{"id":51736,"date":"2026-10-18T00:32:18","date_gmt":"2026-10-17T16:32:18","guid":{"rendered":"https:\/\/wiz.cn\/blog\/?p=51736"},"modified":"2026-10-18T00:32:18","modified_gmt":"2026-10-17T16:32:18","slug":"dora-metrics-tools-2026-comparison-guide-17","status":"publish","type":"post","link":"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17","title":{"rendered":"2026\u5e74 DORA \u6307\u6807\u5de5\u5177\u9009\u578b\u6307\u5357\uff1a6\u6b3e\u4e3b\u6d41\u65b9\u6848\u5bf9\u6bd4\u4e0e\u5b8c\u6574\u8bc4\u4f30\u6846\u67b6"},"content":{"rendered":"<p>2026\u5e74\uff0c\u5de5\u7a0b\u56e2\u961f\u8ffd\u8e2a DORA \u6307\u6807\u7684\u9009\u62e9\u5df2\u8d8b\u4e8e\u6210\u719f\u3002\u672c\u6587\u5c06\u4ecb\u7ecd <strong>6 \u6b3e\u4e3b\u6d41 DORA \u6307\u6807\u5de5\u5177<\/strong>\uff0c\u9010\u4e00\u5206\u6790\u5176\u9002\u7528\u573a\u666f\u4e0e\u5c40\u9650\uff1a<\/p>\n<ol>\n<li>ONES \u2014 \u4f01\u4e1a\u7ea7\u7814\u53d1\u7ba1\u7406\u5e73\u53f0\uff0c\u4e00\u4f53\u5316\u8986\u76d6\u4ea4\u4ed8\u5168\u94fe\u8def<\/li>\n<li>GitLab \u2014 \u5185\u7f6e\u4ef7\u503c\u6d41\u4eea\u8868\u677f\u7684 DevOps \u5e73\u53f0<\/li>\n<li>GitHub Actions \u2014 \u8f7b\u91cf CI\/CD \u573a\u666f\u7684\u901f\u5ea6\u8ffd\u8e2a<\/li>\n<li>Apache DevLake \u2014 \u5f00\u6e90\u6570\u636e\u6574\u5408\u57fa\u7840\u8bbe\u65bd<\/li>\n<li>PagerDuty \u2014 \u7a33\u5b9a\u6027\u5bfc\u5411\u7684\u8fd0\u7ef4\u54cd\u5e94\u5e73\u53f0<\/li>\n<li>Datadog \u2014 \u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u7684\u4ea4\u4ed8\u76d1\u63a7<\/li>\n<\/ol>\n<p>\u9009\u62e9\u524d\u9700\u660e\u786e\uff1aDORA \u6307\u6807\u63d0\u4f9b\u4ea4\u4ed8\u901f\u5ea6\u4e0e\u7a33\u5b9a\u6027\u7684\u9a8c\u8bc1\u57fa\u7ebf\uff0c\u4f46\u65e0\u6cd5\u5355\u72ec\u53cd\u6620\u5f00\u53d1\u8005\u4f53\u9a8c\u3001AI \u5f71\u54cd\u6216\u4e1a\u52a1\u4ef7\u503c\u8f6c\u5316\u3002\u672c\u6587\u5728\u5de5\u5177\u5bf9\u6bd4\u4e4b\u5916\uff0c\u4e5f\u5c06\u8bf4\u660e\u5982\u4f55\u5c06\u8fd9\u4e9b\u6570\u636e\u7eb3\u5165\u66f4\u5b8c\u6574\u7684\u5ea6\u91cf\u4f53\u7cfb\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#DORA_%E5%9B%9B%E9%A1%B9%E6%8C%87%E6%A0%87%E7%9A%84%E6%A0%B8%E5%BF%83%E5%90%AB%E4%B9%89\" >DORA \u56db\u9879\u6307\u6807\u7684\u6838\u5fc3\u542b\u4e49<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#DORA_%E5%B7%A5%E5%85%B7%E7%9A%84%E6%A0%B8%E5%BF%83%E5%8F%97%E4%BC%97\" >DORA \u5de5\u5177\u7684\u6838\u5fc3\u53d7\u4f17<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#DORA_%E6%8C%87%E6%A0%87%E7%9A%84%E8%BE%B9%E7%95%8C%EF%BC%9A%E5%BF%85%E8%A6%81%E4%BD%86%E4%B8%8D%E5%85%85%E5%88%86\" >DORA \u6307\u6807\u7684\u8fb9\u754c\uff1a\u5fc5\u8981\u4f46\u4e0d\u5145\u5206<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#2026%E5%B9%B4_6_%E6%AC%BE_DORA_%E6%8C%87%E6%A0%87%E5%B7%A5%E5%85%B7%E5%AF%B9%E6%AF%94\" >2026\u5e74 6 \u6b3e DORA \u6307\u6807\u5de5\u5177\u5bf9\u6bd4<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#ONES\" >ONES<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#GitLab\" >GitLab<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#GitHub_Actions\" >GitHub Actions<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#Apache_DevLake\" >Apache DevLake<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#PagerDuty\" >PagerDuty<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#Datadog\" >Datadog<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#%E5%B7%A5%E5%85%B7%E9%80%89%E5%9E%8B%E5%86%B3%E7%AD%96%E6%A1%86%E6%9E%B6\" >\u5de5\u5177\u9009\u578b\u51b3\u7b56\u6846\u67b6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#%E9%A2%86%E5%AF%BC%E8%80%85%E4%B8%8B%E4%B8%80%E6%AD%A5%E5%BA%94%E5%85%B3%E6%B3%A8%E7%9A%84%E6%96%B9%E5%90%91\" >\u9886\u5bfc\u8005\u4e0b\u4e00\u6b65\u5e94\u5173\u6ce8\u7684\u65b9\u5411<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-17\/#%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\" >\u5e38\u89c1\u95ee\u9898<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"DORA_%E5%9B%9B%E9%A1%B9%E6%8C%87%E6%A0%87%E7%9A%84%E6%A0%B8%E5%BF%83%E5%90%AB%E4%B9%89\"><\/span>DORA \u56db\u9879\u6307\u6807\u7684\u6838\u5fc3\u542b\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DORA \u6846\u67b6\u4ece\u56db\u4e2a\u7ef4\u5ea6\u8861\u91cf\u8f6f\u4ef6\u4ea4\u4ed8\u8868\u73b0\uff0c\u6bcf\u9879\u6307\u6807\u5bf9\u5e94\u7279\u5b9a\u7684\u6d41\u7a0b\u5065\u5eb7\u4fe1\u53f7\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>\u63ed\u793a\u7684\u95ee\u9898<\/th>\n<th>\u4e1a\u52a1\u5173\u8054<\/th>\n<th>\u6240\u5c5e\u7ef4\u5ea6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u90e8\u7f72\u9891\u7387<\/td>\n<td>\u53d1\u5e03\u8282\u594f\u53d7\u963b\u2014\u2014\u6e90\u4e8e\u6279\u6b21\u8fc7\u5927\u3001CI\/CD \u74f6\u9888\u6216\u5ba1\u6279\u5197\u4f59<\/td>\n<td>\u7f29\u77ed\u4e0a\u5e02\u5468\u671f\uff1b\u63d0\u5347\u7cfb\u7edf\u8fed\u4ee3\u8d28\u91cf<\/td>\n<td>\u901f\u5ea6<\/td>\n<\/tr>\n<tr>\n<td>\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4<\/td>\n<td>\u4ee3\u7801\u8bc4\u5ba1\u3001\u6d4b\u8bd5\u6216\u53d1\u5e03\u73af\u8282\u7684\u8d44\u6e90\u4e0e\u6d41\u7a0b\u74f6\u9888<\/td>\n<td>\u52a0\u901f\u4ea4\u4ed8\u541e\u5410\uff1b\u964d\u4f4e\u5de5\u7a0b\u5e08\u6d41\u5931\u98ce\u9669<\/td>\n<td>\u901f\u5ea6<\/td>\n<\/tr>\n<tr>\n<td>\u53d8\u66f4\u5931\u8d25\u7387<\/td>\n<td>\u6d4b\u8bd5\u8986\u76d6\u4e0d\u8db3\u6216\u8d28\u91cf\u95e8\u7981\u5931\u6548\u5bfc\u81f4\u7684\u7f3a\u9677\u6f0f\u51fa<\/td>\n<td>\u51cf\u5c11\u5ba2\u6237\u6295\u8bc9\u4e0e\u8fd4\u5de5\u635f\u8017<\/td>\n<td>\u8d28\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u670d\u52a1\u6062\u590d\u65f6\u95f4<\/td>\n<td>\u5e94\u6025\u9884\u6848\u3001\u503c\u73ed\u673a\u5236\u6216\u7cfb\u7edf\u8ba4\u77e5\u7684\u6210\u719f\u5ea6\u7f3a\u53e3<\/td>\n<td>\u964d\u4f4e\u505c\u673a\u5bfc\u81f4\u7684\u6536\u5165\u635f\u5931<\/td>\n<td>\u8d28\u91cf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"DORA_%E5%B7%A5%E5%85%B7%E7%9A%84%E6%A0%B8%E5%BF%83%E5%8F%97%E4%BC%97\"><\/span>DORA \u5de5\u5177\u7684\u6838\u5fc3\u53d7\u4f17<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4e09\u7c7b\u56e2\u961f\u6700\u80fd\u4ece DORA \u6307\u6807\u5de5\u5177\u4e2d\u83b7\u76ca\uff1a<\/p>\n<ul>\n<li><strong>\u5de5\u7a0b\u7ba1\u7406\u5c42<\/strong>\uff1a\u9700\u8981\u5c06\u4ea4\u4ed8\u8868\u73b0\u8f6c\u5316\u4e3a\u4e1a\u52a1\u8bed\u8a00\uff0c\u5411\u975e\u6280\u672f\u51b3\u7b56\u8005\u6c47\u62a5<\/li>\n<li><strong>DevOps \u4e0e\u5e73\u53f0\u5de5\u7a0b\u56e2\u961f<\/strong>\uff1a\u8d1f\u8d23\u8bc6\u522b\u5e76\u6d88\u9664\u4ea4\u4ed8\u7ba1\u9053\u4e2d\u7684\u7ed3\u6784\u6027\u74f6\u9888<\/li>\n<li><strong>\u5f00\u53d1\u8005\u4f53\u9a8c\u56e2\u961f<\/strong>\uff1a\u9700\u8981\u884c\u4e1a\u57fa\u51c6\u6570\u636e\u5b9a\u4f4d\u81ea\u8eab\u7ec4\u7ec7\u7684\u76f8\u5bf9\u4f4d\u7f6e<\/li>\n<\/ul>\n<p>DevOps \u6210\u719f\u5ea6\u8f83\u4f4e\u7684\u56e2\u961f\u901a\u5e38\u83b7\u5f97\u66f4\u76f4\u63a5\u7684\u6536\u76ca\u2014\u2014\u6307\u6807\u4f1a\u66b4\u9732\u6b64\u524d\u672a\u88ab\u5bdf\u89c9\u7684\u963b\u585e\u70b9\u3002\u5df2\u5904\u4e8e\u9ad8\u7ee9\u6548\u72b6\u6001\u7684\u56e2\u961f\u5219\u5c06\u5176\u4f5c\u4e3a\u5236\u8861\u4fe1\u53f7\uff0c\u786e\u8ba4\u901f\u5ea6\u63d0\u5347\u672a\u4ee5\u53ef\u9760\u6027\u4e3a\u4ee3\u4ef7\u3002\u65e0\u8bba\u5904\u4e8e\u4f55\u79cd\u9636\u6bb5\uff0c\u6570\u636e\u4ef7\u503c\u5747\u53d6\u51b3\u4e8e\u5de5\u5177\u7684\u6570\u636e\u6e90\u63a5\u5165\u51c6\u786e\u6027\u3001\u6307\u6807\u5b9a\u4e49\u4e00\u81f4\u6027\u4ee5\u53ca\u6301\u7eed\u91c7\u96c6\u80fd\u529b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"DORA_%E6%8C%87%E6%A0%87%E7%9A%84%E8%BE%B9%E7%95%8C%EF%BC%9A%E5%BF%85%E8%A6%81%E4%BD%86%E4%B8%8D%E5%85%85%E5%88%86\"><\/span>DORA \u6307\u6807\u7684\u8fb9\u754c\uff1a\u5fc5\u8981\u4f46\u4e0d\u5145\u5206<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5efa\u7acb DORA \u57fa\u7ebf\u5bf9\u4ea4\u4ed8\u7ba1\u7406\u81f3\u5173\u91cd\u8981\u3002\u672a\u8ffd\u8e2a\u90e8\u7f72\u9891\u7387\u6216\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\u7684\u56e2\u961f\uff0c\u5b9e\u8d28\u4e0a\u7f3a\u4e4f\u5bf9\u4ea4\u4ed8\u8868\u73b0\u7684\u57fa\u672c\u8ba4\u77e5\u3002<\/p>\n<p>\u7136\u800c\uff0c\u6301\u7eed\u7814\u7a76\u8868\u660e\uff0cDORA \u6307\u6807\u672a\u80fd\u8986\u76d6\u591a\u9879\u76f4\u63a5\u5f71\u54cd\u5f00\u53d1\u8005\u4ea7\u51fa\u7684\u5173\u952e\u6761\u4ef6\uff1a\u6df1\u5ea6\u5de5\u4f5c\u65f6\u95f4\u7684\u4fdd\u969c\u7a0b\u5ea6\u3001\u8de8\u56e2\u961f\u534f\u4f5c\u6548\u7387\u3001\u6280\u672f\u503a\u52a1\u5bf9\u5de5\u7a0b\u5bb9\u91cf\u7684\u4fb5\u8680\uff0c\u4ee5\u53ca\u5f00\u53d1\u8005\u5bf9\u65e5\u5e38\u5de5\u5177\u94fe\u7684\u4e3b\u89c2\u4f53\u9a8c\u3002\u53cd\u9988\u8fdf\u7f13\u3001\u4e13\u6ce8\u4e2d\u65ad\u3001\u6743\u8d23\u6a21\u7cca\u3001\u5de5\u5177\u788e\u7247\u5316\u2014\u2014\u8fd9\u4e9b\u5f00\u53d1\u8005\u62a5\u544a\u7684\u4e3b\u8981\u6469\u64e6\u6e90\uff0c\u5747\u4e0d\u5728 DORA \u7684\u6355\u6349\u8303\u56f4\u5185\u3002<\/p>\n<p>\u4e1a\u52a1\u5c42\u9762\u5b58\u5728\u540c\u6837\u663e\u8457\u7684\u76f2\u533a\u3002\u56e2\u961f\u53ef\u80fd\u5728 DORA \u8bc4\u4f30\u4e2d\u8fbe\u5230\u7cbe\u82f1\u7ea7\u522b\uff0c\u540c\u65f6\u5c06\u5927\u90e8\u5206\u7814\u53d1\u8d44\u6e90\u6295\u5165\u7ef4\u62a4\u800c\u975e\u65b0\u80fd\u529b\u5efa\u8bbe\u3002\u8fd9\u6b63\u662f DX Core 4 \u6846\u67b6\u5c06<strong>\u5f71\u54cd\u529b<\/strong>\u5217\u4e3a\u72ec\u7acb\u7ef4\u5ea6\u7684\u539f\u56e0\u2014\u2014\u5177\u4f53\u4ee5<strong>\u65b0\u529f\u80fd\u5f00\u53d1\u5360\u6bd4<\/strong>\u8861\u91cf\uff0c\u8be5\u6307\u6807\u53ef\u88ab\u975e\u6280\u672f\u5229\u76ca\u76f8\u5173\u8005\u76f4\u63a5\u7406\u89e3\u5e76\u53c2\u4e0e\u51b3\u7b56\u3002<\/p>\n<p>Core 4 \u7531 DORA\u3001SPACE\u3001DevEx \u6846\u67b6\u7684\u539f\u521b\u7814\u7a76\u8005\uff08\u5305\u62ec Nicole Forsgren \u535a\u58eb\uff09\u8054\u5408\u5f00\u53d1\uff0c\u5df2\u5728\u8d85\u8fc7 300 \u5bb6\u7ec4\u7ec7\u4e2d\u9a8c\u8bc1\u3002\u91c7\u7528\u8be5\u6846\u67b6\u7684\u7ec4\u7ec7\u62a5\u544a\u5de5\u7a0b\u6548\u7387\u63d0\u5347 3\u201312%\uff0c\u65b0\u529f\u80fd\u7814\u53d1\u6295\u5165\u589e\u52a0 14%\u3002<\/p>\n<p>2026 \u5e74\u65b0\u589e\u7684\u7b2c\u4e09\u91cd\u538b\u529b\u5728\u4e8e AI\u3002\u5373\u4fbf\u9886\u5148\u7ec4\u7ec7\u7684 AI \u5de5\u5177\u6d3b\u8dc3\u4f7f\u7528\u7387\u4e5f\u4ec5\u7ea6 60%\u3002DORA \u6307\u6807\u7684\u6539\u5584\u53ef\u80fd\u6e90\u4e8e AI \u8f85\u52a9\u5f00\u53d1\uff0c\u4e5f\u53ef\u80fd\u6e90\u4e8e\u4ee5\u53ef\u7ef4\u62a4\u6027\u4e0b\u964d\u4e3a\u4ee3\u4ef7\u7684\u4e34\u65f6\u6027\u8d28\u91cf\u6298\u8ba9\u2014\u2014\u7f3a\u4e4f AI \u4e13\u9879\u5ea6\u91cf\uff0c\u9886\u5bfc\u8005\u65e0\u6cd5\u533a\u5206\u4e8c\u8005\u3002DX AI \u5ea6\u91cf\u6846\u67b6\u4e3a\u6b64\u8bbe\u8ba1\uff0c\u4e0e Core 4 \u5e76\u884c\u8ffd\u8e2a<strong>\u4f7f\u7528\u7387<\/strong>\u3001<strong>\u5f71\u54cd<\/strong>\u4e0e<strong>\u6210\u672c<\/strong>\u4e09\u7ef4\u6570\u636e\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"2026%E5%B9%B4_6_%E6%AC%BE_DORA_%E6%8C%87%E6%A0%87%E5%B7%A5%E5%85%B7%E5%AF%B9%E6%AF%94\"><\/span>2026\u5e74 6 \u6b3e DORA \u6307\u6807\u5de5\u5177\u5bf9\u6bd4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4ee5\u4e0b\u5de5\u5177\u8986\u76d6\u4ece CI\/CD \u5e73\u53f0\u3001\u5f00\u6e90\u57fa\u7840\u8bbe\u65bd\u5230\u4e13\u7528\u5de5\u7a0b\u667a\u80fd\u5e73\u53f0\u7684\u591a\u79cd\u6280\u672f\u8def\u7ebf\u3002\u8bc4\u4f30\u7ef4\u5ea6\u5305\u62ec\uff1a\u56db\u9879 DORA \u6307\u6807\u7684\u5b8c\u6574\u652f\u6301\u5ea6\u3001\u90e8\u7f72\u590d\u6742\u5ea6\u3001Core 4 \u6269\u5c55\u80fd\u529b\uff0c\u4ee5\u53ca AI \u5ea6\u91cf\u517c\u5bb9\u6027\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5de5\u5177<\/th>\n<th>\u56db\u9879 DORA \u6307\u6807<\/th>\n<th>\u90e8\u7f72\u590d\u6742\u5ea6<\/th>\n<th>Core 4 \u8986\u76d6<\/th>\n<th>AI \u5ea6\u91cf<\/th>\n<th>\u5f00\u6e90<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>ONES<\/td>\n<td>\u662f<\/td>\n<td>\u4e2d<\/td>\n<td>\u901f\u5ea6+\u8d28\u91cf+\u5f71\u54cd\u529b<\/td>\n<td>\u53ef\u6269\u5c55<\/td>\n<td>\u5426<\/td>\n<\/tr>\n<tr>\n<td>GitLab<\/td>\n<td>\u90e8\u5206\uff08Ultimate \u7248\uff09<\/td>\n<td>\u4f4e<\/td>\n<td>\u901f\u5ea6+\u8d28\u91cf<\/td>\n<td>\u5426<\/td>\n<td>\u5426<\/td>\n<\/tr>\n<tr>\n<td>GitHub Actions<\/td>\n<td>\u90e8\u5206\uff08\u4ec5\u901f\u5ea6\uff09<\/td>\n<td>\u4f4e<\/td>\n<td>\u901f\u5ea6<\/td>\n<td>\u5426<\/td>\n<td>\u5426<\/td>\n<\/tr>\n<tr>\n<td>Apache DevLake<\/td>\n<td>\u662f<\/td>\n<td>\u9ad8<\/td>\n<td>\u901f\u5ea6+\u8d28\u91cf<\/td>\n<td>\u5426<\/td>\n<td>\u662f<\/td>\n<\/tr>\n<tr>\n<td>PagerDuty<\/td>\n<td>\u90e8\u5206\uff08\u4ec5\u7a33\u5b9a\u6027\uff09<\/td>\n<td>\u4f4e-\u4e2d<\/td>\n<td>\u8d28\u91cf<\/td>\n<td>\u5426<\/td>\n<td>\u5426<\/td>\n<\/tr>\n<tr>\n<td>Datadog<\/td>\n<td>\u662f<\/td>\n<td>\u4e2d<\/td>\n<td>\u901f\u5ea6+\u8d28\u91cf<\/td>\n<td>\u5426<\/td>\n<td>\u5426<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"ONES\"><\/span>ONES<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/ones.cn\/\">ONES<\/a> \u662f\u4f01\u4e1a\u7ea7\u7814\u53d1\u7ba1\u7406\u5e73\u53f0\uff0c\u9762\u5411\u4e2d\u5927\u578b\u7ec4\u7ec7\u63d0\u4f9b\u9879\u76ee\u7ba1\u7406\u3001\u9700\u6c42\u7ba1\u7406\u3001\u77e5\u8bc6\u5e93\u3001\u6d4b\u8bd5\u7ba1\u7406\u3001\u6d41\u6c34\u7ebf\u4e0e\u4ee3\u7801\u7ba1\u7406\u7684\u4e00\u4f53\u5316\u6574\u5408\uff0c\u51cf\u5c11\u591a\u5de5\u5177\u5207\u6362\u5bfc\u81f4\u7684\u4e0a\u4e0b\u6587\u635f\u8017\u4e0e\u6570\u636e\u5b64\u5c9b\u3002<\/p>\n<p><strong>\u6838\u5fc3\u80fd\u529b<\/strong><\/p>\n<p>ONES \u652f\u6301\u4ece\u9700\u6c42\u63d0\u51fa\u5230\u751f\u4ea7\u53d1\u5e03\u7684\u5168\u94fe\u8def\u8ffd\u8e2a\uff0c\u53ef\u57fa\u4e8e\u5b9e\u9645\u5de5\u4f5c\u6d41\u6570\u636e\u8ba1\u7b97\u90e8\u7f72\u9891\u7387\u3001\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\u7b49 DORA \u6307\u6807\u3002\u5176\u590d\u6742\u6d41\u7a0b\u914d\u7f6e\u4e0e\u7ec6\u7c92\u5ea6\u6743\u9650\u6a21\u578b\u9002\u5e94\u8de8\u90e8\u95e8\u3001\u591a\u56e2\u961f\u7684\u6cbb\u7406\u9700\u6c42\uff0c\u907f\u514d\u6807\u51c6\u5316\u4e0e\u7075\u6d3b\u6027\u4e4b\u95f4\u7684\u5931\u8861\u3002<\/p>\n<p><strong>\u5dee\u5f02\u5316\u4f18\u52bf<\/strong><\/p>\n<p>\u5e73\u53f0\u5185\u7f6e\u7814\u53d1\u6548\u80fd\u5ea6\u91cf\u4f53\u7cfb\uff0c\u652f\u6301\u4ee5\u6570\u636e\u9a71\u52a8\u4ea4\u4ed8\u8d28\u91cf\u4e0e\u6548\u7387\u7684\u6301\u7eed\u6539\u8fdb\u3002\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u6e90\uff0c\u7ba1\u7406\u8005\u53ef\u8ffd\u6eaf\u6307\u6807\u6ce2\u52a8\u81f3\u5177\u4f53\u534f\u4f5c\u73af\u8282\uff0c\u800c\u975e\u4ec5\u83b7\u5f97\u805a\u5408\u7ed3\u679c\u3002\u5bf9\u4e8e\u9700\u8981\u5411\u4e1a\u52a1\u4fa7\u8bc1\u660e\u7814\u53d1\u6295\u8d44\u56de\u62a5\u7387\u7684\u4f01\u4e1a\uff0c\u8fd9\u79cd\u53ef\u8ffd\u6eaf\u6027\u964d\u4f4e\u4e86\u6c9f\u901a\u6210\u672c\u3002<\/p>\n<p><strong>\u9002\u7528\u8fb9\u754c<\/strong><\/p>\n<p>ONES \u7684\u5b9a\u4f4d\u51b3\u5b9a\u4e86\u5176\u90e8\u7f72\u4e0e\u914d\u7f6e\u5468\u671f\u9ad8\u4e8e\u8f7b\u91cf\u5de5\u5177\uff0c\u66f4\u9002\u5408\u5df2\u5177\u5907\u4e00\u5b9a\u7814\u53d1\u89c4\u6a21\u3001\u9700\u8981\u7cfb\u7edf\u6027\u6cbb\u7406\u800c\u975e\u5feb\u901f\u8bd5\u70b9\u7684\u7ec4\u7ec7\u3002\u5bf9\u4e8e\u4ec5\u9700\u8981\u5355\u4e00\u6307\u6807\u8ffd\u8e2a\u7684\u5c0f\u578b\u56e2\u961f\uff0c\u529f\u80fd\u5e7f\u5ea6\u53ef\u80fd\u6784\u6210\u8fc7\u5ea6\u6295\u5165\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogcdn.ones-ai.cn\/blog\/uploads\/2026\/04\/04f5ddf81ca3_ONES-\u4ea7\u54c1\u5168\u666f\u56fe.png\" alt=\"DORA \u6307\u6807\u5de5\u5177 ONES \u4ea7\u54c1\u5168\u666f\u56fe\" width=\"2612\" height=\"1336\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"GitLab\"><\/span>GitLab<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>GitLab \u4f5c\u4e3a\u4e00\u4f53\u5316 DevOps \u5e73\u53f0\uff0c\u5c06\u4ee3\u7801\u6258\u7ba1\u3001CI\/CD\u3001\u9879\u76ee\u89c4\u5212\u3001\u76d1\u63a7\u4e0e\u5b89\u5168\u626b\u63cf\u6574\u5408\u4e8e\u5355\u4e00\u5e94\u7528\u67b6\u6784\u3002<\/p>\n<p><strong>\u6838\u5fc3\u80fd\u529b<\/strong><\/p>\n<p>GitLab Ultimate \u7248\u672c\u901a\u8fc7\u4ef7\u503c\u6d41\u4eea\u8868\u677f\u539f\u751f\u652f\u6301 DORA \u6307\u6807\u3002\u5bf9\u4e8e\u5df2\u5c06\u5b8c\u6574\u4ea4\u4ed8\u751f\u547d\u5468\u671f\u8fc1\u79fb\u81f3 GitLab \u7684\u56e2\u961f\uff0c\u65e0\u9700\u989d\u5916\u96c6\u6210\u5373\u53ef\u83b7\u53d6\u90e8\u7f72\u9891\u7387\u4e0e\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\u6570\u636e\u3002\u82e5\u4e8b\u4ef6\u7ba1\u7406\u540c\u6837\u8fd0\u884c\u4e8e GitLab \u5185\u90e8\uff0c\u53d8\u66f4\u5931\u8d25\u7387\u4e0e\u670d\u52a1\u6062\u590d\u65f6\u95f4\u7684\u91c7\u96c6\u8def\u5f84\u4e5f\u8f83\u4e3a\u987a\u7545\u3002<\/p>\n<p><strong>\u9002\u7528\u8fb9\u754c<\/strong><\/p>\n<p>GitLab \u7684 DORA \u5b9e\u73b0\u9690\u542b\u5168\u6808\u91c7\u7528\u5047\u8bbe\u3002\u4e8b\u4ef6\u7ba1\u7406\u82e5\u7531 PagerDuty \u6216 Opsgenie \u7b49\u5916\u90e8\u5de5\u5177\u5904\u7406\uff0c\u7a33\u5b9a\u6027\u76f8\u5173\u6307\u6807\u9700\u624b\u52a8\u6574\u5408\u6216\u4e8c\u6b21\u5f00\u53d1\u3002\u6b64\u5916\uff0c\u4ef7\u503c\u6d41\u4eea\u8868\u677f\u5c5e\u4e8e Ultimate \u4ed8\u8d39\u5c42\u7ea7\uff0c\u6210\u672c\u8003\u91cf\u4e0d\u53ef\u5ffd\u89c6\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogcdn.ones-ai.cn\/blog\/uploads\/2026\/04\/66b39b397095_\u6781\u72d0gitlab-\u4ea7\u54c1\u56fe-scaled-1.png\" alt=\"DORA \u6307\u6807\u5de5\u5177 \u6781\u72d0gitlab \u4ea7\u54c1\u56fe\" width=\"2612\" height=\"1336\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"GitHub_Actions\"><\/span>GitHub Actions<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>GitHub Actions \u662f GitHub \u5e73\u53f0\u7684\u81ea\u52a8\u5316\u5f15\u64ce\uff0c\u5e7f\u6cdb\u7528\u4e8e CI\/CD \u5de5\u4f5c\u6d41\u7f16\u6392\u3002<\/p>\n<p><strong>\u6838\u5fc3\u80fd\u529b<\/strong><\/p>\n<p>\u901a\u8fc7\u5de5\u4f5c\u6d41\u8fd0\u884c\u6570\u636e\uff0cGitHub Actions \u53ef\u76f4\u63a5\u63a8\u5bfc\u90e8\u7f72\u9891\u7387\u4e0e\u90e8\u5206\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\u6307\u6807\u3002\u5bf9\u4e8e\u5df2\u6df1\u5ea6\u4f7f\u7528 GitHub \u751f\u6001\u7684\u56e2\u961f\uff0c\u914d\u7f6e\u6210\u672c\u6781\u4f4e\uff0c\u6570\u636e\u83b7\u53d6\u8fd1\u4e4e\u5373\u65f6\u3002<\/p>\n<p><strong>\u9002\u7528\u8fb9\u754c<\/strong><\/p>\n<p>GitHub Actions \u4ec5\u8986\u76d6\u901f\u5ea6\u7ef4\u5ea6\u6307\u6807\uff0c\u7f3a\u4e4f\u5bf9\u53d8\u66f4\u5931\u8d25\u7387\u4e0e\u670d\u52a1\u6062\u590d\u65f6\u95f4\u7684\u539f\u751f\u652f\u6301\u3002\u82e5\u56e2\u961f\u9700\u8981\u5b8c\u6574\u7684 DORA \u56db\u6307\u6807\u89c6\u56fe\uff0c\u5fc5\u987b\u5f15\u5165 GitHub Advanced Security\u3001\u5916\u90e8\u4e8b\u4ef6\u7ba1\u7406\u5de5\u5177\u6216\u81ea\u5efa\u6570\u636e\u7ba1\u9053\u8fdb\u884c\u8865\u5145\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogcdn.ones-ai.cn\/blog\/uploads\/2026\/04\/3703d5c15ef2_GitHub-\u4ea7\u54c1\u56fe.png\" alt=\"DORA \u6307\u6807\u5de5\u5177 GitHub \u4ea7\u54c1\u56fe\" width=\"2612\" height=\"1336\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Apache_DevLake\"><\/span>Apache DevLake<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Apache DevLake \u662f\u5f00\u6e90\u7684\u7814\u53d1\u6548\u80fd\u6570\u636e\u6574\u5408\u5e73\u53f0\uff0c\u652f\u6301\u4ece\u591a\u79cd\u5de5\u5177\u94fe\u62bd\u53d6\u3001\u8f6c\u6362\u5e76\u53ef\u89c6\u5316\u5de5\u7a0b\u6570\u636e\u3002<\/p>\n<p><strong>\u6838\u5fc3\u80fd\u529b<\/strong><\/p>\n<p>DevLake \u63d0\u4f9b\u9884\u7f6e\u7684 DORA \u6307\u6807\u8ba1\u7b97\u6a21\u578b\uff0c\u53ef\u63a5\u5165 Jira\u3001GitHub\u3001GitLab\u3001Jenkins \u7b49\u5f02\u6784\u6570\u636e\u6e90\uff0c\u751f\u6210\u7edf\u4e00\u7684\u6307\u6807\u9762\u677f\u3002\u5f00\u6e90\u5c5e\u6027\u8d4b\u4e88\u56e2\u961f\u9ad8\u5ea6\u5b9a\u5236\u81ea\u7531\uff0c\u9002\u5408\u5de5\u5177\u94fe\u590d\u6742\u4e14\u4e0d\u613f\u88ab\u5355\u4e00\u5382\u5546\u9501\u5b9a\u7684\u7ec4\u7ec7\u3002<\/p>\n<p><strong>\u9002\u7528\u8fb9\u754c<\/strong><\/p>\n<p>\u9ad8\u5ea6\u7075\u6d3b\u6027\u7684\u4ee3\u4ef7\u662f\u90e8\u7f72\u4e0e\u7ef4\u62a4\u8d1f\u62c5\u3002\u56e2\u961f\u9700\u81ea\u884c\u7ba1\u7406\u6570\u636e\u8fde\u63a5\u914d\u7f6e\u3001\u6a21\u578b\u8c03\u4f18\u4e0e\u57fa\u7840\u8bbe\u65bd\u8fd0\u7ef4\u3002\u5bf9\u4e8e\u7f3a\u4e4f\u4e13\u804c\u5e73\u53f0\u5de5\u7a0b\u8d44\u6e90\u7684\u7ec4\u7ec7\uff0c\u603b\u62e5\u6709\u6210\u672c\u53ef\u80fd\u8d85\u51fa\u9884\u671f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"PagerDuty\"><\/span>PagerDuty<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>PagerDuty \u662f\u6570\u5b57\u8fd0\u7ef4\u7ba1\u7406\u5e73\u53f0\uff0c\u6838\u5fc3\u805a\u7126\u4e8e\u4e8b\u4ef6\u54cd\u5e94\u4e0e\u53ef\u9760\u6027\u5de5\u7a0b\u3002<\/p>\n<p><strong>\u6838\u5fc3\u80fd\u529b<\/strong><\/p>\n<p>PagerDuty \u5728\u53d8\u66f4\u5931\u8d25\u7387\u4e0e\u670d\u52a1\u6062\u590d\u65f6\u95f4\u4e24\u9879\u6307\u6807\u4e0a\u5177\u5907\u5929\u7136\u4f18\u52bf\u3002\u5176\u4e8b\u4ef6\u751f\u547d\u5468\u671f\u6570\u636e\u5b8c\u6574\u8bb0\u5f55\u6545\u969c\u53d1\u73b0\u3001\u54cd\u5e94\u3001\u7f13\u89e3\u4e0e\u590d\u76d8\u5168\u8fc7\u7a0b\uff0c\u4e3a\u7a33\u5b9a\u6027\u5ea6\u91cf\u63d0\u4f9b\u9ad8\u53ef\u4fe1\u5ea6\u8f93\u5165\u3002<\/p>\n<p><strong>\u9002\u7528\u8fb9\u754c<\/strong><\/p>\n<p>\u901f\u5ea6\u7ef4\u5ea6\u6307\u6807\u975e\u5176\u8bbe\u8ba1\u76ee\u6807\uff0c\u90e8\u7f72\u9891\u7387\u4e0e\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\u9700\u4ece CI\/CD \u5de5\u5177\u53e6\u884c\u83b7\u53d6\u3002PagerDuty \u9002\u5408\u4f5c\u4e3a DORA \u5ea6\u91cf\u4f53\u7cfb\u7684\u7a33\u5b9a\u6027\u4e13\u9879\u7ec4\u4ef6\uff0c\u800c\u975e\u5b8c\u6574\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Datadog\"><\/span>Datadog<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Datadog \u662f\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u8986\u76d6\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u3001\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u4e0e\u65e5\u5fd7\u5206\u6790\u3002<\/p>\n<p><strong>\u6838\u5fc3\u80fd\u529b<\/strong><\/p>\n<p>Datadog \u7684 CI Visibility \u4e0e Incident Management \u6a21\u5757\u53ef\u7ec4\u5408\u8f93\u51fa\u5b8c\u6574\u7684\u56db\u9879 DORA \u6307\u6807\u3002\u5176\u4f18\u52bf\u5728\u4e8e\u5c06\u4ea4\u4ed8\u6307\u6807\u4e0e\u7cfb\u7edf\u8fd0\u884c\u65f6\u72b6\u6001\u5173\u8054\uff0c\u652f\u6301\u4ece\u6027\u80fd\u9000\u5316\u6216\u8d44\u6e90\u74f6\u9888\u89d2\u5ea6\u89e3\u8bfb\u6307\u6807\u5f02\u5e38\u3002<\/p>\n<p><strong>\u9002\u7528\u8fb9\u754c<\/strong><\/p>\n<p>\u5b8c\u6574\u529f\u80fd\u9700\u53e0\u52a0\u591a\u4e2a\u4ed8\u8d39\u6a21\u5757\uff0c\u6210\u672c\u7ed3\u6784\u590d\u6742\u3002\u6b64\u5916\uff0cDatadog \u7684\u5ea6\u91cf\u91cd\u5fc3\u4ecd\u504f\u5411\u8fd0\u7ef4\u89c6\u89d2\uff0c\u5f00\u53d1\u8005\u4f53\u9a8c\u4e0e\u4e1a\u52a1\u5f71\u54cd\u529b\u7ef4\u5ea6\u7684\u6269\u5c55\u9700\u8981\u989d\u5916\u5b9a\u5236\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%B7%A5%E5%85%B7%E9%80%89%E5%9E%8B%E5%86%B3%E7%AD%96%E6%A1%86%E6%9E%B6\"><\/span>\u5de5\u5177\u9009\u578b\u51b3\u7b56\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u9009\u578b\u5e94\u5339\u914d\u56e2\u961f\u5f53\u524d\u7684\u6280\u672f\u6210\u719f\u5ea6\u3001\u5de5\u5177\u94fe\u73b0\u72b6\u4e0e\u5ea6\u91cf\u76ee\u6807\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u56e2\u961f\u60c5\u5883<\/th>\n<th>\u63a8\u8350\u65b9\u5411<\/th>\n<th>\u5173\u952e\u8003\u91cf<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e2d\u5927\u578b\u7ec4\u7ec7\uff0c\u591a\u56e2\u961f\u534f\u4f5c\uff0c\u9700\u7edf\u4e00\u6cbb\u7406<\/td>\n<td>ONES<\/td>\n<td>\u4e00\u4f53\u5316\u964d\u4f4e\u5de5\u5177\u5272\u88c2\uff0c\u6548\u80fd\u5ea6\u91cf\u652f\u6301\u6301\u7eed\u6539\u8fdb\u53d9\u4e8b<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u6808\u91c7\u7528 GitLab\uff0c\u4e8b\u4ef6\u7ba1\u7406\u5185\u5d4c<\/td>\n<td>GitLab Ultimate<\/td>\n<td>\u539f\u751f\u96c6\u6210\u6210\u672c\u6700\u4f4e\uff0c\u6ce8\u610f\u5c42\u7ea7\u4ed8\u8d39<\/td>\n<\/tr>\n<tr>\n<td>GitHub \u751f\u6001\u4e3a\u4e3b\uff0c\u4ec5\u9700\u901f\u5ea6\u6307\u6807<\/td>\n<td>GitHub Actions + \u8865\u5145\u5de5\u5177<\/td>\n<td>\u5feb\u901f\u542f\u52a8\uff0c\u540e\u671f\u9700\u8bc4\u4f30\u5b8c\u6574\u5ea6\u91cf\u9700\u6c42<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u5177\u94fe\u5f02\u6784\uff0c\u5177\u5907\u5e73\u53f0\u5de5\u7a0b\u80fd\u529b<\/td>\n<td>Apache DevLake<\/td>\n<td>\u907f\u514d\u5382\u5546\u9501\u5b9a\uff0c\u9884\u7559\u8fd0\u7ef4\u8d44\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u8fd0\u7ef4\u6210\u719f\uff0c\u7a33\u5b9a\u6027\u4e3a\u9996\u8981\u5173\u5207<\/td>\n<td>PagerDuty + CI\/CD \u6570\u636e\u6e90<\/td>\n<td>\u53d1\u6325\u4e13\u9879\u4f18\u52bf\uff0c\u63a5\u53d7\u7ec4\u5408\u67b6\u6784<\/td>\n<\/tr>\n<tr>\n<td>\u5df2\u6df1\u5ea6\u4f7f\u7528 Datadog \u53ef\u89c2\u6d4b\u6027<\/td>\n<td>Datadog CI Visibility<\/td>\n<td>\u5229\u7528\u73b0\u6709\u6295\u8d44\uff0c\u6269\u5c55\u81f3\u4ea4\u4ed8\u5ea6\u91cf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"%E9%A2%86%E5%AF%BC%E8%80%85%E4%B8%8B%E4%B8%80%E6%AD%A5%E5%BA%94%E5%85%B3%E6%B3%A8%E7%9A%84%E6%96%B9%E5%90%91\"><\/span>\u9886\u5bfc\u8005\u4e0b\u4e00\u6b65\u5e94\u5173\u6ce8\u7684\u65b9\u5411<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DORA \u6307\u6807\u5de5\u5177\u7684\u9009\u62e9\u4ec5\u662f\u5ea6\u91cf\u4f53\u7cfb\u5efa\u8bbe\u7684\u8d77\u70b9\u30022026 \u5e74\u7684\u5de5\u7a0b\u7ba1\u7406\u5b9e\u8df5\u8868\u660e\uff0c\u4e09\u9879\u6269\u5c55\u5c24\u4e3a\u5173\u952e\uff1a<\/p>\n<p><strong>\u4ece\u901f\u5ea6\u5230\u6548\u80fd\u5168\u666f<\/strong><\/p>\n<p>\u5c06 DORA \u6307\u6807\u7eb3\u5165 Core 4 \u6846\u67b6\uff0c\u8865\u5145\u5f00\u53d1\u8005\u4f53\u9a8c\u4e0e\u4e1a\u52a1\u5f71\u54cd\u529b\u7ef4\u5ea6\u3002\u8fd9\u8981\u6c42\u5de5\u5177\u4e0d\u4ec5\u80fd\u91c7\u96c6\u6570\u636e\uff0c\u66f4\u80fd\u652f\u6491\u8de8\u7ef4\u5ea6\u7684\u5173\u8054\u5206\u6790\u2014\u2014\u4f8b\u5982\uff0c\u90e8\u7f72\u9891\u7387\u63d0\u5347\u662f\u5426\u4f34\u968f\u5f00\u53d1\u8005\u6ee1\u610f\u5ea6\u7684\u540c\u6b65\u53d8\u5316\u3002<\/p>\n<p><strong>AI \u5f71\u54cd\u7684\u72ec\u7acb\u8bc4\u4f30<\/strong><\/p>\n<p>\u533a\u5206 AI \u8f85\u52a9\u5e26\u6765\u7684\u771f\u5b9e\u6548\u7387\u589e\u76ca\u4e0e\u6f5c\u5728\u7684\u8d28\u91cf\u503a\u52a1\u7d2f\u79ef\u3002\u9700\u5728\u73b0\u6709\u5ea6\u91cf\u4f53\u7cfb\u4e2d\u589e\u52a0 AI \u4f7f\u7528\u7387\u3001\u4ee3\u7801\u5ba1\u67e5\u6df1\u5ea6\u53d8\u5316\u3001AI \u751f\u6210\u4ee3\u7801\u7684\u540e\u671f\u7ef4\u62a4\u6210\u672c\u7b49\u8ffd\u8e2a\u9879\u3002<\/p>\n<p><strong>\u6307\u6807\u7684\u53ef\u884c\u52a8\u6027<\/strong><\/p>\n<p>\u907f\u514d\u5ea6\u91cf\u4e3a\u6c47\u62a5\u670d\u52a1\u3002\u6bcf\u9879\u6307\u6807\u5e94\u80fd\u8ffd\u6eaf\u81f3\u5177\u4f53\u56e2\u961f\u3001\u5177\u4f53\u8fed\u4ee3\u3001\u5177\u4f53\u51b3\u7b56\uff0c\u5f62\u6210&#8221;\u6307\u6807\u5f02\u5e38-\u6839\u56e0\u5b9a\u4f4d-\u5e72\u9884\u9a8c\u8bc1&#8221;\u7684\u95ed\u73af\u3002\u5de5\u5177\u7684\u4ef7\u503c\u6700\u7ec8\u53d6\u51b3\u4e8e\u662f\u5426\u7f29\u77ed\u4e86\u4ece\u8ba4\u77e5\u5230\u884c\u52a8\u7684\u5468\u671f\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\"><\/span>\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>DORA \u6307\u6807\u662f\u5426\u8db3\u591f\u8bc4\u4f30\u56e2\u961f\u8868\u73b0\uff1f<\/strong><\/p>\n<p>\u4e0d\u8db3\u4ee5\u5b8c\u6574\u8bc4\u4f30\u3002DORA 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