{"id":183000,"date":"2024-03-13T10:22:00","date_gmt":"2024-03-13T09:22:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=183000"},"modified":"2024-03-12T22:40:04","modified_gmt":"2024-03-12T21:40:04","slug":"dora-and-mttx-what-are-they-why-is-it-important-in-devops","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/dora-and-mttx-what-are-they-why-is-it-important-in-devops","title":{"rendered":"Dora and MTTx: What are they? Why is it important in DevOps?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"183000\" class=\"elementor elementor-183000\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fb10121 e-flex e-con-boxed e-con\" data-id=\"fb10121\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-088610b elementor-widget elementor-widget-heading\" data-id=\"088610b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Sales development, customer satisfaction, research and development, software development... Performance indicators are essential for all core businesses to track progress. But for each profession, the measurement tools vary. In the DevOps world, the main metrics can be grouped under two main headings: Dora and MTTx. <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f0c1fb e-flex e-con-boxed e-con\" data-id=\"7f0c1fb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-afc64ab elementor-widget elementor-widget-heading\" data-id=\"afc64ab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What are the DORA indicators?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33270f0 elementor-widget elementor-widget-text-editor\" data-id=\"33270f0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>DORA (DevOps Research and Assessment)<\/strong> is a research team that has identified 4 performance indicators for software development teams.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f62742d elementor-widget elementor-widget-heading\" data-id=\"f62742d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Deployment frequency<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ac447f elementor-widget elementor-widget-text-editor\" data-id=\"3ac447f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>This is the number of versions released in production over a given period. Since <a href=\"https:\/\/datascientest.com\/en\/devops-principle-benefits-training\">DevOps<\/a> uses <a href=\"https:\/\/datascientest.com\/en\/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool\">CI\/CD for continuous integration and deployment<\/a>, this performance indicator is generally quite high. And yes, <a href=\"https:\/\/datascientest.com\/en\/terraform-and-azure-devops-pipelines-a-comprehensive-guide-for-infrastructure-as-code\">DevOps<\/a> often release several new versions per hour. This enables problems to be detected quickly, and corrected immediately.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c77df6 elementor-widget elementor-widget-heading\" data-id=\"7c77df6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Delivery time<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-064c628 elementor-widget elementor-widget-text-editor\" data-id=\"064c628\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>As a corollary to the previous point, this <strong>DORA indicator corresponds<\/strong> to the period between a code modification and its release into production. But beware, delivery time does not always follow deployment frequency.<\/p><p>Indeed, code is often deployed in different branches, with sub-branches for feature additions, bug fixes&#8230; and a main branch corresponding to production release.<\/p><p>As a result,<strong> certain modifications may remain pending in sub-branches<\/strong> without being put into production. In other words, without being presented to users. This latency is measured by the delivery time.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a0ad6e elementor-widget elementor-widget-image\" data-id=\"0a0ad6e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/Dora-MTTx2.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e80e37c elementor-widget elementor-widget-heading\" data-id=\"e80e37c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Modification failure rate<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4bcd815 elementor-widget elementor-widget-text-editor\" data-id=\"4bcd815\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The<strong> aim is to measure the percentage of deployments that fail to go live.<\/strong> Measuring these failures is essential, as they affect both end-users and development teams.<\/p><p>For the latter, each failure may involve a cancellation of the deployment, a correction, a modification, and so on. So much time spent solving a problem rather than developing new features.<\/p><p>It is therefore essential to<strong> reduce this failure rate, but not to bring it to zero, at the risk of being over-cautious.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677a598 elementor-widget elementor-widget-heading\" data-id=\"677a598\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Service restoration time<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32714c3 elementor-widget elementor-widget-text-editor\" data-id=\"32714c3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The aim of this<strong> Dora indicator<\/strong> is to measure the time needed to recover from a <strong>production failure.<\/strong> In other words, until end-users are no longer affected by the bug.<\/p><p>Monitoring this metric is all the more important as it directly affects customer satisfaction, and therefore the commercial success of the software or application.<\/p><p>For <strong>DevOps teams,<\/strong> the challenge is to minimize this service restoration time, thanks to a robust infrastructure that remains functional, despite bugs during development.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9589258 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"9589258\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/course-devops\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">How to use DORA indicators<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4d64358 e-flex e-con-boxed e-con\" data-id=\"4d64358\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e0a2988 elementor-widget elementor-widget-heading\" data-id=\"e0a2988\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What are MTTx metrics?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6832d30 elementor-widget elementor-widget-text-editor\" data-id=\"6832d30\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Alongside the <strong>DORA indicators, there are MTTx metrics that focus on operations.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ca42b2 elementor-widget elementor-widget-heading\" data-id=\"1ca42b2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">MTTD<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a1223f elementor-widget elementor-widget-text-editor\" data-id=\"8a1223f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>This <strong>MTTx performance<\/strong> indicator focuses on problem detection. How long does it take before DevOps teams detect a bug or error?<\/p><p>Ideally, the<strong> MTTD<\/strong> should be as short as possible, to enable developers to correct the bug quickly, and above all, to avoid the accumulation of problems.<\/p><p>To achieve this, it&#8217;s essential to set up an effective alert system, but also to launch deployments regularly.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52c9298 elementor-widget elementor-widget-heading\" data-id=\"52c9298\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">MTTA<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62ee0e6 elementor-widget elementor-widget-text-editor\" data-id=\"62ee0e6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Mean time to action is the time taken between the detection of an anomaly and the action taken to correct it. This MTTx indicator primarily measures the responsiveness of <a href=\"https:\/\/datascientest.com\/en\/become-a-devops-engineer-tasks-and-skills\">DevOps engineers<\/a> in resolving a problem.<\/p><p>Here again, the shorter the<strong> MTTA<\/strong>, the more efficient the teams, and the greater the end-user&#8217;s satisfaction.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3028e51 elementor-widget elementor-widget-image\" data-id=\"3028e51\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/Dora-MTTx1.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-820ec9a elementor-widget elementor-widget-heading\" data-id=\"820ec9a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">MTTC<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a48b342 elementor-widget elementor-widget-text-editor\" data-id=\"a48b342\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The letter C stands for clue. In this case, it&#8217;s a question of evaluating the time needed between detection of the problem and identification of its cause. If this <strong>MTTx indicator<\/strong> is too high, it means that the software is too complex.<\/p><p>Teams have too many things to manage. They lack the visibility to effectively understand the entire development environment. This makes solving the problem much <strong>more time-consuming.<\/strong><\/p><p>In this case, it&#8217;s vital to simplify the process as much as possible and automate certain tasks to free up engineers.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f96b7bb elementor-widget elementor-widget-heading\" data-id=\"f96b7bb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">MTTR<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac16cde elementor-widget elementor-widget-text-editor\" data-id=\"ac16cde\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>MTTR stands for Mean Time To resolution. In other words, the MTTx KPI refers to the DORA indicator for recovery time.<\/p><p>This latter indicator is totally dependent on the two preceding ones. If the time to act and\/or identify the cause is too long, teams will spend much longer resolving the problem.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-232b4ee elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"232b4ee\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-devops\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Savoir utiliser les indicateurs MTTx<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-584d2e8 e-flex e-con-boxed e-con\" data-id=\"584d2e8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ddcb952 elementor-widget elementor-widget-heading\" data-id=\"ddcb952\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How do I use Dora and MTTx metrics?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dc3afa elementor-widget elementor-widget-text-editor\" data-id=\"1dc3afa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To<strong> measure Dora and MTTx indicators<\/strong>, you first need effective observability and monitoring tools. But above all, the aim is to optimize the performance of DevOps teams.<\/p><p>To achieve this, a number of measures need to be put in place, such as automation, definition of common objectives,<a href=\"https:\/\/datascientest.com\/en\/all-about-ci-cd\"> continuous deployment and testing.<\/a><\/p><p>To find out which best practices to implement right from the start, it&#8217;s best to get trained. With DataScientest, you&#8217;ll develop a theoretical and practical understanding of the best development methods. Find out more about our program.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-058cf98 elementor-widget elementor-widget-html\" data-id=\"058cf98\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"What are Dora and MTTx?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Business development, customer satisfaction, research and development, software development, .... Performance indicators are essential for all core businesses, enabling them to track progress. 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But the main objective is to optimize the performance of DevOps teams. To achieve this, a number of measures need to be put in place, such as automation, definition of common objectives, continuous deployment and testing. To find out which best practices to implement from the outset, it's best to get trained.\"\n    }\n  }]\n}\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Sales development, customer satisfaction, research and development, software development&#8230; Performance indicators are essential for all core businesses to track progress. But for each profession, the measurement tools vary. In the DevOps world, the main metrics can be grouped under two main headings: Dora and MTTx. What are the DORA indicators? DORA (DevOps Research and Assessment) [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":183002,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2425],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Dora and MTTx: What are they? 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Performance indicators are essential for all core businesses\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/en\/dora-and-mttx-what-are-they-why-is-it-important-in-devops\" \/>\n<meta property=\"og:site_name\" content=\"Data Science Courses | DataScientest\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataScientestEN\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-13T09:22:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-12T21:40:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/en\/files\/2024\/03\/Dora-MTTx-768x384-2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"768\" \/>\n\t<meta property=\"og:image:height\" content=\"384\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Melanie\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DataScientest__\" \/>\n<meta name=\"twitter:site\" content=\"@DataScientest__\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Melanie\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/datascientest.com\/en\/dora-and-mttx-what-are-they-why-is-it-important-in-devops#article\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/en\/dora-and-mttx-what-are-they-why-is-it-important-in-devops\"},\"author\":{\"name\":\"Melanie\",\"@id\":\"https:\/\/datascientest.com\/en\/#\/schema\/person\/19d5f7ade9407eb69af3bf6d1ae1731d\"},\"headline\":\"Dora and MTTx: What are they? 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