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\u56de\u6eda\u534f\u8bae\u3002<\/strong>\u5982\u679c\u65b0\u7248\u672c\u5f15\u5165\u56de\u5f52\u6216\u5408\u89c4\u6027\u95ee\u9898\uff0c\u8bf7\u521b\u5efa\u6062\u590d\u5230\u5df2\u77e5\u826f\u597d\u72b6\u6001\u7684\u8fc7\u7a0b\uff0c\u8fd9\u65e8\u5728\u4e3a\u4e1a\u52a1\u5173\u952e\u578b\u89e3\u51b3\u65b9\u6848\u7684\u8fde\u7eed\u6027\u5b9e\u73b0\u4f18\u96c5\u964d\u7ea7\u548c\u6062\u590d\u3002<\/p>\n<p>\u5b9e\u65bd\u8fd9\u4e9b\u7b56\u7565\u9700\u8981\u5de5\u5177\u6765\u5b9e\u73b0\u548c\u81ea\u52a8\u5316\uff0c\u8fd9\u4e9b\u5de5\u5177\u9700\u8981\u8d85\u8d8a\u4f20\u7edf\u7684\u90e8\u7f72\u7ba1\u9053\u3002\u5de5\u5177\u8fd8\u5fc5\u987b\u652f\u6301\u751f\u547d\u5468\u671f\u5404\u4e2a\u9636\u6bb5\u7684\u53ef\u8ffd\u6eaf\u6027\u3001\u53ef\u89c2\u5bdf\u6027\u548c\u6cbb\u7406\u3002\u4ee5\u4e0b\u5de5\u5177\u4fa7\u91cd\u4e8e\u4e09\u4e2a\u9886\u57df\uff1a\u667a\u80fd\u4f53\u6ce8\u518c\u8868\u3001\u667a\u80fd\u4f53\u7684CI\/CD(\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u90e8\u7f72)\u548c\u53ef\u89c2\u5bdf\u6027\u3002<\/p>\n<h3>\u5de5\u5177\u57fa\u7840\u8bbe\u65bd<\/h3>\n<p>\u5b9e\u65bd\u667a\u80fd\u4f53\u6ce8\u518c\u8868\uff0c\u8fd9\u662f\u4e00\u4e2a\u96c6\u4e2d\u5f0f\u6ce8\u518c\u8868\uff0c\u5145\u5f53\u6240\u6709\u667a\u80fd\u4f53\u3001\u5176\u7528\u9014\u3001\u7248\u672c\u3001\u9650\u5236\u7b49\u7684\u771f\u5b9e\u6765\u6e90\u3002\u6ce8\u518c\u8868\u8fd8\u6709\u52a9\u4e8e\u5b9e\u73b0\u53ef\u8ffd\u6eaf\u6027\u5e76\u4fc3\u8fdb\u56e2\u961f\u95f4\u7684\u534f\u4f5c\u3002\u6709\u51e0\u79cd\u667a\u80fd\u4f53\u6ce8\u518c\u8868\u53ef\u4f9b\u9009\u62e9\uff0c\u4ee5\u4e0b\u662f\u4e3a\u60f3\u8981\u73b0\u6210\u89e3\u51b3\u65b9\u6848\u6216\u81ea\u5b9a\u4e49\u5b9e\u73b0\u7684\u4eba\u63d0\u4f9b\u7684\u4e24\u4e2a\u9009\u9879\u3002<\/p>\n<p><strong>\u2022 Azure AI Foundry\u3002<\/strong>\u8fd9\u4e3a\u6784\u5efa\u548c\u7ba1\u7406\u81ea\u4e3b\u5f0fAI\u7cfb\u7edf\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6846\u67b6\uff0c\u5e76\u5305\u62ec\u8bb8\u591a\u5de5\u5177\uff0c\u5305\u62ec\u652f\u6301\u52a8\u6001\u53d1\u73b0\u3001\u7248\u672c\u63a7\u5236\u548c\u7b56\u7565\u5f3a\u5236\u6267\u884c\u7684\u667a\u80fd\u4f53\u6ce8\u518c\u8868\uff0c\u4ee5\u53ca\u4e0eMCP\u7aef\u70b9\u548c\u63a5\u53e3\u7684\u96c6\u6210\uff0c\u4ee5\u53ca\u6cbb\u7406\u96c6\u6210\u3002<\/p>\n<p><strong>\u2022 \u4f7f\u7528\u57fa\u4e8eFastAPI\u7684\u667a\u80fd\u4f53\u6ce8\u518c\u8868\u670d\u52a1\u5668\u6784\u5efa\u81ea\u5df1\u7684\u5b9e\u73b0\u3002<\/strong>\u6b64\u5b9e\u73b0\u4f7f\u7528FastAPI\uff0c\u5141\u8bb8\u56e2\u961f\u5229\u7528\u667a\u80fd\u4f53\u5230\u667a\u80fd\u4f53(A2A)\u53d1\u73b0\u548c\u534f\u4f5c\u6784\u5efa\u81ea\u5b9a\u4e49\u667a\u80fd\u4f53\u6ce8\u518c\u8868\u3002\u6b64\u8fc7\u7a0b\u5229\u7528\u63cf\u8ff0\u667a\u80fd\u4f53\u80fd\u529b\u7684A2A\u667a\u80fd\u4f53\u5361\u3002<\/p>\n<p>\u6574\u5408\u5de5\u5177\u4ee5\u521b\u5efa\u548c\u81ea\u52a8\u5316\u667a\u80fd\u4f53\u7684CI\/CD\u7ba1\u9053\u3002\u8fd9\u4e9b\u7ba1\u9053\u5fc5\u987b\u9002\u5e94\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u5e76\u9700\u8981\u5bf9\u667a\u80fd\u4f53\u884c\u4e3a\u8fdb\u884c\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u9a8c\u8bc1\u5de5\u5177\u94fe\u517c\u5bb9\u6027\u548cAPI\u4f9d\u8d56\u5173\u7cfb\uff0c\u63d0\u4f9b\u53d7\u63a7\u63a8\u51fa\u673a\u5236(\u5982\u5f71\u5b50\u667a\u80fd\u4f53\u6216\u91d1\u4e1d\u96c0\u90e8\u7f72)\uff0c\u5e76\u4e14\u5fc5\u987b\u4e0e\u5df2\u5b9e\u65bd\u7684\u53ef\u89c2\u5bdf\u6027\u548c\u56de\u6eda\u6d41\u7a0b\u96c6\u6210\u3002\u4ee5\u4e0b\u662f\u63d0\u4f9b\u8fd9\u4e9b\u529f\u80fd\u7684\u4e09\u79cd\u5de5\u5177\u3002<\/p>\n<p><strong>\u2022 Azure DevOps Pipelines\u3002<\/strong>Azure DevOps\u7ba1\u9053\u652f\u6301\u667a\u80fd\u4f53\u6c60\u548c\u6784\u5efa\u7f16\u6392\uff0c\u4ee5\u5b9e\u73b0\u53ef\u6269\u5c55\u7684\u90e8\u7f72\u3002\u6258\u7ba1\u6807\u8bc6\u96c6\u6210\u4ee5\u53ca\u5c06\u7ba1\u9053\u914d\u7f6e\u548c\u8bbe\u7f6e\u89c6\u4e3a\u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801(IaC)\u7684\u80fd\u529b\uff0c\u652f\u6301Terraform\u3001Bicep\u548cARM\u6a21\u677f\uff0c\u5141\u8bb8\u4f60\u5c06\u4ee3\u7801\u68c0\u5165\u4ee3\u7801\u5b58\u50a8\u5e93\u3002<\/p>\n<p><strong>\u2022 GitHub Actions\u3002<\/strong>GitHub Actions\u5bf9\u4e8e\u5305\u542b\u5bf9\u5bb9\u5668\u5316\u90e8\u7f72(\u4f7f\u7528Docker)\u548c\u4e0eKubernetes\u96c6\u6210\u4ee5\u5b9e\u73b0\u53ef\u6269\u5c55\u667a\u80fd\u4f53\u6258\u7ba1\u7684\u539f\u751f\u652f\u6301\u7684\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7a0b\u975e\u5e38\u6709\u7528\uff0c\u5b83\u8fd8\u63d0\u4f9b\u4f5c\u4e3aCI\/CD\u6d41\u7a0b\u4e00\u90e8\u5206\u7684\u63d0\u793a\u3001\u6a21\u578b\u914d\u7f6e\u548c\u4f9d\u8d56\u9879\u7684\u7248\u672c\u63a7\u5236\u3002<\/p>\n<p><strong>\u2022 Jenkins\u3002<\/strong>Jenkins\u4e5f\u662f\u4e00\u4e2a\u7075\u6d3b\u7684\u5e73\u53f0\uff0c\u63d0\u4f9b\u81ea\u5b9a\u4e49\u7ba1\u9053\u811a\u672c\u7f16\u5199\u4ee5\u53ca\u4e0e\u9057\u7559\u7cfb\u7edf\u7684\u96c6\u6210\uff0c\u5e76\u4f7f\u7528\u57fa\u4e8e\u63d2\u4ef6\u7684\u53ef\u6269\u5c55\u6027\u6765\u5b9e\u73b0\u7279\u5b9a\u4e8eAI\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<p>\u5728\u6240\u6709\u5730\u65b9\u90e8\u7f72\u53ef\u89c2\u5bdf\u6027\u548c\u9065\u6d4b\u529f\u80fd\u3002\u8de8\u7248\u672c\u76d1\u63a7\u667a\u80fd\u4f53\u884c\u4e3a\u5bf9\u4e8e\u68c0\u6d4b\u6f02\u79fb\u3001\u56de\u5f52\u548c\u4efb\u4f55\u65b0\u51fa\u73b0\u7684\u98ce\u9669\u81f3\u5173\u91cd\u8981\u3002\u7cfb\u7edf\u5e94\u76d1\u63a7\u667a\u80fd\u4f53\u51b3\u7b56\u3001\u5de5\u5177\u4f7f\u7528\u3001\u6027\u80fd\u6307\u6807\u7684\u5b9e\u65f6\u9065\u6d4b\u6570\u636e\uff0c\u5e76\u5c06\u7248\u672c\u4e0e\u884c\u4e3a\u57fa\u7ebf\u8fdb\u884c\u6bd4\u8f83\uff0c\u540c\u65f6\u63d0\u4f9b\u8b66\u62a5\u548c\u5f02\u5e38\u68c0\u6d4b\u3002<\/p>\n<p>\u2022<strong>\u00a0Azure Monitor\u548cAI Foundry Observability\u3002<\/strong>Azure Monitor\u63d0\u4f9b\u6838\u5fc3\u9065\u6d4b\u540e\u7aef\uff0c\u800cAI Foundry\u4e3a\u751f\u6210\u5f0fAI\u548c\u667a\u80fd\u4f53\u5de5\u4f5c\u8d1f\u8f7d\u63d0\u4f9b\u573a\u666f\u4f18\u5316\u4eea\u8868\u677f\uff0c\u8fd8\u652f\u6301OpenTelemetry\uff0c\u8fd9\u4e9b\u670d\u52a1\u7684\u7ec4\u5408\u5b9e\u73b0\u4e86\u8de8\u667a\u80fd\u4f53\u8fd0\u884c\u7684\u7edf\u4e00\u8ddf\u8e2a\u3001\u6210\u672c\u8ddf\u8e2a\u548c\u5b89\u5168\u8bc4\u4f30\u3002<\/p>\n<p><strong>\u2022 Langfuse\u3002<\/strong>Langfuse\u662f\u4e00\u79cd\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u667a\u80fd\u4f53\u4e13\u7528\u53ef\u89c2\u5bdf\u6027\u5de5\u5177\uff0c\u53ef\u8ddf\u8e2a\u6027\u80fd\u3001\u6210\u672c\u3001\u7528\u6237\u4ea4\u4e92\u548c\u51b3\u7b56\u8f68\u8ff9\uff0c\u5b83\u4e0eLangChain &amp; LangGraph\u3001Flowise\u548cOpen\u667a\u80fd\u4f53\u7b49\u6846\u67b6\u96c6\u6210\u3002<\/p>\n<p>\u4e0e\u4efb\u4f55\u6d3b\u52a8\u4e00\u6837\uff0c\u6211\u4eec\u4f1a\u8861\u91cf\u5f53\u524d\u6240\u5904\u7684\u4f4d\u7f6e\uff0c\u5e76\u5236\u5b9a\u8fdb\u4e00\u6b65\u53d1\u5c55\u7684\u8ba1\u5212\uff0c\u4e0a\u9762\u5217\u51fa\u7684\u5de5\u5177\u5c06\u5e2e\u52a9\u4f60\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u3002\u5728\u8bc4\u4f30\u4f60\u5f53\u524d\u7684\u4f4d\u7f6e\u548c\u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411\u65f6\uff0c\u5229\u7528\u6210\u719f\u5ea6\u6a21\u578b\u53ef\u80fd\u4f1a\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<h3>\u7ed9CIO\u768410\u6761\u5efa\u8bae<\/h3>\n<p>\u968f\u7740\u81ea\u4e3b\u5f0f\u667a\u80fd\u4f53\u6210\u4e3a\u4f01\u4e1a\u8fd0\u8425\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\uff0cCIO\u5fc5\u987b\u7387\u5148\u5efa\u7acb\u5f3a\u5927\u7684\u7248\u672c\u7ba1\u7406\u5b9e\u8df5\uff0c\u5728\u521b\u65b0\u4e0e\u6cbb\u7406\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u4ee5\u4e0b\u662f\u4e00\u5957\u6218\u7565\u5efa\u8bae\uff0c\u53ef\u6307\u5bfcCIO\u5236\u5b9a\u667a\u80fd\u4f53\u7248\u672c\u7ba1\u7406\u653f\u7b56\u548c\u6d3b\u52a8\uff1a<\/p>\n<h4>1. 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