4eba\uff1a<\/strong><\/p>\n

    \u4eca\u5929\u5c31\u5230\u8fd9\u91cc\u5427\uff0c\u65f6\u95f4\u8d85\u4e86\uff0c\u4f46\u8ba8\u8bba\u975e\u5e38\u7cbe\u5f69\u3002<\/p>\n

    Keith Ballinger \uff1a<\/p>\n

    \u5f53\u7136\uff0c\u6211\u5f88\u4eab\u53d7\u8fd9\u6b21\u5bf9\u8bdd\uff0c\u8c22\u8c22\u9080\u8bf7\u3002<\/p>\n

    \u53c2\u8003\u94fe\u63a5\uff1a
    \nhttps:\/\/www.youtube.com\/watch?v=29jwD9vJl3I&t=12s<\/p>\n

    \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

    <\/div>\n

    <\/g><\/svg><\/i> \"Loading\"<\/p>\n

    <\/div>\n","protected":false},"excerpt":{"rendered":"

    Ballinger \u662f\u5c11\u6570\u4f9d\u7136\u4eb2\u81ea\u5199\u4ee3\u7801\u7684\u9ad8\u7ba1\u4e4b\u4e00\uff0c\u540c\u65f6\u6df1\u5ea6\u53c2\u4e0e\u4e86\u6700\u65b0\u7684 \u201c\u667a\u80fd\u4f53\u5316\u201d \u7f16\u7a0b\u5de5\u5177\u7684\u7814\u53d1\u4e0e\u4f7f\u7528\u3002 […]<\/p>\n

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