{"id":35350,"date":"2025-03-19T09:41:57","date_gmt":"2025-03-19T01:41:57","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35350"},"modified":"2025-03-19T09:41:57","modified_gmt":"2025-03-19T01:41:57","slug":"%e5%9c%a8%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%9b%91%e6%8e%a7%e4%b8%ad%ef%bc%8c%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e6%9c%8d%e5%8a%a1%e7%9a%84%e8%87%aa%e5%8a%a8%e5%8c%96%e6%b5%8b%e8%af%95%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35350.html","title":{"rendered":"\u5728\u5fae\u670d\u52a1\u76d1\u63a7\u4e2d\uff0c\u5982\u4f55\u5b9e\u73b0\u670d\u52a1\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/gXjIvB96Zx.jpg\" alt=\"\u5728\u5fae\u670d\u52a1\u76d1\u63a7\u4e2d\uff0c\u5982\u4f55\u5b9e\u73b0\u670d\u52a1\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u5206\u5e03\u5f0f\u67b6\u6784\u5927\u884c\u5176\u9053\u7684\u4eca\u5929\uff0c\u5fae\u670d\u52a1\u5df2\u6210\u4e3a\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u6570\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c*\u670d\u52a1\u95f4\u7684\u4f9d\u8d56\u590d\u6742\u6027*\u548c*\u52a8\u6001\u53d8\u5316\u6027*\u8ba9\u4f20\u7edf\u6d4b\u8bd5\u624b\u6bb5\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u3002\u4e00\u6b21\u63a5\u53e3\u53d8\u66f4\u53ef\u80fd\u5bfc\u81f4\u4e0b\u6e38\u6570\u5341\u4e2a\u670d\u52a1\u5d29\u6e83\uff0c\u4e00\u6b21\u6d41\u91cf\u7a81\u589e\u53ef\u80fd\u77ac\u95f4\u538b\u57ae\u6574\u4e2a\u7cfb\u7edf\u2014\u2014<strong>\u5982\u4f55\u5728<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5fae\u670d\u52a1\u76d1\u63a7<\/a>\u4f53\u7cfb\u4e2d\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u95ed\u73af<\/strong>\uff0c\u6210\u4e3a\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u5173\u952e\u547d\u9898\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u6280\u672f\u4e0e\u6d41\u7a0b\u521b\u65b0\uff0c\u6784\u5efa\u667a\u80fd\u5316\u7684\u6d4b\u8bd5\u9632\u62a4\u7f51\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5fae\u670d\u52a1\u76d1\u63a7\u4e0e\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u5171\u751f\u5173\u7cfb\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5fae\u670d\u52a1\u76d1\u63a7<\/a>\u4e0e\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u5171\u751f\u5173\u7cfb<\/h3>\n<p>\u5fae\u670d\u52a1\u76d1\u63a7\u7684\u6838\u5fc3\u7406\u5ff5\u662f<strong>\u5b9e\u65f6\u611f\u77e5<\/strong>\uff0c\u800c\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u76ee\u6807\u662f<strong>\u63d0\u524d\u9884\u9632<\/strong>\u3002\u4e8c\u8005\u770b\u4f3c\u5206\u5de5\u660e\u786e\uff0c\u5b9e\u5219\u5b58\u5728\u6df1\u5ea6\u534f\u540c\u7a7a\u95f4\u3002\u4f8b\u5982\uff0c\u76d1\u63a7\u7cfb\u7edf\u6355\u83b7\u7684\u5f02\u5e38\u6d41\u91cf\u6a21\u5f0f\u53ef\u76f4\u63a5\u8f6c\u5316\u4e3a\u81ea\u52a8\u5316\u6d4b\u8bd5\u7528\u4f8b\uff0c\u800c\u81ea\u52a8\u5316\u6d4b\u8bd5\u751f\u6210\u7684\u6027\u80fd\u57fa\u7ebf\u53c8\u80fd\u53cd\u5411\u4f18\u5316\u76d1\u63a7\u9608\u503c\u8bbe\u7f6e\u3002<\/p>\n<p>\u4ee5\u7535\u5546\u7cfb\u7edf\u4e3a\u4f8b\uff0c\u5f53\u76d1\u63a7\u53d1\u73b0\u201c\u652f\u4ed8\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\u6ce2\u52a8\u8d85\u8fc7\u9608\u503c\u201d\u65f6\uff0c\u81ea\u52a8\u5316\u6d4b\u8bd5\u6846\u67b6\u53ef\u7acb\u5373\u89e6\u53d1\u4ee5\u4e0b\u52a8\u4f5c\uff1a<\/p>\n<ol>\n<li><strong>\u4f9d\u8d56\u9879\u9a8c\u8bc1<\/strong>\uff1a\u68c0\u67e5\u8ba2\u5355\u670d\u52a1\u3001\u5e93\u5b58\u670d\u52a1\u7684\u63a5\u53e3\u517c\u5bb9\u6027\n<\/li>\n<li><strong>\u6d41\u91cf\u56de\u653e<\/strong>\uff1a\u6a21\u62df\u5927\u4fc3\u671f\u95f4\u7684\u5b9e\u9645\u8bf7\u6c42\u538b\u529b\n<\/li>\n<li><strong>\u6545\u969c\u6ce8\u5165<\/strong>\uff1a\u4e3b\u52a8\u5207\u65ad\u67d0\u4e2a\u6570\u636e\u5e93\u8282\u70b9\u89c2\u5bdf\u7cfb\u7edf\u81ea\u6108\u80fd\u529b<br \/>\n\u8fd9\u79cd<strong>\u76d1\u63a7\u9a71\u52a8\u6d4b\u8bd5<\/strong>\u7684\u6a21\u5f0f\uff0c\u5c06\u539f\u672c\u88ab\u52a8\u7684\u6545\u969c\u54cd\u5e94\u8f6c\u53d8\u4e3a\u4e3b\u52a8\u7684\u98ce\u9669\u62e6\u622a\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e8c-\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u4e09\u5927\u6838\u5fc3\u6311\u6218\">\u4e8c\u3001\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u4e09\u5927\u6838\u5fc3\u6311\u6218<\/h3>\n<ol>\n<li>\n<p><strong>\u73af\u5883\u590d\u6742\u6027<\/strong><br \/>\n\u5fae\u670d\u52a1\u5f80\u5f80\u4f9d\u8d56\u5f02\u6784\u6280\u672f\u6808\uff08\u5982Java+Go+Python\uff09\uff0c\u4e14\u8fd0\u884c\u5728\u8de8\u4e91\u3001\u6df7\u5408\u4e91\u73af\u5883\u4e2d\u3002\u4f20\u7edf\u6d4b\u8bd5\u5de5\u5177\u96be\u4ee5\u5728*\u52a8\u6001\u4f38\u7f29\u7684\u5bb9\u5668\u96c6\u7fa4*\u4e2d\u4fdd\u6301\u73af\u5883\u4e00\u81f4\u6027\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u4e00\u81f4\u6027<\/strong><br \/>\n\u8ba2\u5355\u53f7\u5728A\u670d\u52a1\u6d4b\u8bd5\u73af\u5883\u662f1001\uff0c\u800c\u5728B\u670d\u52a1\u53ef\u80fd\u662f2001\u3002<strong>\u6d4b\u8bd5\u6570\u636e\u7684\u8de8\u670d\u52a1\u540c\u6b65<\/strong>\u6210\u4e3a\u963b\u788d\u7aef\u5230\u7aef\u6d4b\u8bd5\u7684\u6700\u5927\u969c\u788d\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6d4b\u8bd5\u8986\u76d6\u7387\u9ed1\u6d1e<\/strong><br \/>\n\u67d0\u5934\u90e8\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u6848\u4f8b\u663e\u793a\uff0c\u5176\u6838\u5fc3\u7cfb\u7edf\u5305\u542b1200+API\u63a5\u53e3\uff0c\u4f46\u81ea\u52a8\u5316\u6d4b\u8bd5\u4ec5\u8986\u76d667%\u3002\u672a\u88ab\u8986\u76d6\u768433%\u4e2d\uff0c\u670919%\u7684\u63a5\u53e3\u5728\u8fc7\u53bb\u534a\u5e74\u5f15\u53d1\u8fc7\u751f\u4ea7\u4e8b\u6545\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u56db\u6b65\u6784\u5efa\u667a\u80fd\u6d4b\u8bd5\u4f53\u7cfb\">\u4e09\u3001\u56db\u6b65\u6784\u5efa\u667a\u80fd\u6d4b\u8bd5\u4f53\u7cfb<\/h3>\n<h4 id=\"\u6b65\u9aa41-\u5efa\u7acb\u76d1\u63a7\u6570\u636e\u9a71\u52a8\u7684\u6d4b\u8bd5\u57fa\u7ebf\">\u6b65\u9aa41\uff1a\u5efa\u7acb\u76d1\u63a7\u6570\u636e\u9a71\u52a8\u7684\u6d4b\u8bd5\u57fa\u7ebf<\/h4>\n<ul>\n<li>\u901a\u8fc7<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u94fe\u8def\u8ffd\u8e2a<\/a>\u7cfb\u7edf<\/strong>\uff08\u5982Jaeger\/<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\uff09\u6536\u96c6\u751f\u4ea7\u73af\u5883\u771f\u5b9e\u6d41\u91cf\n<\/li>\n<li>\u4f7f\u7528<strong>\u673a\u5668\u5b66\u4e60\u7b97\u6cd5<\/strong>\u8bc6\u522b\u9ad8\u9891\u8c03\u7528\u8def\u5f84\u4e0e\u5173\u952e\u4e1a\u52a1\u573a\u666f\n<\/li>\n<li>\u8f93\u51fa<strong>\u4f18\u5148\u7ea7\u6d4b\u8bd5\u7528\u4f8b\u5e93<\/strong>\uff0c\u786e\u4fdd80%\u6d41\u91cf\u573a\u666f\u88ab\u8986\u76d6\n<\/li>\n<\/ul>\n<h4 id=\"\u6b65\u9aa42-\u6253\u9020\u5bb9\u5668\u5316\u6d4b\u8bd5\u6c99\u76d2\">\u6b65\u9aa42\uff1a\u6253\u9020\u5bb9\u5668\u5316\u6d4b\u8bd5\u6c99\u76d2<\/h4>\n<ul>\n<li>\u57fa\u4e8eKubernetes\u6784\u5efa<strong>\u6309\u9700\u542f\u505c\u7684\u6d4b\u8bd5\u73af\u5883<\/strong>\n<\/li>\n<li>\u5173\u952e\u6280\u672f\uff1a\n<\/li>\n<li><strong>\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09<\/strong>\uff1a\u5b9e\u73b0\u6d41\u91cf\u955c\u50cf\u4e0e\u534f\u8bae\u8f6c\u6362\n<\/li>\n<li><strong>\u6570\u636e\u5e93\u5feb\u7167\u6280\u672f<\/strong>\uff1a1\u5206\u949f\u5185\u5b8c\u6210TB\u7ea7\u6570\u636e\u73af\u5883\u642d\u5efa\n<\/li>\n<li><strong>\u667a\u80fdMock\u670d\u52a1<\/strong>\uff1a\u81ea\u52a8\u751f\u6210\u672a\u5c31\u7eea\u4f9d\u8d56\u9879\u7684\u4eff\u771f\u54cd\u5e94\n<\/li>\n<\/ul>\n<h4 id=\"\u6b65\u9aa43-\u8bbe\u8ba1\u5206\u5c42\u6d4b\u8bd5\u7b56\u7565\">\u6b65\u9aa43\uff1a\u8bbe\u8ba1\u5206\u5c42\u6d4b\u8bd5\u7b56\u7565<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u6d4b\u8bd5\u5c42\u7ea7<\/th>\n<th>\u5de5\u5177\u793a\u4f8b<\/th>\n<th>\u8986\u76d6\u7387\u76ee\u6807<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5355\u5143\u6d4b\u8bd5<\/td>\n<td>JUnit\/TestNG<\/td>\n<td>95%+<\/td>\n<\/tr>\n<tr>\n<td>\u96c6\u6210\u6d4b\u8bd5<\/td>\n<td>Postman\/Pact<\/td>\n<td>\u6838\u5fc3\u94fe\u8def100%<\/td>\n<\/tr>\n<tr>\n<td>\u5951\u7ea6\u6d4b\u8bd5<\/td>\n<td>Spring Cloud Contract<\/td>\n<td>\u670d\u52a1\u95f4API 100%<\/td>\n<\/tr>\n<tr>\n<td>\u6df7\u6c8c\u6d4b\u8bd5<\/td>\n<td>Chaos Monkey<\/td>\n<td>\u5173\u952e\u4e2d\u95f4\u4ef6\u5168\u8986\u76d6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"\u6b65\u9aa44-\u5b9e\u73b0ci-cd\u6d41\u6c34\u7ebf\u95ed\u73af\">\u6b65\u9aa44\uff1a\u5b9e\u73b0CI\/CD\u6d41\u6c34\u7ebf\u95ed\u73af<\/h4>\n<ul>\n<li><strong>\u7cbe\u51c6\u6d4b\u8bd5\u89e6\u53d1\u673a\u5236<\/strong>\uff1a\u5f53\u76d1\u63a7\u7cfb\u7edf\u68c0\u6d4b\u5230\u4ee3\u7801\u63d0\u4ea4\u5f71\u54cd\u6838\u5fc3\u670d\u52a1\u65f6\uff0c\u81ea\u52a8\u89e6\u53d1\u5bf9\u5e94\u6d4b\u8bd5\u96c6\n<\/li>\n<li><strong>\u667a\u80fd\u7ed3\u679c\u5206\u6790<\/strong>\uff1a\u5229\u7528NLP\u6280\u672f\u89e3\u6790\u65e5\u5fd7\uff0c\u5b9a\u4f4d\u5931\u8d25\u7528\u4f8b\u7684\u6839\u56e0\uff08\u5982\u201c\u8d85\u65f6\u6545\u969c82%\u6e90\u4e8eRedis\u8fde\u63a5\u6c60\u914d\u7f6e\u9519\u8bef\u201d\uff09\n<\/li>\n<li><strong>\u7070\u5ea6\u53d1\u5e03\u8054\u52a8<\/strong>\uff1a\u53ea\u6709\u901a\u8fc7\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u670d\u52a1\u5b9e\u4f8b\u624d\u80fd\u52a0\u5165\u7070\u5ea6\u96c6\u7fa4\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u5173\u952e\u6280\u672f\u5b9e\u8df5\u89e3\u6790\">\u56db\u3001\u5173\u952e\u6280\u672f\u5b9e\u8df5\u89e3\u6790<\/h3>\n<ol>\n<li>\n<p><strong>AI\u8d4b\u80fd\u7684\u6d4b\u8bd5\u7528\u4f8b\u751f\u6210<\/strong><br \/>\n\u67d0\u7269\u6d41\u5e73\u53f0\u91c7\u7528<strong>\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b<\/strong>\u5206\u6790\u751f\u4ea7\u65e5\u5fd7\u540e\uff0c\u53d1\u73b0\u4e86\u4eba\u5de5\u6d4b\u8bd5\u4ece\u672a\u8003\u8651\u8fc7\u7684\u6781\u7aef\u573a\u666f\uff1a\u5f53\u5206\u62e3\u7cfb\u7edf\u5ef6\u8fdf\u8d85\u8fc75\u79d2\u65f6\uff0c\u8def\u5f84\u89c4\u5212\u7b97\u6cd5\u4f1a\u51fa\u73b0\u7ade\u6001\u6761\u4ef6\u3002\u57fa\u4e8e\u6b64\u751f\u6210\u7684\u6d4b\u8bd5\u7528\u4f8b\u62e6\u622a\u4e863\u6b21\u6f5c\u5728\u91cd\u5927\u6545\u969c\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6d41\u91cf\u5f71\u5b50\u6d4b\u8bd5<\/strong><br \/>\n\u5728\u94f6\u884c\u6838\u5fc3\u7cfb\u7edf\u4e2d\uff0c\u901a\u8fc7<strong>\u670d\u52a1\u7f51\u683c\u5c06\u751f\u4ea7\u6d41\u91cf\u590d\u5236\u5230\u6d4b\u8bd5\u73af\u5883<\/strong>\uff0c\u5b9e\u73b0\u4ee5\u4e0b\u7a81\u7834\uff1a<\/p>\n<\/li>\n<\/ol>\n<ul>\n<li>\u9a8c\u8bc1\u65b0\u7248\u672c\u5728\u9ad8\u5e76\u53d1\u4e0b\u7684\u7a33\u5b9a\u6027\uff0c\u800c\u65e0\u9700\u7b49\u5f85\u538b\u6d4b\u73af\u5883\n<\/li>\n<li>\u68c0\u6d4b\u6570\u636e\u8fc1\u79fb\u8fc7\u7a0b\u4e2d\u5fae\u79d2\u7ea7\u7684\u65f6\u5e8f\u9519\u8bef\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u81ea\u6108\u578b\u6d4b\u8bd5\u6846\u67b6<\/strong><br \/>\n\u5934\u90e8\u4e91\u5382\u5546\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u5f15\u5165<strong>\u81ea\u52a8\u5316\u5f02\u5e38\u4fee\u590d\u673a\u5236<\/strong>\u540e\uff1a\n<\/li>\n<\/ol>\n<ul>\n<li>38%\u7684\u6d4b\u8bd5\u5931\u8d25\u53ef\u81ea\u4e3b\u4fee\u590d\uff08\u5982\u81ea\u52a8\u91cd\u8bd5\/\u5207\u6362\u6d4b\u8bd5\u8282\u70b9\uff09\n<\/li>\n<li>\u6d4b\u8bd5\u7528\u4f8b\u7ef4\u62a4\u6210\u672c\u964d\u4f4e62%\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u6f14\u8fdb\u65b9\u5411\">\u4e94\u3001\u672a\u6765\u6f14\u8fdb\u65b9\u5411<\/h3>\n<p>\u968f\u7740<strong>\u53ef\u89c2\u6d4b\u6027\u6280\u672f<\/strong>\u7684\u6df1\u5316\uff0c\u81ea\u52a8\u5316\u6d4b\u8bd5\u6b63\u5448\u73b0\u4e09\u5927\u8d8b\u52bf\uff1a<\/p>\n<ol>\n<li><strong>\u9884\u6d4b\u6027\u6d4b\u8bd5<\/strong>\uff1a\u901a\u8fc7\u65f6\u5e8f\u9884\u6d4b\u6a21\u578b\uff0c\u5728\u6d41\u91cf\u9ad8\u5cf0\u524d12\u5c0f\u65f6\u89e6\u53d1\u6269\u5bb9\u6d4b\u8bd5\n<\/li>\n<li><strong>\u6570\u5b57\u5b6a\u751f\u6d4b\u8bd5<\/strong>\uff1a\u6784\u5efa\u4e0e\u751f\u4ea7\u73af\u58831:1\u6620\u5c04\u7684\u865a\u62df\u6d4b\u8bd5\u7a7a\u95f4\n<\/li>\n<li><strong>\u9053\u5fb7\u6d4b\u8bd5<\/strong>\uff1a\u5f15\u5165AI\u4f26\u7406\u8bc4\u4f30\u6a21\u5757\uff0c\u9632\u6b62\u7b97\u6cd5\u504f\u89c1\u901a\u8fc7\u5fae\u670d\u52a1\u6269\u6563\n<\/li>\n<\/ol>\n<p>\u5f53\u76d1\u63a7\u6570\u636e\u6d41\u4e0e\u6d4b\u8bd5\u5de5\u4f5c\u6d41\u771f\u6b63\u878d\u5408\u65f6\uff0c\u6211\u4eec\u5c06\u8fdb\u5165<strong>\u201c\u6bcf\u4e00\u884c\u4ee3\u7801\u4e0a\u7ebf\u524d\u90fd\u7ecf\u5386\u771f\u5b9e\u6218\u573a\u68c0\u9a8c\u201d<\/strong>\u7684\u65b0\u7eaa\u5143\u3002\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u7684\u8fdb\u5316\uff0c\u66f4\u662f\u8f6f\u4ef6\u5de5\u7a0b\u601d\u7ef4\u4ece\u201c\u6545\u969c\u54cd\u5e94\u201d\u5230\u201c\u98ce\u9669\u9884\u89c1\u201d\u7684\u8d28\u53d8\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u5206\u5e03\u5f0f\u67b6\u6784\u5927\u884c\u5176\u9053\u7684\u4eca\u5929\uff0c\u5fae\u670d\u52a1\u5df2\u6210\u4e3a\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u6570\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c*\u670d\u52a1\u95f4\u7684\u4f9d\u8d56\u590d\u6742\u6027*\u548c*\u52a8\u6001\u53d8\u5316\u6027*\u8ba9\u4f20\u7edf\u6d4b\u8bd5\u624b\u6bb5\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u3002\u4e00\u6b21\u63a5\u53e3\u53d8\u66f4\u53ef\u80fd\u5bfc\u81f4\u4e0b\u6e38\u6570\u5341\u4e2a\u670d\u52a1\u5d29\u6e83\uff0c\u4e00\u6b21\u6d41\u91cf\u7a81\u589e\u53ef\u80fd\u77ac\u95f4\u538b\u57ae\u6574\u4e2a\u7cfb\u7edf\u2014\u2014\u5982\u4f55\u5728\u5fae\u670d\u52a1\u76d1\u63a7\u4f53\u7cfb\u4e2d\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u95ed\u73af\uff0c\u6210\u4e3a\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u5173\u952e\u547d\u9898\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u6280\u672f\u4e0e\u6d41\u7a0b\u521b\u65b0\uff0c\u6784\u5efa\u667a\u80fd\u5316\u7684\u6d4b\u8bd5\u9632\u62a4\u7f51\u3002 \u4e00\u3001\u5fae\u670d\u52a1\u76d1\u63a7\u4e0e\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u5171\u751f\u5173\u7cfb \u5fae\u670d\u52a1\u76d1\u63a7\u7684\u6838\u5fc3\u7406\u5ff5\u662f\u5b9e\u65f6\u611f\u77e5\uff0c\u800c\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u76ee\u6807\u662f\u63d0\u524d\u9884\u9632\u3002\u4e8c\u8005\u770b\u4f3c\u5206\u5de5\u660e\u786e\uff0c\u5b9e\u5219\u5b58\u5728\u6df1\u5ea6\u534f\u540c\u7a7a\u95f4\u3002\u4f8b\u5982\uff0c\u76d1\u63a7\u7cfb\u7edf\u6355\u83b7\u7684\u5f02\u5e38\u6d41\u91cf\u6a21\u5f0f\u53ef\u76f4\u63a5\u8f6c\u5316\u4e3a\u81ea\u52a8\u5316\u6d4b\u8bd5\u7528\u4f8b\uff0c\u800c\u81ea\u52a8\u5316\u6d4b\u8bd5\u751f\u6210\u7684\u6027\u80fd\u57fa\u7ebf\u53c8\u80fd\u53cd\u5411\u4f18\u5316\u76d1\u63a7\u9608\u503c\u8bbe\u7f6e\u3002 \u4ee5\u7535\u5546\u7cfb\u7edf\u4e3a\u4f8b\uff0c\u5f53\u76d1\u63a7\u53d1\u73b0\u201c\u652f\u4ed8\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\u6ce2\u52a8\u8d85\u8fc7\u9608\u503c\u201d\u65f6\uff0c\u81ea\u52a8\u5316\u6d4b\u8bd5\u6846\u67b6\u53ef\u7acb\u5373\u89e6\u53d1\u4ee5\u4e0b\u52a8\u4f5c\uff1a \u4f9d\u8d56\u9879\u9a8c\u8bc1\uff1a\u68c0\u67e5\u8ba2\u5355\u670d\u52a1\u3001\u5e93\u5b58\u670d\u52a1\u7684\u63a5\u53e3\u517c\u5bb9\u6027 \u6d41\u91cf\u56de\u653e\uff1a\u6a21\u62df\u5927\u4fc3\u671f\u95f4\u7684\u5b9e\u9645\u8bf7\u6c42\u538b\u529b \u6545\u969c\u6ce8\u5165\uff1a\u4e3b\u52a8\u5207\u65ad\u67d0\u4e2a\u6570\u636e\u5e93\u8282\u70b9\u89c2\u5bdf\u7cfb\u7edf\u81ea\u6108\u80fd\u529b \u8fd9\u79cd\u76d1\u63a7\u9a71\u52a8\u6d4b\u8bd5\u7684\u6a21\u5f0f\uff0c\u5c06\u539f\u672c\u88ab\u52a8\u7684\u6545\u969c\u54cd\u5e94\u8f6c\u53d8\u4e3a\u4e3b\u52a8\u7684\u98ce\u9669\u62e6\u622a\u3002 \u4e8c\u3001\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u4e09\u5927\u6838\u5fc3\u6311\u6218 \u73af\u5883\u590d\u6742\u6027 \u5fae\u670d\u52a1\u5f80\u5f80\u4f9d\u8d56\u5f02\u6784\u6280\u672f\u6808\uff08\u5982Java+Go+Python\uff09\uff0c\u4e14\u8fd0\u884c\u5728\u8de8\u4e91\u3001\u6df7\u5408\u4e91\u73af\u5883\u4e2d\u3002\u4f20\u7edf\u6d4b\u8bd5\u5de5\u5177\u96be\u4ee5\u5728*\u52a8\u6001\u4f38\u7f29\u7684\u5bb9\u5668\u96c6\u7fa4*\u4e2d\u4fdd\u6301\u73af\u5883\u4e00\u81f4\u6027\u3002 \u6570\u636e\u4e00\u81f4\u6027 \u8ba2\u5355\u53f7\u5728A\u670d\u52a1\u6d4b\u8bd5\u73af\u5883\u662f1001\uff0c\u800c\u5728B\u670d\u52a1\u53ef\u80fd\u662f2001\u3002\u6d4b\u8bd5\u6570\u636e\u7684\u8de8\u670d\u52a1\u540c\u6b65\u6210\u4e3a\u963b\u788d\u7aef\u5230\u7aef\u6d4b\u8bd5\u7684\u6700\u5927\u969c\u788d\u3002 \u6d4b\u8bd5\u8986\u76d6\u7387\u9ed1\u6d1e \u67d0\u5934\u90e8\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u6848\u4f8b\u663e\u793a\uff0c\u5176\u6838\u5fc3\u7cfb\u7edf\u5305\u542b1200+API\u63a5\u53e3\uff0c\u4f46\u81ea\u52a8\u5316\u6d4b\u8bd5\u4ec5\u8986\u76d667%\u3002\u672a\u88ab\u8986\u76d6\u768433%\u4e2d\uff0c\u670919%\u7684\u63a5\u53e3\u5728\u8fc7\u53bb\u534a\u5e74\u5f15\u53d1\u8fc7\u751f\u4ea7\u4e8b\u6545\u3002 \u4e09\u3001\u56db\u6b65\u6784\u5efa\u667a\u80fd\u6d4b\u8bd5\u4f53\u7cfb \u6b65\u9aa41\uff1a\u5efa\u7acb\u76d1\u63a7\u6570\u636e\u9a71\u52a8\u7684\u6d4b\u8bd5\u57fa\u7ebf \u901a\u8fc7\u5168\u94fe\u8def\u8ffd\u8e2a\u7cfb\u7edf\uff08\u5982Jaeger\/SkyWalking\uff09\u6536\u96c6\u751f\u4ea7\u73af\u5883\u771f\u5b9e\u6d41\u91cf \u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u9ad8\u9891\u8c03\u7528\u8def\u5f84\u4e0e\u5173\u952e\u4e1a\u52a1\u573a\u666f \u8f93\u51fa\u4f18\u5148\u7ea7\u6d4b\u8bd5\u7528\u4f8b\u5e93\uff0c\u786e\u4fdd80%\u6d41\u91cf\u573a\u666f\u88ab\u8986\u76d6 \u6b65\u9aa42\uff1a\u6253\u9020\u5bb9\u5668\u5316\u6d4b\u8bd5\u6c99\u76d2 \u57fa\u4e8eKubernetes\u6784\u5efa\u6309\u9700\u542f\u505c\u7684\u6d4b\u8bd5\u73af\u5883 \u5173\u952e\u6280\u672f\uff1a \u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09\uff1a\u5b9e\u73b0\u6d41\u91cf\u955c\u50cf\u4e0e\u534f\u8bae\u8f6c\u6362 \u6570\u636e\u5e93\u5feb\u7167\u6280\u672f\uff1a1\u5206\u949f\u5185\u5b8c\u6210TB\u7ea7\u6570\u636e\u73af\u5883\u642d\u5efa \u667a\u80fdMock\u670d\u52a1\uff1a\u81ea\u52a8\u751f\u6210\u672a\u5c31\u7eea\u4f9d\u8d56\u9879\u7684\u4eff\u771f\u54cd\u5e94 \u6b65\u9aa43\uff1a\u8bbe\u8ba1\u5206\u5c42\u6d4b\u8bd5\u7b56\u7565 \u6d4b\u8bd5\u5c42\u7ea7 \u5de5\u5177\u793a\u4f8b \u8986\u76d6\u7387\u76ee\u6807 \u5355\u5143\u6d4b\u8bd5 JUnit\/TestNG 95%+ \u96c6\u6210\u6d4b\u8bd5 Postman\/Pact \u6838\u5fc3\u94fe\u8def100% \u5951\u7ea6\u6d4b\u8bd5 Spring Cloud Contract \u670d\u52a1\u95f4API 100% \u6df7\u6c8c\u6d4b\u8bd5 Chaos Monkey \u5173\u952e\u4e2d\u95f4\u4ef6\u5168\u8986\u76d6 \u6b65\u9aa44\uff1a\u5b9e\u73b0CI\/CD\u6d41\u6c34\u7ebf\u95ed\u73af \u7cbe\u51c6\u6d4b\u8bd5\u89e6\u53d1\u673a\u5236\uff1a\u5f53\u76d1\u63a7\u7cfb\u7edf\u68c0\u6d4b\u5230\u4ee3\u7801\u63d0\u4ea4\u5f71\u54cd\u6838\u5fc3\u670d\u52a1\u65f6\uff0c\u81ea\u52a8\u89e6\u53d1\u5bf9\u5e94\u6d4b\u8bd5\u96c6 \u667a\u80fd\u7ed3\u679c\u5206\u6790\uff1a\u5229\u7528NLP\u6280\u672f\u89e3\u6790\u65e5\u5fd7\uff0c\u5b9a\u4f4d\u5931\u8d25\u7528\u4f8b\u7684\u6839\u56e0\uff08\u5982\u201c\u8d85\u65f6\u6545\u969c82%\u6e90\u4e8eRedis\u8fde\u63a5\u6c60\u914d\u7f6e\u9519\u8bef\u201d\uff09 \u7070\u5ea6\u53d1\u5e03\u8054\u52a8\uff1a\u53ea\u6709\u901a\u8fc7\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u670d\u52a1\u5b9e\u4f8b\u624d\u80fd\u52a0\u5165\u7070\u5ea6\u96c6\u7fa4 \u56db\u3001\u5173\u952e\u6280\u672f\u5b9e\u8df5\u89e3\u6790 AI\u8d4b\u80fd\u7684\u6d4b\u8bd5\u7528\u4f8b\u751f\u6210 \u67d0\u7269\u6d41\u5e73\u53f0\u91c7\u7528\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5206\u6790\u751f\u4ea7\u65e5\u5fd7\u540e\uff0c\u53d1\u73b0\u4e86\u4eba\u5de5\u6d4b\u8bd5\u4ece\u672a\u8003\u8651\u8fc7\u7684\u6781\u7aef\u573a\u666f\uff1a\u5f53\u5206\u62e3\u7cfb\u7edf\u5ef6\u8fdf\u8d85\u8fc75\u79d2\u65f6\uff0c\u8def\u5f84\u89c4\u5212\u7b97\u6cd5\u4f1a\u51fa\u73b0\u7ade\u6001\u6761\u4ef6\u3002\u57fa\u4e8e\u6b64\u751f\u6210\u7684\u6d4b\u8bd5\u7528\u4f8b\u62e6\u622a\u4e863\u6b21\u6f5c\u5728\u91cd\u5927\u6545\u969c\u3002 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":35351,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-35350","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35350","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=35350"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35350\/revisions"}],"predecessor-version":[{"id":35352,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35350\/revisions\/35352"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/35351"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=35350"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=35350"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=35350"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}