{"id":43656,"date":"2026-10-07T06:26:15","date_gmt":"2026-10-06T22:26:15","guid":{"rendered":"https:\/\/wiz.cn\/blog\/?p=43656"},"modified":"2026-10-07T06:26:15","modified_gmt":"2026-10-06T22:26:15","slug":"dora-metrics-tools-2026-comparison-guide-9","status":"publish","type":"post","link":"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9","title":{"rendered":"2026\u5e74DORA\u6307\u6807\u5de5\u5177\u9009\u578b\u6307\u5357\uff1a6\u6b3e\u5e73\u53f0\u5bf9\u6bd4\u4e0e\u5b8c\u6574\u5ea6\u91cf\u6846\u67b6"},"content":{"rendered":"<p>\u5de5\u7a0b\u6548\u80fd\u5ea6\u91cf\u5df2\u6210\u4e3a\u6280\u672f\u7ec4\u7ec7\u7684\u57fa\u7840\u80fd\u529b\u3002\u672c\u6587\u68b3\u74066\u6b3e\u4e3b\u6d41DORA\u6307\u6807\u8ffd\u8e2a\u5de5\u5177\u2014\u2014<a href=\"https:\/\/ones.cn\/\">ONES<\/a>\u3001GitLab\u3001GitHub Actions\u3001Apache DevLake\u3001PagerDuty\u3001Datadog\u2014\u2014\u4ece\u8986\u76d6\u7ef4\u5ea6\u3001\u90e8\u7f72\u6210\u672c\u3001\u6269\u5c55\u8def\u5f84\u4e09\u4e2a\u5c42\u9762\u5c55\u5f00\u5bf9\u6bd4\uff0c\u5e76\u8bf4\u660e\u4e3a\u4f55\u5355\u4e00\u4ea4\u4ed8\u901f\u5ea6\u6307\u6807\u5df2\u4e0d\u8db3\u4ee5\u652f\u64912026\u5e74\u7684\u7814\u53d1\u51b3\u7b56\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-9\/#%E7%9B%AE%E5%BD%95\" >\u76ee\u5f55<\/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-9\/#DORA%E5%9B%9B%E9%A1%B9%E6%A0%B8%E5%BF%83%E6%8C%87%E6%A0%87%E7%9A%84%E5%AE%9A%E4%B9%89%E4%B8%8E%E4%B8%9A%E5%8A%A1%E5%90%AB%E4%B9%89\" >DORA\u56db\u9879\u6838\u5fc3\u6307\u6807\u7684\u5b9a\u4e49\u4e0e\u4e1a\u52a1\u542b\u4e49<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#%E9%83%A8%E7%BD%B2%E9%A2%91%E7%8E%87%EF%BC%88Deployment_Frequency%EF%BC%89\" >\u90e8\u7f72\u9891\u7387\uff08Deployment Frequency\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#%E5%8F%98%E6%9B%B4%E5%89%8D%E7%BD%AE%E6%97%B6%E9%97%B4%EF%BC%88Lead_Time_for_Changes%EF%BC%89\" >\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\uff08Lead Time for Changes\uff09<\/a><\/li><li class='ez-toc-page-1 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-9\/#%E5%8F%98%E6%9B%B4%E5%A4%B1%E8%B4%A5%E7%8E%87%EF%BC%88Change_Failure_Rate%EF%BC%89\" >\u53d8\u66f4\u5931\u8d25\u7387\uff08Change Failure Rate\uff09<\/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-9\/#%E6%9C%8D%E5%8A%A1%E6%81%A2%E5%A4%8D%E6%97%B6%E9%97%B4%EF%BC%88Time_to_Restore_Service%EF%BC%89\" >\u670d\u52a1\u6062\u590d\u65f6\u95f4\uff08Time to Restore Service\uff09<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#DORA%E5%B7%A5%E5%85%B7%E7%9A%84%E4%B8%89%E7%B1%BB%E6%A0%B8%E5%BF%83%E7%94%A8%E6%88%B7\" >DORA\u5de5\u5177\u7684\u4e09\u7c7b\u6838\u5fc3\u7528\u6237<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#%E4%B8%BA%E4%BD%95DORA%E6%8C%87%E6%A0%87%E5%BF%85%E8%A6%81%E4%BD%86%E4%B8%8D%E5%85%85%E5%88%86\" >\u4e3a\u4f55DORA\u6307\u6807\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-9\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#%E5%85%AD%E6%AC%BE%E5%B7%A5%E5%85%B7%E6%A8%AA%E5%90%91%E5%AF%B9%E6%AF%94\" >\u516d\u6b3e\u5de5\u5177\u6a2a\u5411\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-10\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#ONES\" >ONES<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#GitLab\" >GitLab<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#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-13\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#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-14\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#PagerDuty\" >PagerDuty<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#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-16\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#%E9%80%89%E5%9E%8B%E5%86%B3%E7%AD%96%E6%A1%86%E6%9E%B6\" >\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-17\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#%E5%B7%A5%E7%A8%8B%E9%A2%86%E5%AF%BC%E8%80%85%E7%9A%84%E4%B8%8B%E4%B8%80%E6%AD%A5%E9%87%8D%E7%82%B9\" >\u5de5\u7a0b\u9886\u5bfc\u8005\u7684\u4e0b\u4e00\u6b65\u91cd\u70b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\" >\u5e38\u89c1\u95ee\u9898<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#DORA%E6%8C%87%E6%A0%87%E4%B8%8E%E5%BC%80%E5%8F%91%E8%80%85%E4%BD%93%E9%AA%8C%EF%BC%88DevEx%EF%BC%89%E6%9C%89%E4%BD%95%E5%85%B3%E7%B3%BB%EF%BC%9F\" >DORA\u6307\u6807\u4e0e\u5f00\u53d1\u8005\u4f53\u9a8c\uff08DevEx\uff09\u6709\u4f55\u5173\u7cfb\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#%E5%B0%8F%E5%9E%8B%E5%9B%A2%E9%98%9F%E6%98%AF%E5%90%A6%E9%9C%80%E8%A6%81%E4%B8%93%E9%97%A8%E7%9A%84DORA%E5%B7%A5%E5%85%B7%EF%BC%9F\" >\u5c0f\u578b\u56e2\u961f\u662f\u5426\u9700\u8981\u4e13\u95e8\u7684DORA\u5de5\u5177\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#DORA%E6%8C%87%E6%A0%87%E8%83%BD%E5%90%A6%E7%9B%B4%E6%8E%A5%E7%94%A8%E4%BA%8E%E5%9B%A2%E9%98%9F%E9%97%B4%E6%8E%92%E5%90%8D%EF%BC%9F\" >DORA\u6307\u6807\u80fd\u5426\u76f4\u63a5\u7528\u4e8e\u56e2\u961f\u95f4\u6392\u540d\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/wiz.cn\/blog\/tools-curated\/dora-metrics-tools-2026-comparison-guide-9\/#AI%E7%BC%96%E7%A0%81%E5%8A%A9%E6%89%8B%E5%A6%82%E4%BD%95%E5%BD%B1%E5%93%8DDORA%E6%8C%87%E6%A0%87%E8%A7%A3%E8%AF%BB%EF%BC%9F\" >AI\u7f16\u7801\u52a9\u624b\u5982\u4f55\u5f71\u54cdDORA\u6307\u6807\u89e3\u8bfb\uff1f<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E7%9B%AE%E5%BD%95\"><\/span>\u76ee\u5f55<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>DORA\u56db\u9879\u6838\u5fc3\u6307\u6807\u7684\u5b9a\u4e49\u4e0e\u4e1a\u52a1\u542b\u4e49<\/li>\n<li>DORA\u5de5\u5177\u7684\u4e09\u7c7b\u6838\u5fc3\u7528\u6237<\/li>\n<li>\u4e3a\u4f55DORA\u6307\u6807\u5fc5\u8981\u4f46\u4e0d\u5145\u5206<\/li>\n<li>\u516d\u6b3e\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/li>\n<li>\u9009\u578b\u51b3\u7b56\u6846\u67b6<\/li>\n<li>\u5de5\u7a0b\u9886\u5bfc\u8005\u7684\u4e0b\u4e00\u6b65\u91cd\u70b9<\/li>\n<li>\u5e38\u89c1\u95ee\u9898<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"DORA%E5%9B%9B%E9%A1%B9%E6%A0%B8%E5%BF%83%E6%8C%87%E6%A0%87%E7%9A%84%E5%AE%9A%E4%B9%89%E4%B8%8E%E4%B8%9A%E5%8A%A1%E5%90%AB%E4%B9%89\"><\/span>DORA\u56db\u9879\u6838\u5fc3\u6307\u6807\u7684\u5b9a\u4e49\u4e0e\u4e1a\u52a1\u542b\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DORA\u6307\u6807\u4f53\u7cfb\u4ece\u901f\u5ea6\u4e0e\u7a33\u5b9a\u6027\u4e24\u4e2a\u7ef4\u5ea6\u523b\u753b\u8f6f\u4ef6\u4ea4\u4ed8\u8868\u73b0\uff0c\u5305\u542b\u56db\u9879\u53ef\u91cf\u5316\u7684\u57fa\u51c6\u6307\u6807\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%83%A8%E7%BD%B2%E9%A2%91%E7%8E%87%EF%BC%88Deployment_Frequency%EF%BC%89\"><\/span>\u90e8\u7f72\u9891\u7387\uff08Deployment Frequency\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6307\u5355\u4f4d\u65f6\u95f4\u5185\u4ee3\u7801\u53d8\u66f4\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u7684\u6b21\u6570\u3002\u9ad8\u9891\u90e8\u7f72\u901a\u5e38\u610f\u5473\u7740\u6279\u6b21\u89c4\u6a21\u63a7\u5236\u5f97\u5f53\u3001\u53d1\u5e03\u6d41\u6c34\u7ebf\u81ea\u52a8\u5316\u7a0b\u5ea6\u8f83\u9ad8\uff0c\u662fDevOps\u6210\u719f\u5ea6\u7684\u91cd\u8981\u8868\u5f81\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%8F%98%E6%9B%B4%E5%89%8D%E7%BD%AE%E6%97%B6%E9%97%B4%EF%BC%88Lead_Time_for_Changes%EF%BC%89\"><\/span>\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\uff08Lead Time for Changes\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4ece\u4ee3\u7801\u63d0\u4ea4\u5230\u751f\u4ea7\u53d1\u5e03\u7684\u5e73\u5747\u8017\u65f6\u3002\u8be5\u6307\u6807\u66b4\u9732\u8bc4\u5ba1\u3001\u6d4b\u8bd5\u3001\u6784\u5efa\u7b49\u73af\u8282\u7684\u963b\u585e\u70b9\uff0c\u8f83\u77ed\u7684\u524d\u7f6e\u65f6\u95f4\u53cd\u6620\u4ea4\u4ed8\u7ba1\u9053\u7684\u5065\u5eb7\u5ea6\u4e0e\u56e2\u961f\u4fe1\u4efb\u6c34\u5e73\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%8F%98%E6%9B%B4%E5%A4%B1%E8%B4%A5%E7%8E%87%EF%BC%88Change_Failure_Rate%EF%BC%89\"><\/span>\u53d8\u66f4\u5931\u8d25\u7387\uff08Change Failure Rate\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5f15\u53d1\u751f\u4ea7\u6545\u969c\u7684\u90e8\u7f72\u5360\u6bd4\u3002\u8fd9\u662f\u4ee3\u7801\u8d28\u91cf\u4e0e\u6d4b\u8bd5\u6709\u6548\u6027\u7684\u76f4\u63a5\u4fe1\u53f7\uff0c\u5931\u8d25\u7387\u6500\u5347\u5f80\u5f80\u9884\u793a\u8d28\u91cf\u95e8\u7981\u6216\u8986\u76d6\u7b56\u7565\u5b58\u5728\u7f3a\u53e3\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%9C%8D%E5%8A%A1%E6%81%A2%E5%A4%8D%E6%97%B6%E9%97%B4%EF%BC%88Time_to_Restore_Service%EF%BC%89\"><\/span>\u670d\u52a1\u6062\u590d\u65f6\u95f4\uff08Time to Restore Service\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u751f\u4ea7\u6545\u969c\u53d1\u751f\u81f3\u5b8c\u5168\u6062\u590d\u7684\u5e73\u5747\u65f6\u957f\u3002\u8be5\u6307\u6807\u8861\u91cf\u4e8b\u4ef6\u54cd\u5e94\u4f53\u7cfb\u7684\u5b8c\u5907\u6027\uff0c\u5305\u62ec\u9884\u6848\u53ef\u7528\u6027\u3001\u503c\u73ed\u673a\u5236\u4e0e\u7cfb\u7edf\u8ba4\u77e5\u6df1\u5ea6\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>\u66b4\u9732\u7684\u95ee\u9898<\/th>\n<th>\u4e1a\u52a1\u4ef7\u503c<\/th>\n<th>\u5bf9\u5e94\u7ef4\u5ea6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u90e8\u7f72\u9891\u7387<\/td>\n<td>\u53d1\u5e03\u8282\u594f\u74f6\u9888\u3001CI\/CD\u5de5\u5177\u9650\u5236<\/td>\n<td>\u7f29\u77ed\u4e0a\u5e02\u5468\u671f\uff0c\u63d0\u5347\u7cfb\u7edf\u8fed\u4ee3\u80fd\u529b<\/td>\n<td>\u901f\u5ea6<\/td>\n<\/tr>\n<tr>\n<td>\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4<\/td>\n<td>\u4ea4\u4ed8\u7ba1\u9053\u4e2d\u7684\u6d41\u7a0b\u4f4e\u6548\u4e0e\u8d44\u6e90\u7ea6\u675f<\/td>\n<td>\u63d0\u5347\u5de5\u7a0b\u541e\u5410\uff0c\u964d\u4f4e\u4eba\u624d\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\u672a\u62e6\u622a\u7684\u7f3a\u9677\u9003\u9038<\/td>\n<td>\u51cf\u5c11\u6551\u706b\u4e0e\u8fd4\u5de5\uff0c\u4fdd\u969c\u5ba2\u6237\u4f53\u9a8c<\/td>\n<td>\u8d28\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u670d\u52a1\u6062\u590d\u65f6\u95f4<\/td>\n<td>\u4e8b\u4ef6\u7ba1\u7406\u6d41\u7a0b\u3001\u5de5\u5177\u6216\u77e5\u8bc6\u7f3a\u53e3<\/td>\n<td>\u964d\u4f4e\u505c\u673a\u635f\u5931\u4e0e\u5ba2\u6237\u4e0d\u6ee1<\/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%E4%B8%89%E7%B1%BB%E6%A0%B8%E5%BF%83%E7%94%A8%E6%88%B7\"><\/span>DORA\u5de5\u5177\u7684\u4e09\u7c7b\u6838\u5fc3\u7528\u6237<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DORA\u6307\u6807\u5de5\u5177\u7684\u4ef7\u503c\u56e0\u4f7f\u7528\u8005\u89d2\u8272\u800c\u5f02\u3002\u7b2c\u4e00\u7c7b\u662f\u5de5\u7a0b\u7ba1\u7406\u5c42\uff0c\u9700\u8981\u5411\u4e1a\u52a1\u4fa7\u4f20\u9012\u4ea4\u4ed8\u8868\u73b0\u7684\u91cf\u5316\u4f9d\u636e\uff1b\u7b2c\u4e8c\u7c7b\u662fDevOps\u4e0e\u5e73\u53f0\u5de5\u7a0b\u56e2\u961f\uff0c\u8d1f\u8d23\u6301\u7eed\u4f18\u5316\u53d1\u5e03\u57fa\u7840\u8bbe\u65bd\uff1b\u7b2c\u4e09\u7c7b\u662f\u5f00\u53d1\u8005\u4f53\u9a8c\u56e2\u961f\uff0c\u7528\u4e8e\u5bf9\u6807\u884c\u4e1a\u57fa\u51c6\u3001\u8bc6\u522b\u6539\u8fdb\u7a7a\u95f4\u3002<\/p>\n<p>DevOps\u6210\u719f\u5ea6\u8f83\u4f4e\u7684\u7ec4\u7ec7\u5f80\u5f80\u83b7\u76ca\u6700\u76f4\u63a5\u2014\u2014DORA\u6307\u6807\u80fd\u63ed\u793a\u6b64\u524d\u672a\u88ab\u5bdf\u89c9\u7684\u963b\u585e\u73af\u8282\u3002\u5df2\u5904\u4e8e\u9ad8\u7ee9\u6548\u6c34\u5e73\u7684\u56e2\u961f\u5219\u5c06\u5176\u4f5c\u4e3a\u7a33\u5b9a\u6027\u6821\u9a8c\uff0c\u786e\u4fdd\u901f\u5ea6\u63d0\u5347\u4e0d\u4ee5\u53ef\u9760\u6027\u4e3a\u4ee3\u4ef7\u3002\u4e24\u7c7b\u573a\u666f\u7684\u5171\u540c\u524d\u63d0\u662f\uff1a\u6570\u636e\u6765\u6e90\u51c6\u786e\u3001\u53e3\u5f84\u7edf\u4e00\u3001\u4e0e\u73b0\u6709\u5de5\u5177\u94fe\u6253\u901a\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%BA%E4%BD%95DORA%E6%8C%87%E6%A0%87%E5%BF%85%E8%A6%81%E4%BD%86%E4%B8%8D%E5%85%85%E5%88%86\"><\/span>\u4e3a\u4f55DORA\u6307\u6807\u5fc5\u8981\u4f46\u4e0d\u5145\u5206<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5efa\u7acbDORA\u57fa\u7ebf\u5177\u6709\u660e\u786e\u7684\u5de5\u7a0b\u4ef7\u503c\u3002\u672a\u5ea6\u91cf\u90e8\u7f72\u9891\u7387\u4e0e\u524d\u7f6e\u65f6\u95f4\u7684\u56e2\u961f\uff0c\u5728\u4ea4\u4ed8\u8868\u73b0\u4e0a\u5b9e\u8d28\u5904\u4e8e\u76f2\u98de\u72b6\u6001\u3002<\/p>\n<p>\u7136\u800c\uff0c\u6301\u7eed\u7684\u7814\u7a76\u6570\u636e\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\u4e13\u6ce8\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\u5f00\u53d1\u8005\u8c03\u7814\u53cd\u590d\u6307\u51fa\uff0c\u53cd\u9988\u8fdf\u7f13\u3001\u4e13\u6ce8\u4e2d\u65ad\u3001\u6743\u8d23\u6a21\u7cca\u3001\u5de5\u5177\u788e\u7247\u5316\u662f\u5de5\u4f5c\u4e2d\u6700\u663e\u8457\u7684\u6469\u64e6\u6765\u6e90\u2014\u2014\u8fd9\u4e9b\u4fe1\u53f7\u4e0d\u4f1a\u51fa\u73b0\u5728DORA\u4eea\u8868\u76d8\u4e0a\u3002<\/p>\n<p>\u4e1a\u52a1\u5c42\u9762\u540c\u6837\u5b58\u5728\u76f2\u533a\u3002\u4e00\u652f\u56e2\u961f\u53ef\u80fd\u8fbe\u5230DORA\u7cbe\u82f1\u7ea7\u8868\u73b0\uff0c\u5374\u5c06\u5927\u90e8\u5206\u7814\u53d1\u8d44\u6e90\u6295\u5165\u7ef4\u62a4\u800c\u975e\u65b0\u80fd\u529b\u5efa\u8bbe\u3002\u8fd9\u6b63\u662fDX Core 4\u6846\u67b6\u5c06&#8221;\u5f71\u54cd\u529b&#8221;\u4f5c\u4e3a\u72ec\u7acb\u7ef4\u5ea6\u7684\u539f\u56e0\uff0c\u5177\u4f53\u8868\u73b0\u4e3a&#8221;\u7814\u53d1\u65f6\u95f4\u4e2d\u7528\u4e8e\u65b0\u529f\u80fd\u5f00\u53d1\u7684\u5360\u6bd4&#8221;\u3002\u8be5\u6307\u6807\u5bf9\u975e\u6280\u672f\u5229\u76ca\u76f8\u5173\u8005\u5177\u6709\u76f4\u63a5\u7684\u53ef\u89e3\u91ca\u6027\u4e0e\u884c\u52a8\u6307\u5f15\u3002<\/p>\n<p>Core 4\u6846\u67b6\u7531DORA\u3001SPACE\u3001DevEx\u7b49\u7814\u7a76\u4f53\u7cfb\u7684\u4f5c\u8005\u8054\u5408\u5f00\u53d1\uff0c\u5df2\u5728\u8d85\u8fc7300\u5bb6\u7ec4\u7ec7\u4e2d\u9a8c\u8bc1\u3002\u91c7\u7528\u8be5\u6846\u67b6\u7684\u4f01\u4e1a\u62a5\u544a\u5de5\u7a0b\u6548\u7387\u63d0\u53473%\u201312%\uff0c\u65b0\u529f\u80fd\u5f00\u53d1\u65f6\u95f4\u5360\u6bd4\u63d0\u9ad814%\u3002<\/p>\n<p>2026\u5e74\u51fa\u73b0\u7684\u65b0\u53d8\u91cf\u662fAI\u3002\u5373\u4fbf\u9886\u5148\u7ec4\u7ec7\u7684AI\u5de5\u5177\u6d3b\u8dc3\u4f7f\u7528\u7387\u4e5f\u4ec5\u7ea660%\u3002DORA\u6307\u6807\u7684\u6539\u5584\u53ef\u80fd\u6e90\u4e8eAI\u8f85\u52a9\u5f00\u53d1\uff0c\u4e5f\u53ef\u80fd\u6e90\u4e8eAI\u751f\u6210\u4ee3\u7801\u5e26\u6765\u7684\u541e\u5410\u91cf\u63d0\u5347\u4e0e\u53ef\u7ef4\u62a4\u6027\u4e0b\u964d\u7684\u9690\u6027\u4ea4\u6362\u3002\u7f3a\u4e4fAI\u4e13\u9879\u5ea6\u91cf\uff0c\u9886\u5bfc\u8005\u65e0\u6cd5\u533a\u5206\u8fd9\u4e24\u79cd\u60c5\u5f62\u3002<\/p>\n<p>DX AI\u5ea6\u91cf\u6846\u67b6\u4e3a\u6b64\u63d0\u4f9b\u8865\u5145\uff0c\u4ece\u4e09\u4e2a\u7ef4\u5ea6\u8ffd\u8e2a\uff1a\u5229\u7528\u7387\uff08\u5b9e\u9645\u4f7f\u7528\u5f3a\u5ea6\uff09\u3001\u5f71\u54cd\uff08\u65f6\u95f4\u8282\u7701\u3001\u4ee3\u7801\u8d28\u91cf\u53d8\u5316\u3001Core 4\u6307\u6807\u53d8\u52a8\uff09\u3001\u6210\u672c\uff08\u6295\u5165\u4ea7\u51fa\u6bd4\uff09\u3002\u65e9\u671f\u6570\u636e\u663e\u793a\uff0cAI\u786e\u5b9e\u80fd\u5728\u56db\u9879Core 4\u7ef4\u5ea6\u4e0a\u4ea7\u751f\u589e\u76ca\u2014\u2014\u4f46\u524d\u63d0\u662f\u540c\u6b65\u76d1\u6d4b\u91c7\u7528\u60c5\u51b5\u3001\u9a8c\u8bc1\u5b9e\u9645\u5f71\u54cd\u3001\u5e76\u8ddf\u8e2a\u8d28\u91cf\u4fe1\u53f7\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%85%AD%E6%AC%BE%E5%B7%A5%E5%85%B7%E6%A8%AA%E5%90%91%E5%AF%B9%E6%AF%94\"><\/span>\u516d\u6b3e\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>2026\u5e74\u5e02\u573a\u4e0a\u7684DORA\u6307\u6807\u8ffd\u8e2a\u65b9\u6848\u5448\u73b0\u591a\u6837\u5316\u5f62\u6001\uff0c\u6db5\u76d6CI\/CD\u5e73\u53f0\u3001\u4e8b\u4ef6\u7ba1\u7406\u5de5\u5177\u3001\u5f00\u6e90\u57fa\u7840\u8bbe\u65bd\u4e0e\u4e13\u7528\u5de5\u7a0b\u667a\u80fd\u5e73\u53f0\u3002\u4ee5\u4e0b\u4ece\u5ea6\u91cf\u5b8c\u6574\u6027\u3001\u90e8\u7f72\u590d\u6742\u5ea6\u3001\u6269\u5c55\u6f5c\u529b\u4e09\u4e2a\u89d2\u5ea6\u9010\u4e00\u8bc4\u4f30\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5de5\u5177<\/th>\n<th>\u56db\u9879DORA\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>\u5b8c\u6574\u652f\u6301<\/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>\u65e0<\/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>\u65e0<\/td>\n<td>\u5426<\/td>\n<\/tr>\n<tr>\n<td>Apache DevLake<\/td>\n<td>\u5b8c\u6574\u652f\u6301<\/td>\n<td>\u9ad8<\/td>\n<td>\u901f\u5ea6+\u8d28\u91cf<\/td>\n<td>\u65e0<\/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\u2013\u4e2d<\/td>\n<td>\u8d28\u91cf<\/td>\n<td>\u65e0<\/td>\n<td>\u5426<\/td>\n<\/tr>\n<tr>\n<td>Datadog<\/td>\n<td>\u5b8c\u6574\u652f\u6301<\/td>\n<td>\u4e2d<\/td>\n<td>\u901f\u5ea6+\u8d28\u91cf<\/td>\n<td>\u65e0<\/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>ONES\u662f\u4f01\u4e1a\u7ea7\u7814\u53d1\u7ba1\u7406\u5e73\u53f0\uff0c\u9762\u5411\u4e2d\u5927\u578b\u6280\u672f\u7ec4\u7ec7\u63d0\u4f9b\u7aef\u5230\u7aef\u7684\u4ea4\u4ed8\u6cbb\u7406\u65b9\u6848\u3002\u5176\u6838\u5fc3\u67b6\u6784\u5c06\u9879\u76ee\u7ba1\u7406\u3001\u9700\u6c42\u8ffd\u8e2a\u3001\u77e5\u8bc6\u6c89\u6dc0\u3001\u6d4b\u8bd5\u7ba1\u7406\u3001\u6d41\u6c34\u7ebf\u7f16\u6392\u4e0e\u4ee3\u7801\u8d44\u4ea7\u6574\u5408\u4e8e\u7edf\u4e00\u6570\u636e\u5c42\uff0c\u663e\u8457\u964d\u4f4e\u591a\u5de5\u5177\u5207\u6362\u5e26\u6765\u7684\u4e0a\u4e0b\u6587\u635f\u8017\u4e0e\u6570\u636e\u65ad\u88c2\u98ce\u9669\u3002<\/p>\n<p>\u5728DORA\u6307\u6807\u5c42\u9762\uff0cONES\u901a\u8fc7\u5185\u7f6e\u7684\u6548\u80fd\u5ea6\u91cf\u6a21\u5757\u76f4\u63a5\u91c7\u96c6\u90e8\u7f72\u9891\u7387\u3001\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\u3001\u53d8\u66f4\u5931\u8d25\u7387\u4e0e\u670d\u52a1\u6062\u590d\u65f6\u95f4\uff0c\u65e0\u9700\u4f9d\u8d56\u5916\u90e8\u63d2\u4ef6\u6216\u624b\u52a8\u586b\u62a5\u3002\u5e73\u53f0\u652f\u6301\u590d\u6742\u6d41\u7a0b\u914d\u7f6e\u4e0e\u7cbe\u7ec6\u5316\u6743\u9650\u6a21\u578b\uff0c\u9002\u5e94\u8de8\u90e8\u95e8\u3001\u8de8\u5730\u57df\u7684\u534f\u4f5c\u6cbb\u7406\u9700\u6c42\u3002<\/p>\n<p>\u533a\u522b\u4e8e\u7eaf\u901f\u5ea6\u5bfc\u5411\u7684\u5de5\u5177\uff0cONES\u5f3a\u8c03\u7814\u53d1\u6548\u80fd\u7684\u7cfb\u7edf\u6027\u6539\u8fdb\u3002\u5176\u5ea6\u91cf\u4f53\u7cfb\u4e0d\u4ec5\u8986\u76d6DORA\u5b9a\u4e49\u7684\u901f\u5ea6\u4e0e\u8d28\u91cf\u7ef4\u5ea6\uff0c\u8fd8\u5ef6\u4f38\u81f3\u8d44\u6e90\u6295\u5165\u7ed3\u6784\u5206\u6790\u2014\u2014\u5373\u7814\u53d1\u5bb9\u91cf\u5728\u521b\u65b0\u3001\u7ef4\u62a4\u3001\u6280\u672f\u503a\u52a1\u507f\u8fd8\u4e4b\u95f4\u7684\u5206\u914d\u6bd4\u4f8b\uff0c\u8fd9\u4e0eCore 4\u6846\u67b6\u4e2d\u7684&#8221;\u5f71\u54cd\u529b&#8221;\u7ef4\u5ea6\u5f62\u6210\u547c\u5e94\u3002\u6b64\u5916\uff0c\u5e73\u53f0\u7684\u6570\u636e\u67b6\u6784\u4e3a\u540e\u7eed\u63a5\u5165AI\u5229\u7528\u7387\u4e0e\u5f71\u54cd\u5206\u6790\u9884\u7559\u4e86\u6269\u5c55\u63a5\u53e3\u3002<\/p>\n<p>\u4e3b\u8981\u9002\u7528\u573a\u666f\uff1a\u4e2d\u5927\u578b\u4f01\u4e1a\u5bfb\u6c42\u66ff\u4ee3\u5206\u6563\u5de5\u5177\u94fe\u3001\u5efa\u7acb\u7edf\u4e00\u7814\u53d1\u6570\u636e\u6e90\uff1b\u9700\u8981\u652f\u6301\u5408\u89c4\u5ba1\u8ba1\u4e0e\u591a\u5c42\u7ea7\u6743\u9650\u7ba1\u7406\u7684\u7ec4\u7ec7\uff1b\u8ba1\u5212\u4ece\u5355\u4e00\u4ea4\u4ed8\u6307\u6807\u5411\u5b8c\u6574\u6548\u80fd\u6846\u67b6\u6f14\u8fdb\u7684\u6280\u672f\u56e2\u961f\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\u4ee5\u4ee3\u7801\u6258\u7ba1\u4e0eCI\/CD\u4e3a\u6838\u5fc3\uff0c\u5411\u9879\u76ee\u7ba1\u7406\u3001\u5b89\u5168\u626b\u63cf\u3001\u76d1\u63a7\u7b49\u9886\u57df\u6269\u5c55\u3002\u5176Value Streams Dashboard\u4e3aUltimate\u5c42\u7ea7\u7528\u6237\u63d0\u4f9b\u539f\u751f\u7684DORA\u6307\u6807\u89c6\u56fe\uff0c\u90e8\u7f72\u9891\u7387\u4e0e\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\u7684\u83b7\u53d6\u76f8\u5bf9\u76f4\u63a5\u3002<\/p>\n<p>\u5c40\u9650\u5728\u4e8e\u6307\u6807\u5b8c\u6574\u6027\u5bf9GitLab\u751f\u6001\u7684\u4f9d\u8d56\u5ea6\u8f83\u9ad8\u3002\u53d8\u66f4\u5931\u8d25\u7387\u4e0e\u670d\u52a1\u6062\u590d\u65f6\u95f4\u7684\u51c6\u786e\u8ba1\u7b97\uff0c\u901a\u5e38\u8981\u6c42\u4e8b\u4ef6\u7ba1\u7406\u6d41\u7a0b\u4e5f\u8fd0\u884c\u4e8eGitLab\u5185\u90e8\u3002\u5bf9\u4e8e\u91c7\u7528\u72ec\u7acb incident management \u65b9\u6848\u7684\u56e2\u961f\uff0c\u6570\u636e\u6574\u5408\u9700\u8981\u989d\u5916\u5f00\u53d1\u5de5\u4f5c\u3002Core 4\u4e2d\u7684\u5f71\u54cd\u529b\u7ef4\u5ea6\u672a\u7eb3\u5165\u4ea7\u54c1\u8bbe\u8ba1\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\u4f5c\u4e3a\u4ee3\u7801\u4ed3\u5e93\u7684\u539f\u751f\u81ea\u52a8\u5316\u5f15\u64ce\uff0c\u5728\u90e8\u7f72\u9891\u7387\u4e0e\u90e8\u5206\u524d\u7f6e\u65f6\u95f4\u6570\u636e\u4e0a\u5177\u5907\u91c7\u96c6\u80fd\u529b\u3002\u4f46\u5176\u5b9a\u4f4d\u5e76\u975e\u4e13\u95e8\u7684\u6548\u80fd\u5ea6\u91cf\u5e73\u53f0\uff0cDORA\u6307\u6807\u652f\u6301\u505c\u7559\u5728\u901f\u5ea6\u5c42\u9762\uff0c\u7a33\u5b9a\u6027\u76f8\u5173\u6307\u6807\u7f3a\u4e4f\u7cfb\u7edf\u6027\u8ffd\u8e2a\u673a\u5236\u3002<\/p>\n<p>\u5bf9\u4e8e\u5df2\u6df1\u5ea6\u4f7f\u7528GitHub\u4e14\u9700\u6c42\u7b80\u5355\u7684\u56e2\u961f\uff0c\u53ef\u901a\u8fc7Actions\u65e5\u5fd7\u914d\u5408\u5916\u90e8BI\u5de5\u5177\u5b9e\u73b0\u57fa\u7840\u770b\u677f\u3002\u968f\u7740\u5ea6\u91cf\u9700\u6c42\u6df1\u5316\uff0c\u67b6\u6784\u4e0a\u7684\u5929\u82b1\u677f\u5c06\u9010\u6e10\u663e\u73b0\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\u5de5\u7a0b\u6570\u636e\u6574\u5408\u5e73\u53f0\uff0c\u652f\u6301\u4eceGit\u3001Jenkins\u3001Jira\u7b49\u591a\u6e90\u62bd\u53d6\u6570\u636e\u5e76\u8ba1\u7b97DORA\u56db\u9879\u6307\u6807\u3002\u5176\u7075\u6d3b\u6027\u9002\u5408\u5177\u5907\u6570\u636e\u5de5\u7a0b\u80fd\u529b\u7684\u56e2\u961f\u81ea\u5b9a\u4e49\u5ea6\u91cf\u903b\u8f91\u4e0e\u53ef\u89c6\u5316\u65b9\u6848\u3002<\/p>\n<p>\u9ad8\u7075\u6d3b\u6027\u4f34\u968f\u9ad8\u7ef4\u62a4\u6210\u672c\u3002\u751f\u4ea7\u7ea7\u90e8\u7f72\u6d89\u53ca\u6570\u636e\u6e90\u914d\u7f6e\u3001ETL\u8c03\u4f18\u3001\u6a21\u578b\u5b9a\u5236\u4e0e\u57fa\u7840\u8bbe\u65bd\u8fd0\u7ef4\uff0c\u5bf9\u56e2\u961f\u7684\u6280\u672f\u50a8\u5907\u4e0e\u65f6\u95f4\u6295\u5165\u6709\u660e\u786e\u8981\u6c42\u3002\u6b64\u5916\uff0c\u9879\u76ee\u793e\u533a\u9a71\u52a8\u7684\u7279\u6027\u610f\u5473\u7740\u4f01\u4e1a\u7ea7\u652f\u6301\u54cd\u5e94\u5b58\u5728\u4e0d\u786e\u5b9a\u6027\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogcdn.ones-ai.cn\/blog\/uploads\/2026\/04\/7c5f6e8c6fd6_jenkins-\u4ea7\u54c1\u56fe-scaled-1.png\" alt=\"DORA\u6307\u6807\u5de5\u5177 jenkins \u4ea7\u54c1\u56fe\" width=\"2612\" height=\"1336\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"PagerDuty\"><\/span>PagerDuty<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>PagerDuty\u805a\u7126\u4e8b\u4ef6\u7ba1\u7406\u4e0e\u8fd0\u7ef4\u54cd\u5e94\uff0c\u5728\u53d8\u66f4\u5931\u8d25\u7387\u4e0e\u670d\u52a1\u6062\u590d\u65f6\u95f4\u4e24\u9879\u6307\u6807\u4e0a\u5177\u6709\u5929\u7136\u4f18\u52bf\u3002\u5176\u544a\u8b66\u3001\u5347\u7ea7\u3001\u590d\u76d8\u6d41\u7a0b\u4e0eDORA\u7a33\u5b9a\u6027\u7ef4\u5ea6\u9ad8\u5ea6\u5951\u5408\u3002<\/p>\n<p>\u4f5c\u4e3a\u5782\u76f4\u5de5\u5177\uff0cPagerDuty\u4e0d\u8986\u76d6\u90e8\u7f72\u9891\u7387\u4e0e\u53d8\u66f4\u524d\u7f6e\u65f6\u95f4\uff0c\u65e0\u6cd5\u72ec\u7acb\u5b8c\u6210DORA\u5168\u666f\u5ea6\u91cf\u3002\u901a\u5e38\u9700\u8981\u4e0eCI\/CD\u5e73\u53f0\u6216\u5de5\u7a0b\u667a\u80fd\u5de5\u5177\u7ec4\u5408\u4f7f\u7528\uff0c\u9002\u5408\u5df2\u5177\u5907\u901f\u5ea6\u5ea6\u91cf\u80fd\u529b\u3001\u5e0c\u671b\u8865\u5f3a\u7a33\u5b9a\u6027\u76d1\u6d4b\u7684\u7ec4\u7ec7\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Datadog\"><\/span>Datadog<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Datadog\u4ee5\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u4e3a\u57fa\u7840\uff0c\u901a\u8fc7APM\u3001\u65e5\u5fd7\u4e0e\u4e8b\u4ef6\u6570\u636e\u5173\u8054\u5b9e\u73b0DORA\u6307\u6807\u8ba1\u7b97\u3002\u5176\u4f18\u52bf\u5728\u4e8e\u5c06\u4ea4\u4ed8\u8868\u73b0\u4e0e\u7cfb\u7edf\u8fd0\u884c\u65f6\u72b6\u6001\u7edf\u4e00\u5448\u73b0\uff0c\u4fbf\u4e8e\u6392\u67e5\u6307\u6807\u5f02\u5e38\u80cc\u540e\u7684\u6280\u672f\u6839\u56e0\u3002<\/p>\n<p>\u5b9e\u73b0\u5b8c\u6574DORA\u89c6\u56fe\u9700\u8981\u914d\u7f6e\u591a\u7c7b\u6570\u636e\u6e90\u7684\u5173\u8054\u89c4\u5219\uff0c\u90e8\u7f72\u590d\u6742\u5ea6\u4e2d\u7b49\u3002\u4e0eGitLab\u7c7b\u4f3c\uff0cDatadog\u7684\u4ea7\u54c1\u6f14\u8fdb\u56f4\u7ed5\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u5c55\u5f00\uff0c\u672a\u5c06\u5f00\u53d1\u8005\u4f53\u9a8c\u6216AI\u5f71\u54cd\u7eb3\u5165\u6838\u5fc3\u5ea6\u91cf\u8303\u7574\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E9%80%89%E5%9E%8B%E5%86%B3%E7%AD%96%E6%A1%86%E6%9E%B6\"><\/span>\u9009\u578b\u51b3\u7b56\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5de5\u5177\u9009\u62e9\u5e94\u5339\u914d\u7ec4\u7ec7\u7684\u6210\u719f\u5ea6\u9636\u6bb5\u4e0e\u6218\u7565\u76ee\u6807\uff0c\u4ee5\u4e0b\u4e09\u4e2a\u95ee\u9898\u53ef\u4f5c\u4e3a\u7b5b\u9009\u8d77\u70b9\uff1a<\/p>\n<p><strong>\u73b0\u6709\u5de5\u5177\u94fe\u7684\u9501\u5b9a\u7a0b\u5ea6\u5982\u4f55\uff1f<\/strong> \u82e5\u4ee3\u7801\u3001\u6784\u5efa\u3001\u53d1\u5e03\u5df2\u96c6\u4e2d\u4e8e\u5355\u4e00\u5e73\u53f0\uff08\u5982GitLab\u6216GitHub\uff09\uff0c\u4f18\u5148\u8bc4\u4f30\u8be5\u5e73\u53f0\u7684\u539f\u751f\u80fd\u529b\uff0c\u518d\u6743\u8861\u6570\u636e\u5b64\u5c9b\u98ce\u9669\u4e0e\u8fc1\u79fb\u6210\u672c\u3002\u82e5\u5de5\u5177\u94fe\u672c\u5c31\u5206\u6563\uff0c\u4e00\u4f53\u5316\u5e73\u53f0\uff08\u5982ONES\uff09\u7684\u6574\u5408\u4ef7\u503c\u66f4\u4e3a\u7a81\u51fa\u3002<\/p>\n<p><strong>\u5ea6\u91cf\u9700\u6c42\u7684\u6df1\u5ea6\u4e0e\u5e7f\u5ea6\u5982\u4f55\uff1f<\/strong> \u4ec5\u9700\u5411\u7ba1\u7406\u5c42\u6c47\u62a5\u4ea4\u4ed8\u901f\u5ea6\u7684\u56e2\u961f\uff0cGitLab Value Streams\u6216GitHub 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