{"id":27172,"date":"2026-07-14T08:08:02","date_gmt":"2026-07-14T06:08:02","guid":{"rendered":"https:\/\/weare.fi\/?p=27172"},"modified":"2026-07-14T08:23:53","modified_gmt":"2026-07-14T06:23:53","slug":"cloud-infrastructure-best-practices-for-aws-and-azure","status":"publish","type":"post","link":"https:\/\/weare.fi\/en\/cloud-infrastructure-best-practices-for-aws-and-azure\/","title":{"rendered":"Cloud Infrastructure Best Practices for AWS and Azure | A comprehensive Guide 2026"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"27172\" class=\"elementor elementor-27172\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-30a7f79f elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30a7f79f\" data-element_type=\"section\" data-e-type=\"section\" 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elementor-hidden-mobile elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"3d3265b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-chevron-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;layout&quot;:&quot;horizontal&quot;,&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-3d3265b8\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-16592\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25551\"><a href=\"https:\/\/weare.fi\/en\/splunk-enterprise-pricing\/\" class=\"elementor-sub-item menu-link\">Splunk Enterprice Pricing<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-24023\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability\/\" class=\"elementor-item menu-link\">Observability<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19823\"><a href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\">Observointi palveluna<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-21974\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-24069\"><a href=\"https:\/\/weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\">Free Observability Maturity Assessment<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25944\"><a href=\"https:\/\/weare.fi\/en\/observability-e-book-full-visibility-in-distributed-architecture\/\" class=\"elementor-sub-item menu-link\">Observability Playbook<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23594\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23595\"><a href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\">Jira Services<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2467\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\">Blogs<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19720\"><a href=\"https:\/\/weare.fi\/en\/asiakastarinat\/\" class=\"elementor-sub-item menu-link\">Asiakastarinat<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12800\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11982\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2753\"><a href=\"https:\/\/weare.fi\/en\/meista\/yritysvastuullisuus\/\" class=\"elementor-sub-item menu-link\">Yritysvastuullisuus<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-3d3265b8\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-16592\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25551\"><a href=\"https:\/\/weare.fi\/en\/splunk-enterprise-pricing\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Splunk Enterprice Pricing<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-24023\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Observability<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19823\"><a href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observointi palveluna<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-21974\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-24069\"><a href=\"https:\/\/weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Free Observability Maturity Assessment<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25944\"><a href=\"https:\/\/weare.fi\/en\/observability-e-book-full-visibility-in-distributed-architecture\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Playbook<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23594\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23595\"><a href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Jira Services<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2467\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Blogs<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19720\"><a href=\"https:\/\/weare.fi\/en\/asiakastarinat\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Asiakastarinat<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12800\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11982\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2753\"><a href=\"https:\/\/weare.fi\/en\/meista\/yritysvastuullisuus\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Yritysvastuullisuus<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cdb4865 elementor-nav-menu__align-end header elementor-nav-menu--dropdown-tablet_extra elementor-hidden-desktop elementor-nav-menu--stretch elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"1cdb4865\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-chevron-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;full_width&quot;:&quot;stretch&quot;,&quot;layout&quot;:&quot;horizontal&quot;,&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-1cdb4865\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-17209\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25724\"><a href=\"https:\/\/weare.fi\/en\/splunk-enterprise-pricing\/\" class=\"elementor-sub-item menu-link\">Splunk Enterprice Pricing<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-25727\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability\/\" class=\"elementor-item menu-link\">Observability<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25726\"><a href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\">Observability as a Service<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25725\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25728\"><a href=\"https:\/\/weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\">Free Observability Maturity Assessment<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25945\"><a href=\"https:\/\/weare.fi\/en\/observability-e-book-full-visibility-in-distributed-architecture\/\" class=\"elementor-sub-item menu-link\">Observability Playbook<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23719\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23720\"><a href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\">Jira<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2632\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\">Blogs<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19721\"><a href=\"https:\/\/weare.fi\/en\/asiakastarinat\/\" class=\"elementor-sub-item menu-link\">Asiakastarinat<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12801\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11990\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4801\"><a href=\"https:\/\/weare.fi\/en\/meista\/yritysvastuullisuus\/\" class=\"elementor-sub-item menu-link\">Yritysvastuullisuus<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13935\"><a href=\"https:\/\/weare.fi\/en\/ota-yhteytta\/\" class=\"elementor-item menu-link\">Ota yhteytt\u00e4<\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2636\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2634\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-1cdb4865\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-17209\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Splunk<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25724\"><a href=\"https:\/\/weare.fi\/en\/splunk-enterprise-pricing\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Splunk Enterprice Pricing<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-25727\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Observability<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25726\"><a href=\"https:\/\/weare.fi\/en\/splunk-konsultointipalvelut\/observability-as-a-service\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability as a Service<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25725\"><a href=\"https:\/\/weare.fi\/en\/palvelut\/weare-observability-hub\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Hub<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25728\"><a href=\"https:\/\/weare.fi\/en\/free-observability-maturity-assessment\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Free Observability Maturity Assessment<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-25945\"><a href=\"https:\/\/weare.fi\/en\/observability-e-book-full-visibility-in-distributed-architecture\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Observability Playbook<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-23719\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Atlassian<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-23720\"><a href=\"https:\/\/weare.fi\/en\/atlassian-solutions-consulting-services\/jira-consulting\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Jira<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-2632\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/uutiset\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Blogs<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19721\"><a href=\"https:\/\/weare.fi\/en\/asiakastarinat\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Asiakastarinat<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-12801\"><a aria-expanded=\"false\" href=\"https:\/\/weare.fi\/en\/meista\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Meist\u00e4<span role=\"button\" class=\"dropdown-menu-toggle ast-header-navigation-arrow\" tabindex=\"0\" aria-expanded=\"false\" aria-label=\"Menu Toggle\" aria-haspopup=\"true\"><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11990\"><a href=\"https:\/\/careers.weare.fi\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Rekrytointi<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4801\"><a href=\"https:\/\/weare.fi\/en\/meista\/yritysvastuullisuus\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Yritysvastuullisuus<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13935\"><a href=\"https:\/\/weare.fi\/en\/ota-yhteytta\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Ota yhteytt\u00e4<\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2636\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2634\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-159d77ef elementor-hidden-mobile\" data-id=\"159d77ef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-38e99ce6 elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile elementor-widget elementor-widget-button\" data-id=\"38e99ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/ota-yhteytta\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Ota yhteytt\u00e4<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-52e0c118 elementor-hidden-mobile\" data-id=\"52e0c118\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e079aea elementor-nav-menu__align-center elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-widget elementor-widget-nav-menu\" data-id=\"e079aea\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-globe\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;layout&quot;:&quot;horizontal&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-e079aea\" class=\"elementor-nav-menu\"><li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2418\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2420\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-e079aea\" class=\"elementor-nav-menu\"><li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2418\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/en_GB.png\" width=\"18\" height=\"12\" alt=\"en_GB\" title=\"English\"><span class=\"trp-ls-language-name\">EN<\/span><\/span><\/a><\/li>\n<li class=\"trp-language-switcher-container menu-item menu-item-type-post_type menu-item-object-language_switcher current-language-menu-item menu-item-2420\"><a href=\"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172#TRPLINKPROCESSED\" class=\"elementor-item elementor-item-anchor menu-link\" tabindex=\"-1\"><span data-no-translation><img decoding=\"async\" class=\"trp-flag-image\" src=\"https:\/\/weare.fi\/wp-content\/plugins\/translatepress-multilingual\/assets\/images\/flags\/fi.png\" width=\"18\" height=\"12\" alt=\"fi\" title=\"Finnish\"><span class=\"trp-ls-language-name\">FI<\/span><\/span><\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4b91cd6c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b91cd6c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-60aa8fa0\" data-id=\"60aa8fa0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-215e112 elementor-widget elementor-widget-spacer\" data-id=\"215e112\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-30b7c61a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30b7c61a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-18b1490b\" data-id=\"18b1490b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b89341c elementor-widget elementor-widget-image\" data-id=\"b89341c\" data-element_type=\"widget\" data-e-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\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/07\/Banner-Optimizing-splunk-costs-1-1024x512.png\" class=\"attachment-large size-large wp-image-27174\" alt=\"WeAre Solutions blog banner titled How to Build a Secure Scalable and Operable Cloud Foundation in 2026 with a cloud and database infrastructure illustration.\" srcset=\"https:\/\/weare.fi\/wp-content\/uploads\/2026\/07\/Banner-Optimizing-splunk-costs-1-1024x512.png 1024w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/07\/Banner-Optimizing-splunk-costs-1-300x150.png 300w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/07\/Banner-Optimizing-splunk-costs-1-768x384.png 768w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/07\/Banner-Optimizing-splunk-costs-1-1536x768.png 1536w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/07\/Banner-Optimizing-splunk-costs-1-2048x1024.png 2048w, https:\/\/weare.fi\/wp-content\/uploads\/2026\/07\/Banner-Optimizing-splunk-costs-1-18x9.png 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\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-7858caf2 elementor-share-buttons--skin-flat elementor-grid-3 elementor-share-buttons--view-icon elementor-share-buttons--shape-square elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"7858caf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5af03e2 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"5af03e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17e6e70 elementor-widget elementor-widget-heading\" data-id=\"17e6e70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">How to Build a Secure, Scalable and Operable Cloud Foundation<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c557567 elementor-align-center elementor-widget elementor-widget-post-info\" data-id=\"5c557567\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-b2a862d elementor-inline-item\" itemprop=\"author\">\n\t\t\t\t\t\t<a href=\"https:\/\/weare.fi\/en\/author\/ram-chhetri\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-author\">\n\t\t\t\t\t\t\t\t\t\tRam\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-62990f6 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/weare.fi\/en\/2026\/07\/14\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>14\/07\/2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3c758b elementor-widget elementor-widget-html\" data-id=\"f3c758b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n.custom-takeaways-box {\nbackground-color: #f4f8fa; \/* Soft, professional blue\/gray background *\/\nborder-left: 5px solid #04065b; \/* Strong blue accent border *\/\npadding: 30px;\nborder-radius: 8px;\nbox-shadow: 0 4px 10px rgba(0,0,0,0.03);\nfont-family: inherit; \/* Matches your Elementor theme fonts *\/\nmargin: 30px 0;\n}\n\n.custom-takeaways-box h3 {\nmargin-top: 0;\ncolor: #222;\nfont-size: 24px;\nmargin-bottom: 20px;\nfont-weight: 700;\n}\n\n.custom-takeaways-list {\nlist-style: none; \/* Removes default bullets *\/\npadding-left: 0;\nmargin-bottom: 0;\n}\n\n.custom-takeaways-list li {\nposition: relative;\npadding-left: 32px;\nmargin-bottom: 16px;\ncolor: black;\nline-height: 1.6;\nfont-size: 16px;\n}\n\n.custom-takeaways-list li:last-child {\nmargin-bottom: 0;\n}\n\n\/* Adds a custom checkmark to each list item *\/\n.custom-takeaways-list li::before {\ncontent: '\u2713';\nposition: absolute;\nleft: 0;\ntop: -2px;\ncolor: #04065b; \/* Matches the left border color *\/\nfont-weight: bold;\nfont-size: 18px;\n}\n<\/style>\n\n<div class=\"custom-takeaways-box\">\n<h3>Key takeaways<\/h3>\n<ul class=\"custom-takeaways-list\">\n<li>A reliable cloud foundation combines governance, security, resilience, automation, observability, cost control, and clear operational ownership.<\/li>\n<li>Cloud architecture should be selected according to workload requirements rather than forcing every application into containers, Kubernetes, serverless, or another fixed technology stack.<\/li>\n<li>A governed landing zone and infrastructure as code help organisations manage identities, networks, policies, resources, and cloud environments consistently and securely.<\/li>\n<li>High availability and disaster recovery are different concerns. Recovery must be designed around agreed RTO and RPO targets and supported by tested backups, restore procedures, and incident runbooks.<\/li>\n<li>Cloud maturity should be measured through outcomes such as service reliability, recovery time, deployment quality, security remediation, cost visibility, and developer efficiency, not by the number of tools being used.<\/li>\n<\/ul>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4606de elementor-widget elementor-widget-text-editor\" data-id=\"d4606de\" data-element_type=\"widget\" data-e-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\t\t<p>Cloud infrastructure is the combination of technology, controls and operating practices used to run workloads in the cloud. It includes accounts or subscriptions, identity and access, networking, compute, data services, security, deployment automation, observability, backup, recovery and cost management.<\/p><p>A strong cloud foundation makes these capabilities reusable and consistent. It gives application teams a safe starting point without forcing every workload into the same architecture. At WeAre, our aim is to combine proven AWS and Azure practices with automation and clear ownership, so customers can develop and operate services without rebuilding the platform for every application.<\/p><p>The right design is not the one with the longest list of cloud products. It is the one that meets the workload\u2019s business, security, availability, recovery, performance and cost requirements with the least unnecessary complexity.<\/p>\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-ea4f55b elementor-widget elementor-widget-heading\" data-id=\"ea4f55b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What should a modern cloud foundation achieve?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dca71da elementor-widget elementor-widget-html\" data-id=\"dca71da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\n.cloud-capability-table-wrapper {\n  width: 100%;\n  overflow-x: auto;\n  margin: 30px 0;\n}\n\n.cloud-capability-table {\n  width: 100%;\n  border-collapse: collapse;\n  font-family: inherit;\n  color: #1f3556;\n  font-size: 16px;\n  line-height: 1.45;\n}\n\n.cloud-capability-table th,\n.cloud-capability-table td {\n  border: 1px solid #e2e2e2;\n  padding: 12px 16px;\n  text-align: left;\n  vertical-align: middle;\n}\n\n.cloud-capability-table thead th {\n  background-color: #fff3e3;\n  color: #07164d;\n  font-weight: 700;\n}\n\n.cloud-capability-table th:first-child,\n.cloud-capability-table td:first-child {\n  width: 28%;\n}\n\n.cloud-capability-table tbody td:first-child {\n  color: #07164d;\n  font-weight: 700;\n}\n\n.cloud-capability-table tbody tr:nth-child(even) {\n  background-color: #fcfcfc;\n}\n\n@media (max-width: 767px) {\n  .cloud-capability-table {\n    min-width: 700px;\n    font-size: 15px;\n  }\n\n  .cloud-capability-table th,\n  .cloud-capability-table td {\n    padding: 10px 12px;\n  }\n}\n<\/style>\n\n<div class=\"cloud-capability-table-wrapper\">\n  <table class=\"cloud-capability-table\">\n    <thead>\n      <tr>\n        <th scope=\"col\">Capability<\/th>\n        <th scope=\"col\">Desired outcome<\/th>\n      <\/tr>\n    <\/thead>\n\n    <tbody>\n      <tr>\n        <td>Governance<\/td>\n        <td>\n          Accounts, subscriptions, regions, policies, ownership and exceptions\n          are managed consistently.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td>Security<\/td>\n        <td>\n          Identity, secrets, data, networks, software supply chains and\n          administrative access are protected by design.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td>Reliability<\/td>\n        <td>\n          Workloads tolerate expected failures and recover within agreed\n          business targets.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td>Delivery<\/td>\n        <td>\n          Infrastructure and applications can be changed safely, repeatedly\n          and with an audit trail.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td>Operability<\/td>\n        <td>\n          Teams can understand service health, detect meaningful problems and\n          respond with clear ownership.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td>Cost control<\/td>\n        <td>\n          Resources have owners, budgets and cost allocation data, and waste\n          can be identified.\n        <\/td>\n      <\/tr>\n\n      <tr>\n        <td>Developer experience<\/td>\n        <td>\n          Teams can use approved patterns without waiting for repetitive\n          manual infrastructure work.\n        <\/td>\n      <\/tr>\n    <\/tbody>\n  <\/table>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-baa28bd elementor-widget elementor-widget-text-editor\" data-id=\"baa28bd\" data-element_type=\"widget\" data-e-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\t\t<p>These outcomes align with the broader principles in the AWS and Azure Well-Architected frameworks. They should be translated into decisions and controls that fit the customer\u2019s organisation, workload and regulatory context.<\/p>\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-e161d63 elementor-widget elementor-widget-heading\" data-id=\"e161d63\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Start with workload requirements, not a fixed technology stack<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b53c68b elementor-widget elementor-widget-text-editor\" data-id=\"b53c68b\" data-element_type=\"widget\" data-e-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\t\t<p>Cloud platforms offer several valid ways to run an application. A team might choose a managed web application platform, containers, serverless functions, managed Kubernetes or virtual machines. The correct option depends on factors such as application architecture, scaling behaviour, latency, portability, data requirements, operational skills and cost.<\/p><p>Managed services are often a good default because they can reduce undifferentiated maintenance and transfer some platform responsibilities to the provider. They do not remove the customer\u2019s responsibility for secure configuration, identities, data, application code, monitoring, recovery planning and compliance.<\/p><p>The decision should therefore be explicit. For each major service, document why it was selected, what responsibilities remain with the delivery team, how it fails, how it is updated, how data is protected and how the service can be replaced or migrated if necessary.<\/p>\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-96053f0 elementor-widget elementor-widget-heading\" data-id=\"96053f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Build a governed landing zone<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f93bcf elementor-widget elementor-widget-text-editor\" data-id=\"4f93bcf\" data-element_type=\"widget\" data-e-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\t\t<p>A cloud foundation normally begins with a landing zone. This is the governed environment in which workloads are deployed. The exact structure varies, but it commonly covers:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">account, subscription and management-group structure<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">identity federation, privileged access and break-glass access<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">network topology, connectivity, DNS and ingress or egress controls<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">approved regions and data-location requirements<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">central security, audit and activity logs<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">resource naming, tagging, ownership and cost allocation<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">policy guardrails and an exception process<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">shared services and platform responsibilities<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-11-0\">backup, recovery and incident-management requirements<\/li><\/ul><p>Large organisations may need separate platform, security, connectivity and workload areas. A smaller cloud-native organisation may need a lighter structure. The goal is not to reproduce a complex reference architecture in every environment. The goal is to make essential controls repeatable and visible.<\/p><p>Infrastructure as code should be the normal mechanism for creating and changing the foundation. It improves repeatability, reviewability and recovery, but it is not a substitute for architecture, testing or operational ownership.<\/p>\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-d0c2106 elementor-widget elementor-widget-heading\" data-id=\"d0c2106\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prefer managed services when the trade-off is favourable<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b5c36d elementor-widget elementor-widget-text-editor\" data-id=\"6b5c36d\" data-element_type=\"widget\" data-e-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\t\t<p>Managed databases, queues, object storage, application platforms and identity services can reduce the amount of operating-system and middleware maintenance performed by the application team. They can also provide integrated options for scaling, backup, encryption and monitoring.<\/p><p>Managed does not mean maintenance-free or automatically highly available. Capabilities vary by service, region, pricing tier and configuration. Some updates are automatic, while others require scheduling, compatibility testing or an explicit major-version upgrade. Some services are regional, some are zonal, and some need a multi-zone option to be enabled.<\/p><p>Before adopting a managed service, assess:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">functional and performance fit<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">availability and recovery characteristics<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">customer and provider responsibilities<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">network and identity integration<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">encryption and key management<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">backup and restore behaviour<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">observability and audit data<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">update and version policy<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">portability and exit options<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-12-0\">total cost at expected and peak usage.<\/li><\/ul><p>This produces a more sustainable platform than a blanket rule that every available managed service must be used.<\/p>\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-94a76cc elementor-widget elementor-widget-heading\" data-id=\"94a76cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Design high availability around failure modes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b456aa elementor-widget elementor-widget-text-editor\" data-id=\"5b456aa\" data-element_type=\"widget\" data-e-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\t\t<p>High availability starts by identifying what can fail and what the business impact would be. Availability Zones are isolated locations within a cloud region, not simply interchangeable labels for conventional data centres. Deploying across multiple zones can protect against some infrastructure failures, but only when the selected service supports it and the workload is configured accordingly.<\/p><p>A highly available design may include:<\/p><ul><li>multiple application instances across supported Availability Zones<\/li><li>health-based traffic routing and automatic replacement of unhealthy instances<\/li><li>data services configured for appropriate redundancy and failover<\/li><li>removal of single-instance dependencies<\/li><li>capacity headroom and tested autoscaling<\/li><li>timeouts, retries with backoff, circuit breaking and graceful degradation<\/li><li>monitoring of the full dependency chain.<\/li><\/ul><p>Autoscaling also requires care. Scaling signals vary by platform and workload. CPU can be useful for some services, while request rate, latency, queue depth or a business-specific metric may be more meaningful for others. Scaling limits and downstream capacity must be tested so that one tier does not overload another.<\/p><p>High availability within one region is not the same as disaster recovery. A separate recovery design may be needed for regional disruption, data corruption, a security incident or a deployment that damages production data.<\/p>\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-91b16c5 elementor-widget elementor-widget-heading\" data-id=\"91b16c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Choose application platforms by workload<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fa8ef5 elementor-widget elementor-widget-text-editor\" data-id=\"6fa8ef5\" data-element_type=\"widget\" data-e-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\t\t<p>Containers can provide consistent packaging, process isolation and a practical unit for deployment and horizontal scaling. They are useful for many applications, but containerisation is not automatically the best option for every workload.<\/p><p>Where containers are used, application processes should be designed to be disposable and stateless where practical, while durable state is stored in an appropriate data service. Containers can still run stateful workloads, but the data lifecycle, replication and recovery design must be explicit.<\/p><p>Useful container controls include:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-13-0\">minimal, trusted and maintained base images<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-13-0\">running as a non-root user where supported<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-13-0\">read-only filesystems and dropped Linux capabilities where practical<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-13-0\">restricted network access and least-privilege workload identities<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-13-0\">image provenance, software bills of materials and vulnerability scanning<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-13-0\">defined patch and remediation targets<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-13-0\">prevention of secrets in images, source repositories and build logs.<\/li><li>Removing a few operating-system commands from an image is not a sufficient hardening strategy. Reducing the image and privilege level, controlling provenance, scanning continuously and rebuilding promptly are more meaningful controls.<\/li><\/ul><p>For suitable web applications, managed platforms such as AWS Elastic Beanstalk or Azure App Service can handle parts of deployment, capacity, load balancing, scaling and health monitoring. Serverless services can be effective for event-driven or intermittent workloads. The platform decision should remain workload-specific.<\/p>\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-63391a8 elementor-widget elementor-widget-heading\" data-id=\"63391a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Automate infrastructure safely<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-790ef4f elementor-widget elementor-widget-text-editor\" data-id=\"790ef4f\" data-element_type=\"widget\" data-e-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\t\t<p>Infrastructure as code enables the same reviewed configuration to be used across environments. It supports repeatable deployments, change history, peer review and rebuilding. HCP Terraform, previously called Terraform Cloud, is one possible platform for managing Terraform workflows and state.<\/p><p>A mature infrastructure workflow includes:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">modular and versioned code<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">peer-reviewed pull requests<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">automated formatting, validation and policy checks<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">a clear plan review before changes are applied<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">protected production approvals appropriate to risk<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">secure remote state and limited access<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">drift detection and a controlled process for emergency changes<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">tested module and provider upgrades<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-15-0\">documented ownership and support.<\/li><\/ul><p>Infrastructure code can recreate resources, but it cannot by itself restore business data, external dependencies, certificates, DNS, secrets or operational knowledge. Those elements belong in the continuity and recovery design.<\/p>\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-8a8c70c elementor-widget elementor-widget-heading\" data-id=\"8a8c70c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Use CI\/CD to make changes small, testable and reversible<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c681d3 elementor-widget elementor-widget-text-editor\" data-id=\"9c681d3\" data-element_type=\"widget\" data-e-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\t\t<p>The objective of continuous delivery is not to release every hour at any cost. It is to make changes safe enough that teams can release when the business needs them.<\/p><p>A deployment pipeline can include:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">build and dependency verification<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">unit and integration tests<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">static analysis and security checks<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">container or artifact scanning<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">infrastructure validation and policy checks<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">deployment to an isolated test or preview environment where valuable<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">smoke tests after deployment<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">change evidence and an audit trail<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">controlled promotion to production<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-16-0\">health checks and a defined recovery action.<\/li><\/ul><p>Temporary environments for pull requests can be valuable for complex user journeys and integration testing. They also create cost, data-handling and cleanup responsibilities, so they should be automated, access-controlled and removed when no longer needed.<\/p><p>Different deployment strategies suit different platforms. Rolling, immutable, blue-green or traffic-splitting deployments can reduce risk. Azure App Service deployment slots and AWS Elastic Beanstalk deployment policies are examples of platform capabilities that can support safer releases.<\/p><p>Rollback must not be oversold. Application code can often be returned to a previous version, but database migrations and external side effects may not be safely reversible. Backward-compatible schema changes, staged migrations, feature flags, tested restore procedures and forward-fix plans are often more reliable than a promise of one-click rollback.<\/p>\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-2ddbcae elementor-widget elementor-widget-heading\" data-id=\"2ddbcae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Test the system at several levels<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00e3787 elementor-widget elementor-widget-text-editor\" data-id=\"00e3787\" data-element_type=\"widget\" data-e-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\t\t<p>End-to-end browser testing is useful, but no single tool can continuously prove that every feature works. A balanced strategy combines tests according to the risk and architecture of the service.<\/p><p>This can include:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">unit tests for business logic<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">integration and contract tests for service boundaries<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">component and end-to-end tests for important user journeys<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">accessibility checks<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">performance and capacity tests<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">infrastructure and policy tests<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">security testing and dependency scanning<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">backup restoration and disaster-recovery exercises<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-17-0\">smoke tests and synthetic checks in running environments.<\/li><\/ul><p>Cypress can support end-to-end, component and accessibility testing, while other tools may cover APIs, performance, infrastructure and security. The important outcome is useful feedback and risk reduction, not the number of automated tests.<\/p>\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-d18d54f elementor-widget elementor-widget-heading\" data-id=\"d18d54f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Protect secrets and machine identities<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edd7031 elementor-widget elementor-widget-text-editor\" data-id=\"edd7031\" data-element_type=\"widget\" data-e-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\t\t<p>Secrets should not be stored in source code, container images or ordinary configuration files. A central secret-management service can control access and provide audit data. Workloads should receive only the secret they need, for the time they need it.<\/p><p>Depending on the platform and customer requirements, this can involve a cloud-native secret manager, a service such as 1Password Secrets Automation, or short-lived identities that avoid static secrets altogether.<\/p><p>Important controls include:<\/p><ul><li>least-privilege access for people, workloads and delivery pipelines<\/li><li>separate identities for separate applications and environments<\/li><li>short-lived credentials where supported<\/li><li>rotation and revocation procedures<\/li><li>audit logging and alerting for sensitive access<\/li><li>prevention of secret values in logs and error messages<\/li><li>careful treatment of infrastructure state files.<\/li><\/ul><p>Marking a Terraform value as sensitive redacts it from normal command output, but the value can still be stored in state. Ephemeral values and write-only arguments can reduce persistence when supported, but state access and backend security remain important.<\/p><p>No system can truthfully guarantee that a secret is never visible anywhere. The consuming process must receive or use the credential, and poor logging or debugging can expose it. The practical goal is to minimise where secrets exist, who can retrieve them and how long they remain valid.<\/p>\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-b6e7cbe elementor-widget elementor-widget-heading\" data-id=\"b6e7cbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Define disaster recovery through business targets<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82cfad4 elementor-widget elementor-widget-text-editor\" data-id=\"82cfad4\" data-element_type=\"widget\" data-e-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\t\t<p>Disaster recovery begins with two business decisions:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-19-0\">the recovery time objective, or RTO, which describes how quickly the service must be restored<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-19-0\">the recovery point objective, or RPO, which describes how much data loss the business can tolerate.<\/li><\/ul><p>These targets determine the architecture and cost. A workload might restore from backup, maintain a pilot-light environment, keep a warm standby, or operate actively in more than one region. Not every workload needs the same strategy.<\/p><p>A complete recovery plan covers more than database backups. It should address:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-20-0\">application and infrastructure code<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-20-0\">databases, object storage and message data<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-20-0\">identity, keys, certificates and secrets<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-20-0\">network, DNS and external integrations<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-20-0\">build artifacts and third-party dependencies<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-20-0\">monitoring and administrative access during an incident<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-20-0\">runbooks, decision authority and communication<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-20-0\">restoration, failover and failback testing.<\/li><\/ul><p>Backup retention varies by database service and configuration. Exact claims such as a universal 72-hour live restore window, 35 days at one-second intervals or one year of weekly images should not be published unless they describe a verified customer-specific policy. Cloud services offer configurable point-in-time recovery and long-term retention options, but recovery must be configured, protected and tested.<\/p><p>Object storage also needs a data-protection design. Durability does not automatically protect against accidental deletion, malicious changes, inappropriate lifecycle rules or loss of credentials. Versioning, replication, object lock, backup, lifecycle controls and cross-account or cross-region copies may be appropriate depending on the risk.<\/p><p>Want to learn more about why SLA monitoring matters for modern ITOps? Read our full blog <span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/weare.fi\/what-is-sla-monitoring-and-why-it-matters-for-modern-it-operations\/\">here<\/a><\/strong><\/span>.<\/p><p>You can also read about our SLA case study <span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/weare.fi\/sla-monitoring-in-a-regulated-industry-case-study\/\">here.<\/a><\/strong><\/span><\/p>\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-078c70e elementor-widget elementor-widget-heading\" data-id=\"078c70e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Design shared integrations as a product<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c6688c elementor-widget elementor-widget-text-editor\" data-id=\"6c6688c\" data-element_type=\"widget\" data-e-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\t\t<p>A shared integration layer can prevent every application from rebuilding the same ERP, partner or country-specific connection. It can translate data formats, centralise common controls and make application code more reusable.<\/p><p>The shared layer also becomes an important dependency. It should therefore be operated as a product with:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-21-0\">a named owner and service expectations<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-21-0\">documented and versioned APIs or event contracts<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-21-0\">authentication, authorisation and data validation<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-21-0\">idempotency, retries, timeouts and dead-letter handling<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-21-0\">capacity limits, throttling and tenant isolation where needed<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-21-0\">observability, audit logging and support procedures<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-21-0\">backward compatibility and a deprecation process<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-21-0\">availability and recovery appropriate to its impact.<\/li><\/ul><p>Serverless technology can be a good implementation choice for an integration layer, but \u201cserverless\u201d does not remove the need to manage architecture, security, observability, limits and cost.<\/p>\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-500de7f elementor-widget elementor-widget-heading\" data-id=\"500de7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Centralise logs, metrics, traces and operational context<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9561713 elementor-widget elementor-widget-text-editor\" data-id=\"9561713\" data-element_type=\"widget\" data-e-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\t\t<p>Centralised logging can make troubleshooting and investigations faster by bringing together application, platform, security and audit events. It is most useful when events include consistent timestamps, environment and service identifiers, correlation IDs and ownership information.<\/p><p>Logs should not be collected without limits. Define which sources matter, who can access them, how long they are retained, where they are stored, how integrity is protected and how sensitive data is redacted. Passwords, private keys and unnecessary token values must not be logged.<\/p><p>Business dashboards can be built from operational data when the source, definition, freshness and owner of each metric are clear. Not every application log is a reliable business event, so important KPIs often deserve an explicit event model.<\/p><p>Observability combines telemetry with service context to help teams understand system behaviour. A useful operating model includes:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-22-0\">service-level indicators and objectives for important user journeys<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-22-0\">metrics, logs, traces, events and synthetic checks where appropriate<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-22-0\">dynamic discovery plus explicit service ownership<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-22-0\">alerts tied to user or business impact<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-22-0\">documented response actions and escalation routes<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-22-0\">incident reviews and tracked improvement work.<\/li><li>Automatic anomaly detection and correlation can help responders find likely causes. They do not guarantee a correct root-cause analysis. Human investigation, system knowledge and good telemetry remain necessary.<\/li><\/ul><p>If your organisation needs help centralising and governing operational data, read about <span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/weare.fi\/en\/services\/weare-observability-hub\/log-management-and-archive\/\">centralised log management and archiving<\/a><\/strong><\/span>. For a managed observability operating model, see <span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/weare.fi\/en\/splunk-consulting-services\/observability-as-a-service\/\">Observability as a Service<\/a><\/strong><\/span>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d82b902 e-grid e-con-boxed e-con e-parent\" data-id=\"d82b902\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-269e342 e-con-full e-flex e-con e-child\" data-id=\"269e342\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-18d8bf9 e-con-full e-flex e-con e-child\" data-id=\"18d8bf9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6c9817 elementor-widget elementor-widget-heading\" data-id=\"a6c9817\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Observability Playbook<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45d7096 elementor-widget elementor-widget-text-editor\" data-id=\"45d7096\" data-element_type=\"widget\" data-e-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\t\t<p data-path-to-node=\"5\">WeAre\u2019s Observability Playbook is a practical guide for IT, DevOps, platform, and business teams that want to understand how observability helps improve visibility, reduce downtime, and connect technical performance to business outcomes. It explains how logs, metrics, and traces work together, why observability matters in modern distributed environments, how mature observability practices companies have, and how organisations can move step by step from reactive troubleshooting toward faster incident response, shared visibility, and stronger operational trust.<\/p>\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-af8d0c1 elementor-align-left elementor-tablet_extra-align-left elementor-mobile-align-left elementor-widget-tablet__width-inherit elementor-widget elementor-widget-button\" data-id=\"af8d0c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/weare.fi\/observability-e-book-full-visibility-in-distributed-architecture\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"hm hm-arrow-right1\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-345ecaa e-con-full e-flex e-con e-child\" data-id=\"345ecaa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\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\t\t<div class=\"elementor-element elementor-element-d32ce03 elementor-widget elementor-widget-heading\" data-id=\"d32ce03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Reuse components without creating hidden coupling\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5123a9c elementor-widget elementor-widget-text-editor\" data-id=\"5123a9c\" data-element_type=\"widget\" data-e-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\t\t<p>Shared application and infrastructure components can reduce duplication and improve consistency. A shared component library works best when it has clear ownership, documentation, versioning and a secure update process.<\/p><p>Teams should be able to understand which version they use, receive security updates, test upgrades and move away from a component when it no longer fits. Reuse should reduce repeated work without turning one library or platform team into a bottleneck for every application.<\/p>\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-3b54530 elementor-widget elementor-widget-heading\" data-id=\"3b54530\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Measure outcomes, not the number of tools\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6ab188 elementor-widget elementor-widget-text-editor\" data-id=\"a6ab188\" data-element_type=\"widget\" data-e-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\t\t<p>Cloud maturity is better demonstrated through results than through a list of products. Useful measures can include:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">deployment frequency and change failure rate<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">mean time to restore service<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">service-level objective performance<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">age and remediation time of critical vulnerabilities<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">backup restore success and recovery-exercise results<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">policy compliance and documented exceptions<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">percentage of resources with an owner and cost allocation tag<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">cost variance and identified waste<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">alert quality and incident recurrence<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-23-0\">developer lead time for a new environment or service.<\/li><\/ul><p>Metrics should lead to decisions. A high deployment frequency is not valuable if changes frequently fail. A large number of alerts is not evidence of strong monitoring. A successful backup job is not evidence of recoverability until restoration has been tested.<\/p>\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-6c2d055 elementor-widget elementor-widget-heading\" data-id=\"6c2d055\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cloud infrastructure implementation checklist<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09c3475 elementor-widget elementor-widget-text-editor\" data-id=\"09c3475\" data-element_type=\"widget\" data-e-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\t\t<p>Before calling a cloud foundation production-ready, confirm that:<\/p><ul><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">business owners have approved availability, RTO and RPO targets<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">accounts or subscriptions, identity, networking and policy guardrails are defined<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">every production service and shared component has an owner<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">infrastructure changes are versioned, reviewed and auditable<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">privileged access and emergency access are protected and tested<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">durable data has a documented backup and recovery design<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">multi-zone or multi-region choices match the actual failure scenarios<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">secrets and machine identities are managed with least privilege<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">artifacts and container images are traceable, scanned and patched<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">deployment and database-change recovery have been tested<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">logs, metrics, traces and alerts support important user journeys<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">sensitive telemetry is minimised, protected and retained intentionally<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">costs, tags, budgets and capacity are reviewed<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">incident, recovery and supplier-dependency runbooks are current<\/li><li class=\"artifact-docx-preview_listbullet artifact-docx-preview-num-24-0\">architecture and controls are reviewed as the workload evolves.<\/li><\/ul>\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-efc0518 elementor-widget elementor-widget-spacer\" data-id=\"efc0518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5e7200 elementor-share-buttons--skin-flat elementor-share-buttons--color-custom elementor-share-buttons--view-icon-text elementor-share-buttons--shape-square elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"d5e7200\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tFacebook\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tTwitter\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-share-btn__text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__title\">\n\t\t\t\t\t\t\t\t\t\tLinkedIn\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c4d486 elementor-widget elementor-widget-spacer\" data-id=\"2c4d486\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6cc0d761 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6cc0d761\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4f28b13d\" data-id=\"4f28b13d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-885b1d1 elementor-widget elementor-widget-spacer\" data-id=\"885b1d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6334508 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6334508\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24b81a6\" data-id=\"24b81a6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>A reliable cloud environment needs more than compute and storage. This guide explains how governance, managed services, infrastructure as code, secure delivery, resilience, recovery and observability work together in a modern cloud foundation.<\/p>","protected":false},"author":14,"featured_media":27174,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"site-sidebar-layout":"right-sidebar","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[77,28],"tags":[],"blog":[119,144],"customer-cases":[],"class_list":["post-27172","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs","category-aws","blog-cloud","blog-observability"],"_links":{"self":[{"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/comments?post=27172"}],"version-history":[{"count":19,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172\/revisions"}],"predecessor-version":[{"id":27213,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/posts\/27172\/revisions\/27213"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/media\/27174"}],"wp:attachment":[{"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/media?parent=27172"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/categories?post=27172"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/tags?post=27172"},{"taxonomy":"blog","embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/blog?post=27172"},{"taxonomy":"customer-cases","embeddable":true,"href":"https:\/\/weare.fi\/en\/wp-json\/wp\/v2\/customer-cases?post=27172"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}