diff --git a/app/assets/javascripts/admin/statistics_panel/components/app.vue b/app/assets/javascripts/admin/statistics_panel/components/app.vue
index 5e7b7e959e0..47ec4af373c 100644
--- a/app/assets/javascripts/admin/statistics_panel/components/app.vue
+++ b/app/assets/javascripts/admin/statistics_panel/components/app.vue
@@ -39,7 +39,7 @@ export default {
           class="js-stats"
         >
           {{ statistic.label }}
-          <span class="light float-right">{{ statistic.value }}</span>
+          <span class="light gl-float-right">{{ statistic.value }}</span>
         </p>
       </template>
     </slot>
diff --git a/app/assets/javascripts/custom_metrics/components/custom_metrics_form.vue b/app/assets/javascripts/custom_metrics/components/custom_metrics_form.vue
index 78d0a9da79a..f8cd47dad7b 100644
--- a/app/assets/javascripts/custom_metrics/components/custom_metrics_form.vue
+++ b/app/assets/javascripts/custom_metrics/components/custom_metrics_form.vue
@@ -79,7 +79,7 @@ export default {
         <gl-button variant="confirm" category="primary" :disabled="!formIsValid" @click="submit">
           {{ saveButtonText }}
         </gl-button>
-        <gl-button class="float-right" :href="editIntegrationPath">{{ __('Cancel') }}</gl-button>
+        <gl-button class="gl-float-right" :href="editIntegrationPath">{{ __('Cancel') }}</gl-button>
         <delete-custom-metric-modal
           v-if="metricPersisted"
           :delete-metric-url="customMetricsPath"
diff --git a/app/assets/javascripts/custom_metrics/components/delete_custom_metric_modal.vue b/app/assets/javascripts/custom_metrics/components/delete_custom_metric_modal.vue
index 7c4117d7e8b..0f0cfce86a6 100644
--- a/app/assets/javascripts/custom_metrics/components/delete_custom_metric_modal.vue
+++ b/app/assets/javascripts/custom_metrics/components/delete_custom_metric_modal.vue
@@ -32,7 +32,7 @@ export default {
 };
 </script>
 <template>
-  <div class="d-inline-block float-right mr-3">
+  <div class="d-inline-block gl-float-right mr-3">
     <gl-button v-gl-modal="$options.modalId" variant="danger" category="primary">
       {{ __('Delete') }}
     </gl-button>
diff --git a/app/assets/javascripts/environments/components/environment_actions.vue b/app/assets/javascripts/environments/components/environment_actions.vue
index 926c556966c..786dc74ec06 100644
--- a/app/assets/javascripts/environments/components/environment_actions.vue
+++ b/app/assets/javascripts/environments/components/environment_actions.vue
@@ -106,7 +106,7 @@ export default {
     >
       <template #list-item>
         <span class="gl-flex-grow-1">{{ item.text }}</span>
-        <span v-if="item.scheduledAt" class="gl-text-gray-500 float-right">
+        <span v-if="item.scheduledAt" class="gl-text-gray-500 gl-float-right">
           <gl-icon name="clock" />
           {{ remainingTime(item) }}
         </span>
diff --git a/app/assets/javascripts/ide/components/commit_sidebar/form.vue b/app/assets/javascripts/ide/components/commit_sidebar/form.vue
index 708b5d84e5b..b469317bb96 100644
--- a/app/assets/javascripts/ide/components/commit_sidebar/form.vue
+++ b/app/assets/javascripts/ide/components/commit_sidebar/form.vue
@@ -195,7 +195,7 @@ export default {
           </div>
           <gl-button
             v-if="!discardDraftButtonDisabled"
-            class="float-right"
+            class="gl-float-right"
             data-testid="discard-draft"
             @click="discardDraft"
           >
@@ -204,7 +204,7 @@ export default {
           <gl-button
             v-else
             type="button"
-            class="float-right"
+            class="gl-float-right"
             category="secondary"
             variant="default"
             @click="toggleIsCompact"
diff --git a/app/assets/javascripts/ide/components/file_row_extra.vue b/app/assets/javascripts/ide/components/file_row_extra.vue
index d2d53ece4c5..a998a110bbc 100644
--- a/app/assets/javascripts/ide/components/file_row_extra.vue
+++ b/app/assets/javascripts/ide/components/file_row_extra.vue
@@ -65,7 +65,7 @@ export default {
 </script>
 
 <template>
-  <div class="float-right ide-file-icon-holder">
+  <div class="gl-float-right ide-file-icon-holder">
     <mr-file-icon v-if="file.mrChange" />
     <span v-if="showTreeChangesCount" class="ide-tree-changes">
       {{ changesCount }}
diff --git a/app/assets/javascripts/sidebar/components/assignees/assignee_title.vue b/app/assets/javascripts/sidebar/components/assignees/assignee_title.vue
index 745122afb4a..1cc64d376f5 100644
--- a/app/assets/javascripts/sidebar/components/assignees/assignee_title.vue
+++ b/app/assets/javascripts/sidebar/components/assignees/assignee_title.vue
@@ -44,7 +44,7 @@ export default {
     <gl-loading-icon v-if="loading" size="sm" inline class="align-bottom" />
     <a
       v-if="editable"
-      class="js-sidebar-dropdown-toggle edit-link btn gl-text-gray-900! gl-ml-auto hide-collapsed btn-default btn-sm gl-button btn-default-tertiary float-right"
+      class="js-sidebar-dropdown-toggle edit-link btn gl-text-gray-900! gl-ml-auto hide-collapsed btn-default btn-sm gl-button btn-default-tertiary gl-float-right"
       href="#"
       data-test-id="edit-link"
       data-track-action="click_edit_button"
diff --git a/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_button.vue b/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_button.vue
index 33299ab56e0..f6a55c055ba 100644
--- a/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_button.vue
+++ b/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_button.vue
@@ -41,6 +41,6 @@ export default {
     <span class="dropdown-toggle-text gl-pointer-events-none flex-fill">
       {{ dropdownButtonText }}
     </span>
-    <gl-icon name="chevron-down" class="gl-pointer-events-none float-right" />
+    <gl-icon name="chevron-down" class="gl-pointer-events-none gl-float-right" />
   </gl-button>
 </template>
diff --git a/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_contents_create_view.vue b/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_contents_create_view.vue
index 8a8b2c9b447..0946eac4055 100644
--- a/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_contents_create_view.vue
+++ b/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_contents_create_view.vue
@@ -121,7 +121,10 @@ export default {
         <gl-loading-icon v-show="labelCreateInProgress" size="sm" :inline="true" class="mr-1" />
         {{ __('Create') }}
       </gl-button>
-      <gl-button class="float-right js-btn-cancel-create" @click="toggleDropdownContentsCreateView">
+      <gl-button
+        class="gl-float-right js-btn-cancel-create"
+        @click="toggleDropdownContentsCreateView"
+      >
         {{ __('Cancel') }}
       </gl-button>
     </div>
diff --git a/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_title.vue b/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_title.vue
index 478d261d06c..8d2203b4f3c 100644
--- a/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_title.vue
+++ b/app/assets/javascripts/sidebar/components/labels/labels_select_vue/dropdown_title.vue
@@ -36,7 +36,7 @@ export default {
       <gl-button
         category="tertiary"
         size="small"
-        class="float-right js-sidebar-dropdown-toggle gl-mr-n2"
+        class="gl-float-right js-sidebar-dropdown-toggle gl-mr-n2"
         @click="toggleDropdownContents"
       >
         {{ __('Edit') }}
diff --git a/app/assets/javascripts/sidebar/components/reviewers/reviewer_title.vue b/app/assets/javascripts/sidebar/components/reviewers/reviewer_title.vue
index 92461183711..ee767446fb5 100644
--- a/app/assets/javascripts/sidebar/components/reviewers/reviewer_title.vue
+++ b/app/assets/javascripts/sidebar/components/reviewers/reviewer_title.vue
@@ -38,7 +38,7 @@ export default {
     <gl-loading-icon v-if="loading" size="sm" inline class="align-bottom" />
     <a
       v-if="editable"
-      class="js-sidebar-dropdown-toggle edit-link btn gl-text-gray-900! gl-ml-auto hide-collapsed btn-default btn-sm gl-button btn-default-tertiary float-right"
+      class="js-sidebar-dropdown-toggle edit-link btn gl-text-gray-900! gl-ml-auto hide-collapsed btn-default btn-sm gl-button btn-default-tertiary gl-float-right"
       href="#"
       data-track-action="click_edit_button"
       data-track-label="right_sidebar"
diff --git a/app/assets/javascripts/sidebar/components/reviewers/uncollapsed_reviewer_list.vue b/app/assets/javascripts/sidebar/components/reviewers/uncollapsed_reviewer_list.vue
index 3d0e7db6a68..9cce54127c9 100644
--- a/app/assets/javascripts/sidebar/components/reviewers/uncollapsed_reviewer_list.vue
+++ b/app/assets/javascripts/sidebar/components/reviewers/uncollapsed_reviewer_list.vue
@@ -183,7 +183,7 @@ export default {
         :title="$options.i18n.reRequestReview"
         :aria-label="$options.i18n.reRequestReview"
         :loading="loadingStates[user.id] === $options.LOADING_STATE"
-        class="float-right gl-text-gray-500! gl-mr-2"
+        class="gl-float-right gl-text-gray-500! gl-mr-2"
         size="small"
         icon="redo"
         variant="link"
@@ -195,7 +195,7 @@ export default {
           v-gl-tooltip.top.viewport
           :title="reviewStateIcon(user).title"
           :class="reviewStateIcon(user).class"
-          class="float-right gl-my-2 gl-ml-auto gl-flex-shrink-0"
+          class="gl-float-right gl-my-2 gl-ml-auto gl-flex-shrink-0"
         >
           <gl-icon
             :size="reviewStateIcon(user).size || 16"
@@ -212,7 +212,7 @@ export default {
           :size="16"
           :title="approvedByTooltipTitle(user)"
           name="status-success"
-          class="float-right gl-my-2 gl-ml-auto gl-text-green-500 gl-flex-shrink-0"
+          class="gl-float-right gl-my-2 gl-ml-auto gl-text-green-500 gl-flex-shrink-0"
           :class="approveAnimation(user.id)"
           data-testid="approved"
         />
@@ -222,7 +222,7 @@ export default {
           :size="16"
           :title="reviewedButNotApprovedTooltip(user)"
           name="dotted-circle"
-          class="float-right gl-my-2 gl-ml-auto gl-text-gray-400 gl-flex-shrink-0"
+          class="gl-float-right gl-my-2 gl-ml-auto gl-text-gray-400 gl-flex-shrink-0"
           data-testid="reviewed-not-approved"
         />
       </template>
diff --git a/app/assets/javascripts/sidebar/components/todo_toggle/todo.vue b/app/assets/javascripts/sidebar/components/todo_toggle/todo.vue
index 2c8c23c1152..2439b18dae3 100644
--- a/app/assets/javascripts/sidebar/components/todo_toggle/todo.vue
+++ b/app/assets/javascripts/sidebar/components/todo_toggle/todo.vue
@@ -43,7 +43,7 @@ export default {
     buttonClasses() {
       return this.collapsed
         ? 'btn-blank btn-todo sidebar-collapsed-icon js-dont-change-state'
-        : 'gl-button btn btn-default btn-todo issuable-header-btn float-right';
+        : 'gl-button btn btn-default btn-todo issuable-header-btn gl-float-right';
     },
     buttonLabel() {
       return this.isTodo ? MARK_TEXT : TODO_TEXT;
diff --git a/app/assets/stylesheets/pages/note_form.scss b/app/assets/stylesheets/pages/note_form.scss
index 5343b009f6d..b911a2b3806 100644
--- a/app/assets/stylesheets/pages/note_form.scss
+++ b/app/assets/stylesheets/pages/note_form.scss
@@ -111,7 +111,7 @@
   flex-flow: row wrap;
   width: 100%;
 
-  .float-right {
+  .gl-float-right {
     // Flexbox quirk to make sure right-aligned items stay right-aligned.
     margin-left: auto;
   }
diff --git a/app/helpers/dashboard_helper.rb b/app/helpers/dashboard_helper.rb
index 89f6d61ef44..ad4c51ee548 100644
--- a/app/helpers/dashboard_helper.rb
+++ b/app/helpers/dashboard_helper.rb
@@ -15,7 +15,7 @@ module DashboardHelper
     tag.p(aria: { label: label }) do
       concat(link_or_title)
 
-      concat(tag.span(class: %w[light float-right]) do
+      concat(tag.span(class: %w[light gl-float-right]) do
         boolean_to_icon(enabled)
       end)
 
diff --git a/app/views/admin/application_settings/appearances/_form.html.haml b/app/views/admin/application_settings/appearances/_form.html.haml
index e8bf25b8da6..43bb5fc3e27 100644
--- a/app/views/admin/application_settings/appearances/_form.html.haml
+++ b/app/views/admin/application_settings/appearances/_form.html.haml
@@ -141,7 +141,7 @@
         = link_to _('New project page'), new_project_path, class: 'btn', target: '_blank', rel: 'noopener noreferrer'
 
       - if @appearance.updated_at
-        %span.float-right
+        %span.gl-float-right
           Last edit #{time_ago_with_tooltip(@appearance.updated_at)}
 
   .settings-sticky-footer
diff --git a/app/views/admin/dashboard/index.html.haml b/app/views/admin/dashboard/index.html.haml
index 4834f41b8d6..239023b009d 100644
--- a/app/views/admin/dashboard/index.html.haml
+++ b/app/views/admin/dashboard/index.html.haml
@@ -122,29 +122,29 @@
           %h4.gl-heading-4
             = s_('AdminArea|Components')
             - if show_version_check?
-              .float-right
+              .gl-float-right
                 .js-gitlab-version-check-badge{ data: { "size": "lg", "actionable": "true", "version": gitlab_version_check.to_json } }
                 = link_to(sprite_icon('question-o'), "https://gitlab.com/gitlab-org/gitlab/-/blob/master/CHANGELOG.md", class: 'gl-ml-2', target: '_blank', rel: 'noopener noreferrer')
           %p
             = link_to _('GitLab'), general_admin_application_settings_path
-            %span.float-right
+            %span.gl-float-right
               = link_to_version
           %p
             = _('GitLab Shell')
-            %span.float-right
+            %span.gl-float-right
               = Gitlab::Shell.version
           %p
             = _('GitLab Workhorse')
-            %span.float-right
+            %span.gl-float-right
               = gitlab_workhorse_version
           %p
             = _('GitLab API')
-            %span.float-right
+            %span.gl-float-right
               = API::API::version
           - if Gitlab.config.pages.enabled
             %p
               = _('GitLab Pages')
-              %span.float-right
+              %span.gl-float-right
                 = Gitlab::Pages::VERSION
           - if Gitlab::Kas.enabled?
             %p
@@ -156,20 +156,20 @@
 
           %p
             = _('Ruby')
-            %span.float-right
+            %span.gl-float-right
               #{RUBY_VERSION}p#{RUBY_PATCHLEVEL}
           %p
             = _('Rails')
-            %span.float-right
+            %span.gl-float-right
               #{Rails::VERSION::STRING}
           - database_versions.each do |database_name, database|
             %p
               #{database[:adapter_name]} (#{database_name})
-              %span.float-right
+              %span.gl-float-right
                 = database[:version]
           %p
             = _('Redis')
-            %span.float-right
+            %span.gl-float-right
               = @redis_versions&.join(", ")
           %p
             = link_to _("Gitaly Servers"), admin_gitaly_servers_path
diff --git a/app/views/admin/groups/show.html.haml b/app/views/admin/groups/show.html.haml
index f7a49c88d78..74549b8b688 100644
--- a/app/views/admin/groups/show.html.haml
+++ b/app/views/admin/groups/show.html.haml
@@ -79,7 +79,7 @@
               %strong
                 = link_to project.full_name, [:admin, project]
                 = gl_badge_tag storage_counter(project.statistics.storage_size)
-              %span.float-right.light
+              %span.gl-float-right.light
                 %span.monospace= project.full_path + '.git'
         - unless @projects.size < Kaminari.config.default_per_page
           - c.with_footer do
@@ -98,7 +98,7 @@
                 %strong
                   = link_to project.full_name, [:admin, project]
                   = gl_badge_tag storage_counter(project.statistics.storage_size)
-                %span.float-right.light
+                %span.gl-float-right.light
                   %span.monospace= project.full_path + '.git'
 
   .col-md-6
diff --git a/app/views/admin/runners/edit.html.haml b/app/views/admin/runners/edit.html.haml
index 6ce094bacf1..85b82969fe3 100644
--- a/app/views/admin/runners/edit.html.haml
+++ b/app/views/admin/runners/edit.html.haml
@@ -48,7 +48,7 @@
         %td
           = project.full_name
         %td
-          .float-right
+          .gl-float-right
             = gitlab_ui_form_for project.runner_projects.new, url: admin_namespace_project_runner_projects_path(project.namespace, project), method: :post do |f|
               = f.hidden_field :runner_id, value: @runner.id
               = render Pajamas::ButtonComponent.new(size: :small, type: :submit) do
diff --git a/app/views/admin/users/projects.html.haml b/app/views/admin/users/projects.html.haml
index bbf1e3b0b2f..c5ff11fb126 100644
--- a/app/views/admin/users/projects.html.haml
+++ b/app/views/admin/users/projects.html.haml
@@ -16,7 +16,7 @@
             %strong= link_to group.name, admin_group_path(group)
             &ndash; access to
             #{pluralize(group.projects.count, 'project')}
-            .float-right
+            .gl-float-right
               %span.light.vertical-align-middle= group_member.human_access
               - unless group_member.owner?
                 = link_button_to nil, group_group_member_path(group, group_member), data: { confirm: remove_member_message(group_member), confirm_btn_variant: 'danger', testid: 'remove-user' }, aria: { label: _('Remove') }, method: :delete, remote: true, class: 'gl-ml-3', title: _('Remove user from group'), variant: :danger, size: :small, icon: 'remove'
@@ -43,7 +43,7 @@
                   = project.full_name
 
               - if member
-                .float-right
+                .gl-float-right
                   - if member.owner?
                     %span.light= _('Owner')
                   - else
diff --git a/app/views/admin/users/show.html.haml b/app/views/admin/users/show.html.haml
index 8eb946d533d..682ae4403be 100644
--- a/app/views/admin/users/show.html.haml
+++ b/app/views/admin/users/show.html.haml
@@ -42,7 +42,7 @@
               %span.light= _('Secondary email:')
               %strong
                 = render partial: 'shared/email_with_badge', locals: { email: email.email, verified: email.confirmed? }
-              = link_button_to nil, remove_email_admin_user_path(@user, email), data: { confirm: _("Are you sure you want to remove %{email}?") % { email: email.email }, 'confirm-btn-variant': 'danger' }, method: :delete, class: 'float-right', title: _('Remove secondary email'), id: "remove_email_#{email.id}", variant: :danger, size: :small, icon: 'close'
+              = link_button_to nil, remove_email_admin_user_path(@user, email), data: { confirm: _("Are you sure you want to remove %{email}?") % { email: email.email }, 'confirm-btn-variant': 'danger' }, method: :delete, class: 'gl-float-right', title: _('Remove secondary email'), id: "remove_email_#{email.id}", variant: :danger, size: :small, icon: 'close'
           %li
             %span.light ID:
             %strong{ data: { testid: 'user-id-content' } }
@@ -57,7 +57,7 @@
             %strong{ class: @user.two_factor_enabled? ? 'cgreen' : 'cred' }
               - if @user.two_factor_enabled?
                 = _('Enabled')
-                = link_button_to _('Disable'), disable_two_factor_admin_user_path(@user), aria: { label: _('Disable') }, data: { confirm: _('Are you sure?'), 'confirm-btn-variant': 'danger' }, method: :patch, class: 'float-right', title: _('Disable Two-factor Authentication'), variant: :danger, size: :small
+                = link_button_to _('Disable'), disable_two_factor_admin_user_path(@user), aria: { label: _('Disable') }, data: { confirm: _('Are you sure?'), 'confirm-btn-variant': 'danger' }, method: :patch, class: 'gl-float-right', title: _('Disable Two-factor Authentication'), variant: :danger, size: :small
               - else
                 = _('Disabled')
 
diff --git a/app/views/profiles/chat_names/_chat_name.html.haml b/app/views/profiles/chat_names/_chat_name.html.haml
index 0ac8ede3c62..350ea35ab0b 100644
--- a/app/views/profiles/chat_names/_chat_name.html.haml
+++ b/app/views/profiles/chat_names/_chat_name.html.haml
@@ -10,4 +10,4 @@
       = _('Never')
 
   %td
-    = link_button_to _('Remove'), profile_chat_name_path(chat_name), method: :delete, class: 'float-right', aria: { label: _('Remove') }, data: { confirm: _('Are you sure you want to remove this nickname?'), confirm_btn_variant: 'danger' }, variant: :danger
+    = link_button_to _('Remove'), profile_chat_name_path(chat_name), method: :delete, class: 'gl-float-right', aria: { label: _('Remove') }, data: { confirm: _('Are you sure you want to remove this nickname?'), confirm_btn_variant: 'danger' }, variant: :danger
diff --git a/app/views/profiles/two_factor_auths/show.html.haml b/app/views/profiles/two_factor_auths/show.html.haml
index 408daef6034..2d35ba988c6 100644
--- a/app/views/profiles/two_factor_auths/show.html.haml
+++ b/app/views/profiles/two_factor_auths/show.html.haml
@@ -105,7 +105,7 @@
                     = render Pajamas::ButtonComponent.new(variant: :danger,
                       href: registration[:delete_path],
                       method: :delete,
-                      button_options: { class: 'float-right', data: { confirm: _('Are you sure you want to delete this device? This action cannot be undone.'), confirm_btn_variant: "danger" }, aria: { label: _('Delete') }}) do
+                      button_options: { class: 'gl-float-right', data: { confirm: _('Are you sure you want to delete this device? This action cannot be undone.'), confirm_btn_variant: "danger" }, aria: { label: _('Delete') }}) do
                       = _('Delete')
 
       - else
diff --git a/app/views/projects/commits/_inline_commit.html.haml b/app/views/projects/commits/_inline_commit.html.haml
index 56bebeca581..d4c430b7f57 100644
--- a/app/views/projects/commits/_inline_commit.html.haml
+++ b/app/views/projects/commits/_inline_commit.html.haml
@@ -4,5 +4,5 @@
     &nbsp;
     %span.str-truncated
       = link_to_markdown_field(commit, :title, project_commit_path(project, commit.id), class: "commit-row-message cgray")
-    .float-right
+    .gl-float-right
       #{time_ago_with_tooltip(commit.committed_date)}
diff --git a/app/views/projects/hook_logs/show.html.haml b/app/views/projects/hook_logs/show.html.haml
index f8025f7c462..ce547be6eb2 100644
--- a/app/views/projects/hook_logs/show.html.haml
+++ b/app/views/projects/hook_logs/show.html.haml
@@ -7,9 +7,9 @@
 %hr
 
 - if @hook_log.oversize?
-  = render Pajamas::ButtonComponent.new(button_options: { class: "float-right gl-ml-3 has-tooltip", disabled: true, title: _("Request data is too large") }) do
+  = render Pajamas::ButtonComponent.new(button_options: { class: "gl-float-right gl-ml-3 has-tooltip", disabled: true, title: _("Request data is too large") }) do
     = _("Resend Request")
 - else
-  = link_button_to _("Resend Request"), @hook_log.present.retry_path, method: :post, class: 'float-right gl-ml-3'
+  = link_button_to _("Resend Request"), @hook_log.present.retry_path, method: :post, class: 'gl-float-right gl-ml-3'
 
 = render partial: 'shared/hook_logs/content', locals: { hook_log: @hook_log }
diff --git a/app/views/projects/issues/service_desk/_issue.html.haml b/app/views/projects/issues/service_desk/_issue.html.haml
index dbc6e613e8b..1bf43567d5f 100644
--- a/app/views/projects/issues/service_desk/_issue.html.haml
+++ b/app/views/projects/issues/service_desk/_issue.html.haml
@@ -59,7 +59,7 @@
 
         = render 'shared/issuable_meta_data', issuable: issue
 
-      .float-right.issuable-timestamp.d-none.d-sm-inline-block
+      .gl-float-right.issuable-timestamp.d-none.d-sm-inline-block
         %span
           - if issue.closed? && issue.closed_at
             = _('closed %{timeago}').html_safe % { timeago: time_ago_with_tooltip(issue.closed_at, placement: 'bottom') }
diff --git a/app/views/projects/mattermosts/_no_teams.html.haml b/app/views/projects/mattermosts/_no_teams.html.haml
index c53e805fae1..90e26067959 100644
--- a/app/views/projects/mattermosts/_no_teams.html.haml
+++ b/app/views/projects/mattermosts/_no_teams.html.haml
@@ -9,4 +9,4 @@
   and try again.
 %hr
 .clearfix
-  = link_button_to 'Go back', edit_project_settings_integration_path(@project, @integration), class: 'float-right'
+  = link_button_to 'Go back', edit_project_settings_integration_path(@project, @integration), class: 'gl-float-right'
diff --git a/app/views/projects/mattermosts/_team_selection.html.haml b/app/views/projects/mattermosts/_team_selection.html.haml
index 397f96d6846..ba2d6585a92 100644
--- a/app/views/projects/mattermosts/_team_selection.html.haml
+++ b/app/views/projects/mattermosts/_team_selection.html.haml
@@ -41,7 +41,7 @@
         = sprite_icon('external-link')
   %hr
   .clearfix
-    .float-right
+    .gl-float-right
       = render Pajamas::ButtonComponent.new(href: edit_project_settings_integration_path(@project, @integration)) do
         = _('Cancel')
       = f.submit s_('MattermostService|Install'), pajamas_button: true
diff --git a/app/views/projects/merge_requests/_merge_request.html.haml b/app/views/projects/merge_requests/_merge_request.html.haml
index 29ab06a036e..c73884d7b5c 100644
--- a/app/views/projects/merge_requests/_merge_request.html.haml
+++ b/app/views/projects/merge_requests/_merge_request.html.haml
@@ -68,6 +68,6 @@
         = render 'shared/issuable_meta_data', issuable: merge_request
 
       - if merge_request.updated_at != merge_request.created_at
-        .float-right.issuable-updated-at.d-none.d-sm-inline-block.gl-text-gray-500
+        .gl-float-right.issuable-updated-at.d-none.d-sm-inline-block.gl-text-gray-500
           %span
             = _('updated %{time_ago}').html_safe % { time_ago: time_ago_with_tooltip(merge_request.updated_at, placement: 'bottom', html_class: 'merge_request_updated_ago') }
diff --git a/app/views/projects/merge_requests/_mr_title.html.haml b/app/views/projects/merge_requests/_mr_title.html.haml
index 115382c0e30..04c41d3b729 100644
--- a/app/views/projects/merge_requests/_mr_title.html.haml
+++ b/app/views/projects/merge_requests/_mr_title.html.haml
@@ -19,7 +19,7 @@
 
       - unless hide_gutter_toggle
         %div
-          = render Pajamas::ButtonComponent.new(icon: "chevron-double-lg-left", button_options: { class: "btn-icon float-right gl-display-block gutter-toggle issuable-gutter-toggle js-sidebar-toggle gl-md-display-none!" })
+          = render Pajamas::ButtonComponent.new(icon: "chevron-double-lg-left", button_options: { class: "btn-icon gl-float-right gl-display-block gutter-toggle issuable-gutter-toggle js-sidebar-toggle gl-md-display-none!" })
 
     .detail-page-header-actions.gl-align-self-start.is-merge-request.js-issuable-actions.gl-display-flex
       - if can_update_merge_request
diff --git a/app/views/projects/no_repo.html.haml b/app/views/projects/no_repo.html.haml
index 3abec75b971..0e2aacbd9c1 100644
--- a/app/views/projects/no_repo.html.haml
+++ b/app/views/projects/no_repo.html.haml
@@ -23,4 +23,4 @@
 
 - if can? current_user, :remove_project, @project
   .prepend-top-20
-    = link_button_to _('Delete project'), project_path(@project), data: { confirm: remove_project_message(@project), confirm_btn_variant: 'danger' }, aria: { label: _('Delete project') }, method: :delete, class: 'float-right', variant: :danger
+    = link_button_to _('Delete project'), project_path(@project), data: { confirm: remove_project_message(@project), confirm_btn_variant: 'danger' }, aria: { label: _('Delete project') }, method: :delete, class: 'gl-float-right', variant: :danger
diff --git a/app/views/search/results/_snippet_title.html.haml b/app/views/search/results/_snippet_title.html.haml
index a811dabf399..82288f8af7e 100644
--- a/app/views/search/results/_snippet_title.html.haml
+++ b/app/views/search/results/_snippet_title.html.haml
@@ -3,10 +3,10 @@
     = link_to gitlab_snippet_path(snippet_title) do
       = truncate(snippet_title.title, length: 60)
       = snippet_badge(snippet_title)
-    %span.cgray.monospace.tiny.float-right.term
+    %span.cgray.monospace.tiny.gl-float-right.term
       = snippet_title.file_name
 
-  %small.float-right.cgray
+  %small.gl-float-right.cgray
     - if snippet_title.project_id?
       = link_to snippet_title.project.full_name, project_path(snippet_title.project)
 
diff --git a/app/views/shared/issuable/_bulk_update_sidebar.html.haml b/app/views/shared/issuable/_bulk_update_sidebar.html.haml
index 8df13ec83fe..5738d5efdbf 100644
--- a/app/views/shared/issuable/_bulk_update_sidebar.html.haml
+++ b/app/views/shared/issuable/_bulk_update_sidebar.html.haml
@@ -9,7 +9,7 @@
         .filter-item.inline.update-issues-btn.float-left
           = render Pajamas::ButtonComponent.new(variant: :confirm, button_options: { type: 'submit', disabled: true, class: 'js-update-selected-issues' }) do
             = _('Update all')
-        = render Pajamas::ButtonComponent.new(button_options: { class: 'js-bulk-update-menu-hide float-right' }) do
+        = render Pajamas::ButtonComponent.new(button_options: { class: 'js-bulk-update-menu-hide gl-float-right' }) do
           = _('Cancel')
       - if params[:state] != 'merged'
         .block
diff --git a/app/views/shared/issuable/_label_page_create.html.haml b/app/views/shared/issuable/_label_page_create.html.haml
index 96167db80b4..56ec1581bc4 100644
--- a/app/views/shared/issuable/_label_page_create.html.haml
+++ b/app/views/shared/issuable/_label_page_create.html.haml
@@ -21,5 +21,5 @@
     .clearfix
       = render Pajamas::ButtonComponent.new(variant: :confirm, button_options: { class: 'float-left js-new-label-btn' }) do
         = _('Create')
-      = render Pajamas::ButtonComponent.new(button_options: { class: 'float-right js-cancel-label-btn' }) do
+      = render Pajamas::ButtonComponent.new(button_options: { class: 'gl-float-right js-cancel-label-btn' }) do
         = _('Cancel')
diff --git a/app/views/shared/issuable/_sidebar.html.haml b/app/views/shared/issuable/_sidebar.html.haml
index 5a3c6791ff9..ad116513fb0 100644
--- a/app/views/shared/issuable/_sidebar.html.haml
+++ b/app/views/shared/issuable/_sidebar.html.haml
@@ -13,7 +13,7 @@
 %aside.right-sidebar.js-right-sidebar.js-issuable-sidebar{ data: { always_show_toggle: true, signed: { in: signed_in }, issuable_type: issuable_type }, class: "#{sidebar_gutter_collapsed_class(is_merge_request)} #{'right-sidebar-merge-requests' if is_merge_request}", 'aria-live' => 'polite', 'aria-label': issuable_type }
   .issuable-sidebar{ class: "#{'is-merge-request' if is_merge_request}" }
     .issuable-sidebar-header{ class: "#{'gl-pb-2! gl-md-display-flex gl-justify-content-end gl-lg-display-none!' if is_merge_request}" }
-      = render Pajamas::ButtonComponent.new(button_options: { class: "gutter-toggle float-right js-sidebar-toggle has-tooltip gl-shadow-none! gl-display-block #{'gl-mt-2' if notifications_todos_buttons_enabled?}" , type: 'button', 'aria-label' => _('Toggle sidebar'), title: sidebar_gutter_tooltip_text, data: { container: 'body', placement: 'left', boundary: 'viewport' } }) do
+      = render Pajamas::ButtonComponent.new(button_options: { class: "gutter-toggle gl-float-right js-sidebar-toggle has-tooltip gl-shadow-none! gl-display-block #{'gl-mt-2' if notifications_todos_buttons_enabled?}" , type: 'button', 'aria-label' => _('Toggle sidebar'), title: sidebar_gutter_tooltip_text, data: { container: 'body', placement: 'left', boundary: 'viewport' } }) do
         = sidebar_gutter_toggle_icon
       - if signed_in
         - if !is_merge_request
diff --git a/app/views/shared/milestones/_labels_tab.html.haml b/app/views/shared/milestones/_labels_tab.html.haml
index 1abf4b46d09..e55089cabc6 100644
--- a/app/views/shared/milestones/_labels_tab.html.haml
+++ b/app/views/shared/milestones/_labels_tab.html.haml
@@ -9,7 +9,7 @@
       %span.prepend-description-left
         = markdown_field(label, :description)
 
-      .float-right.d-none.d-lg-block
+      .gl-float-right.d-none.d-lg-block
         = link_button_to milestones_issues_path(options.merge(state: 'opened')), category: :tertiary do
           = n_('open issue', 'open issues', milestone_issues_by_label_count(@milestone, label, state: :opened))
         = link_button_to milestones_issues_path(options.merge(state: 'closed')), category: :tertiary do
diff --git a/app/views/shared/milestones/_sidebar.html.haml b/app/views/shared/milestones/_sidebar.html.haml
index 2e2c0300ae1..f3fc4f32a31 100644
--- a/app/views/shared/milestones/_sidebar.html.haml
+++ b/app/views/shared/milestones/_sidebar.html.haml
@@ -4,7 +4,7 @@
 %aside.right-sidebar.js-right-sidebar{ data: { "offset-top" => affix_offset, "spy" => "affix", "always-show-toggle" => true }, class: sidebar_gutter_collapsed_class(false), 'aria-live' => 'polite', 'aria-label': _('Milestone') }
   .issuable-sidebar.milestone-sidebar
     .block.milestone-progress.issuable-sidebar-header
-      %a.gutter-toggle.float-right.js-sidebar-toggle.has-tooltip{ role: "button", href: "#", "aria-label" => s_('MilestoneSidebar|Toggle sidebar'), title: sidebar_gutter_tooltip_text, data: { container: 'body', placement: 'left', boundary: 'viewport' } }
+      %a.gutter-toggle.gl-float-right.js-sidebar-toggle.has-tooltip{ role: "button", href: "#", "aria-label" => s_('MilestoneSidebar|Toggle sidebar'), title: sidebar_gutter_tooltip_text, data: { container: 'body', placement: 'left', boundary: 'viewport' } }
         = sidebar_gutter_toggle_icon
       .title.hide-collapsed
         %strong.bold== #{milestone.percent_complete}%
@@ -22,7 +22,7 @@
       .title
         = s_('MilestoneSidebar|Start date')
         - if @project && can?(current_user, :admin_milestone, @project)
-          = link_to s_('MilestoneSidebar|Edit'), edit_project_milestone_path(@project, @milestone), class: 'js-sidebar-dropdown-toggle edit-link float-right'
+          = link_to s_('MilestoneSidebar|Edit'), edit_project_milestone_path(@project, @milestone), class: 'js-sidebar-dropdown-toggle edit-link gl-float-right'
       .value
         %span.value-content{ data: { testid: 'start-date-content' } }
           - if milestone.start_date
@@ -59,7 +59,7 @@
       .title.hide-collapsed
         = s_('MilestoneSidebar|Due date')
         - if @project && can?(current_user, :admin_milestone, @project)
-          = link_to s_('MilestoneSidebar|Edit'), edit_project_milestone_path(@project, @milestone), class: 'js-sidebar-dropdown-toggle edit-link float-right'
+          = link_to s_('MilestoneSidebar|Edit'), edit_project_milestone_path(@project, @milestone), class: 'js-sidebar-dropdown-toggle edit-link gl-float-right'
       .value.hide-collapsed
         %span.value-content{ data: { testid: 'due-date-content' } }
           - if milestone.due_date
@@ -81,7 +81,7 @@
           = s_('MilestoneSidebar|Issues')
           = gl_badge_tag milestone.issues_visible_to_user(current_user).count, variant: :muted, size: :sm
           - if show_new_issue_link?(project)
-            = link_to new_project_issue_path(project, issue: { milestone_id: milestone.id }), class: "float-right", title: s_('MilestoneSidebar|New Issue') do
+            = link_to new_project_issue_path(project, issue: { milestone_id: milestone.id }), class: "gl-float-right", title: s_('MilestoneSidebar|New Issue') do
               = s_('MilestoneSidebar|New issue')
         .value.hide-collapsed.bold
           %span.milestone-stat
diff --git a/app/views/shared/snippets/_snippet.html.haml b/app/views/shared/snippets/_snippet.html.haml
index 56cdc30e760..702f101b48e 100644
--- a/app/views/shared/snippets/_snippet.html.haml
+++ b/app/views/shared/snippets/_snippet.html.haml
@@ -33,5 +33,5 @@
       - else
         = _('created %{timeAgo} by %{author}').html_safe % { timeAgo: created_at, author: author }
 
-    .float-right
+    .gl-float-right
       = _('updated %{timeAgo}').html_safe % { timeAgo: time_ago_with_tooltip(snippet.updated_at, placement: 'bottom') }
diff --git a/app/views/shared/wikis/_pages_wiki_page.html.haml b/app/views/shared/wikis/_pages_wiki_page.html.haml
index 23931bbbc32..5bb001b4b59 100644
--- a/app/views/shared/wikis/_pages_wiki_page.html.haml
+++ b/app/views/shared/wikis/_pages_wiki_page.html.haml
@@ -1,6 +1,6 @@
 %li
   = link_to wiki_page.human_title, wiki_page_path(@wiki, wiki_page), data: { testid: 'wiki-page-link', qa_page_name: wiki_page.slug }
   %small (#{wiki_page.format})
-  .float-right
+  .gl-float-right
     - if wiki_page.last_version
       %small= (s_("Last edited %{date}") % { date: time_ago_with_tooltip(wiki_page.last_version.authored_date) }).html_safe
diff --git a/app/views/shared/wikis/_sidebar.html.haml b/app/views/shared/wikis/_sidebar.html.haml
index dd4ea9e72ab..7d9fbfbc57d 100644
--- a/app/views/shared/wikis/_sidebar.html.haml
+++ b/app/views/shared/wikis/_sidebar.html.haml
@@ -3,7 +3,7 @@
 %aside.right-sidebar.right-sidebar-expanded.wiki-sidebar.js-wiki-sidebar.js-right-sidebar{ data: { "offset-top" => "50", "spy" => "affix" }, 'aria-label': _('Wiki') }
   .sidebar-container
     .block.wiki-sidebar-header.gl-mb-3.w-100
-      %a.gutter-toggle.float-right.d-block.d-md-none.js-sidebar-wiki-toggle{ href: "#" }
+      %a.gutter-toggle.gl-float-right.d-block.d-md-none.js-sidebar-wiki-toggle{ href: "#" }
         = sprite_icon('chevron-double-lg-right', css_class: 'gl-icon')
 
       .gl-display-flex.gl-flex-wrap
diff --git a/app/views/user_settings/active_sessions/_active_session.html.haml b/app/views/user_settings/active_sessions/_active_session.html.haml
index e91c28e6e84..90a02a8aac8 100644
--- a/app/views/user_settings/active_sessions/_active_session.html.haml
+++ b/app/views/user_settings/active_sessions/_active_session.html.haml
@@ -26,6 +26,6 @@
       = l(active_session.created_at, format: :short)
 
   - unless is_current_session
-    .float-right
+    .gl-float-right
       = link_button_to revoke_session_path(active_session), data: { confirm: _('Are you sure? The device will be signed out of GitLab and all remember me tokens revoked.'), confirm_btn_variant: :danger }, method: :delete, class: 'gl-ml-3', variant: :danger, 'aria-label': _('Revoke') do
         = _('Revoke')
diff --git a/app/views/user_settings/user_settings/_event_table.haml b/app/views/user_settings/user_settings/_event_table.haml
index 67c649a9fce..5b617815dc0 100644
--- a/app/views/user_settings/user_settings/_event_table.haml
+++ b/app/views/user_settings/user_settings/_event_table.haml
@@ -8,6 +8,6 @@
         %span.description
           = audit_icon('key', css_class: 'gl-mr-2')
           = _('Signed in with %{authentication} authentication') % { authentication: event.provider }
-        %span.float-right= time_ago_with_tooltip(event.created_at)
+        %span.gl-float-right= time_ago_with_tooltip(event.created_at)
 
 = paginate events, theme: "gitlab"
diff --git a/doc/development/code_review.md b/doc/development/code_review.md
index 7724b183ad3..7ea4f798a09 100644
--- a/doc/development/code_review.md
+++ b/doc/development/code_review.md
@@ -298,7 +298,7 @@ See the [test engineering process](https://handbook.gitlab.com/handbook/engineer
 ### The responsibility of the merge request author
 
 The responsibility to find the best solution and implement it lies with the
-merge request author. The author or [directly responsible individual](https://about.gitlab.com/handbook/people-group/directly-responsible-individuals/)
+merge request author. The author or [directly responsible individual](https://handbook.gitlab.com/handbook/people-group/directly-responsible-individuals/)
 (DRI) stays assigned to the merge request as the assignee throughout
 the code review lifecycle. If you are unable to set yourself as an assignee, ask a [reviewer](https://handbook.gitlab.com/handbook/engineering/workflow/code-review/#reviewer) to do this for you.
 
diff --git a/doc/development/code_suggestions/index.md b/doc/development/code_suggestions/index.md
index 4098e4f6512..d07069386ef 100644
--- a/doc/development/code_suggestions/index.md
+++ b/doc/development/code_suggestions/index.md
@@ -42,7 +42,7 @@ This should enable everyone to see locally any change in an IDE being sent to th
 When testing interactions with the AI Gateway, you might want to integrate your local GDK
 with the deployed staging AI Gateway. To do this:
 
-1. You need a [cloud staging license](../../user/project/repository/code_suggestions/self_managed_prior_versions.md#upgrade-to-gitlab-163) that has the Code Suggestions add-on, because add-ons are enabled on staging. Drop a note in the `#s_fulfillment` internal Slack channel to request an add-on to your license. See this [handbook page](https://about.gitlab.com/handbook/developer-onboarding/#working-on-gitlab-ee-developer-licenses) for how to request a license for local development.
+1. You need a [cloud staging license](../../user/project/repository/code_suggestions/self_managed_prior_versions.md#upgrade-to-gitlab-163) that has the Code Suggestions add-on, because add-ons are enabled on staging. Drop a note in the `#s_fulfillment` internal Slack channel to request an add-on to your license. See this [handbook page](https://handbook.gitlab.com/handbook/developer-onboarding/#working-on-gitlab-ee-developer-licenses) for how to request a license for local development.
 1. Set environment variables to point customers-dot to staging, and the AI Gateway to staging:
 
    ```shell
diff --git a/doc/development/documentation/site_architecture/automation.md b/doc/development/documentation/site_architecture/automation.md
index 35723a5623b..f362f3db9be 100644
--- a/doc/development/documentation/site_architecture/automation.md
+++ b/doc/development/documentation/site_architecture/automation.md
@@ -44,8 +44,8 @@ that are coded across multiple repositories.
 | [All feature flags in GitLab](../../../user/feature_flags.md) | [Generated during docs build](https://gitlab.com/gitlab-org/gitlab-docs/-/blob/main/doc/raketasks.md#generate-the-feature-flag-tables) | [Technical Writing](https://handbook.gitlab.com/handbook/product/ux/technical-writing/) |
 | [GitLab Runner feature flags](https://docs.gitlab.com/runner/configuration/feature-flags.html) | [Page source](https://gitlab.com/gitlab-org/gitlab-runner/-/blob/ec6e1797d2173a95c8ac7f726bd62f6f110b7211/docs/configuration/feature-flags.md?plain=1#L39) | [Runner](https://handbook.gitlab.com/handbook/engineering/development/ops/verify/runner/) |
 | [Deprecations and removals by version](../../../update/deprecations.md) | [Deprecating GitLab features](../../deprecation_guidelines/index.md) |  |
-| [GraphQL API resources](../../../api/graphql/reference/index.md) | [GraphQL API style guide](../../api_graphql_styleguide.md#documentation-and-schema) | [Import and Integrate](https://about.gitlab.com/handbook/engineering/development/dev/manage/import-and-integrate/) |
-| [Audit event types](../../../administration/audit_event_streaming/audit_event_types.md) | [Audit event development guidelines](../../audit_event_guide/index.md) | [Compliance](https://about.gitlab.com/handbook/engineering/development/sec/govern/compliance/) |
+| [GraphQL API resources](../../../api/graphql/reference/index.md) | [GraphQL API style guide](../../api_graphql_styleguide.md#documentation-and-schema) | [Import and Integrate](https://handbook.gitlab.com/handbook/engineering/development/dev/manage/import-and-integrate/) |
+| [Audit event types](../../../administration/audit_event_streaming/audit_event_types.md) | [Audit event development guidelines](../../audit_event_guide/index.md) | [Compliance](https://handbook.gitlab.com/handbook/engineering/development/sec/govern/compliance/) |
 | [Available custom role permissions](../../../user/custom_roles/abilities.md) | [Generated by Rake task](https://gitlab.com/gitlab-org/gitlab/-/blob/master/tooling/custom_roles/docs/templates/custom_abilities.md.erb) | [Authorization](https://handbook.gitlab.com/handbook/product/categories/#authorization-group)|
 | DAST vulnerability check documentation ([Example](../../../user/application_security/dast/checks/798.19.md)) | [How to generate the Markdown](https://gitlab.com/gitlab-org/security-products/dast-cwe-checks/-/blob/main/doc/how-to-generate-the-markdown-documentation.md) | [Dynamic Analysis](https://handbook.gitlab.com/handbook/product/categories/#dynamic-analysis-group) |
 | Blueprints ([Example](../../../architecture/blueprints/ci_data_decay/pipeline_partitioning.md)) |  |  |
diff --git a/doc/development/documentation/styleguide/word_list.md b/doc/development/documentation/styleguide/word_list.md
index d0b73da9941..51a87725193 100644
--- a/doc/development/documentation/styleguide/word_list.md
+++ b/doc/development/documentation/styleguide/word_list.md
@@ -11,7 +11,7 @@ To help ensure consistency in the documentation, the Technical Writing team
 recommends these word choices. In addition:
 
 - The GitLab handbook contains a list of
-  [top misused terms](https://about.gitlab.com/handbook/communication/top-misused-terms/).
+  [top misused terms](https://handbook.gitlab.com/handbook/communication/top-misused-terms/).
 - The documentation [style guide](../styleguide#language) includes details
   about language and capitalization.
 - The GitLab handbook provides guidance on the [use of third-party trademarks](https://handbook.gitlab.com/handbook/legal/policies/product-third-party-trademarks-guidelines/#process-for-adding-third-party-trademarks-to-gitlab).
@@ -782,7 +782,7 @@ Thereafter, use **Git suggestions** by itself.
 
 ## GitLab
 
-Do not make **GitLab** possessive (GitLab's). This guidance follows [GitLab Trademark Guidelines](https://about.gitlab.com/handbook/marketing/brand-and-product-marketing/brand/brand-activation/trademark-guidelines/).
+Do not make **GitLab** possessive (GitLab's). This guidance follows [GitLab Trademark Guidelines](https://handbook.gitlab.com/handbook/marketing/brand-and-product-marketing/brand/brand-activation/trademark-guidelines/).
 
 ## GitLab Dedicated
 
diff --git a/doc/development/feature_flags/controls.md b/doc/development/feature_flags/controls.md
index 2ea5ecd272a..fdb17234d87 100644
--- a/doc/development/feature_flags/controls.md
+++ b/doc/development/feature_flags/controls.md
@@ -104,7 +104,7 @@ Guidelines:
 - Consider notifying `#support_gitlab-com` beforehand. So in case if the feature has any side effects on user experience, they can mitigate and disable the feature flag to reduce some impact.
 - If the feature meets the requirements for creating a [Change Management](https://handbook.gitlab.com/handbook/engineering/infrastructure/change-management/#feature-flags-and-the-change-management-process) issue, create a Change Management issue per [criticality guidelines](https://handbook.gitlab.com/handbook/engineering/infrastructure/change-management/#change-request-workflows).
 - For simple, low-risk, easily reverted features, proceed and [enable the feature in `#production`](#process).
-- For support requests to toggle feature flags for specific groups or projects, follow the process outlined in the [support workflows](https://about.gitlab.com/handbook/support/workflows/saas_feature_flags.html).
+- For support requests to toggle feature flags for specific groups or projects, follow the process outlined in the [support workflows](https://handbook.gitlab.com/handbook/support/workflows/saas_feature_flags/).
 
 #### Guideline for which percentages to choose during the rollout
 
@@ -463,7 +463,7 @@ Changes to the issue format can be submitted in the
 
 Any feature flag change that affects any GitLab instance is automatically logged in
 [features_json.log](../../administration/logs/index.md#features_jsonlog).
-You can search the change history in [Kibana](https://about.gitlab.com/handbook/support/workflows/kibana.html).
+You can search the change history in [Kibana](https://handbook.gitlab.com/handbook/support/workflows/kibana/).
 You can also access the feature flag change history for GitLab.com [in Kibana](https://log.gprd.gitlab.net/goto/d060337c017723084c6d97e09e591fc6).
 
 ## Cleaning up
diff --git a/doc/development/integrations/secure_partner_integration.md b/doc/development/integrations/secure_partner_integration.md
index d0a2c8b828f..50e24c87c7e 100644
--- a/doc/development/integrations/secure_partner_integration.md
+++ b/doc/development/integrations/secure_partner_integration.md
@@ -20,7 +20,7 @@ integration as well as linking to more detailed resources for how to do so.
 ## Integration Tiers
 
 The security offerings in GitLab are designed for GitLab Ultimate users, and the
-[DevSecOps](https://about.gitlab.com/handbook/use-cases/#4-devsecops-shift-left-security)
+[DevSecOps](https://handbook.gitlab.com/handbook/use-cases/#3-continuous-software-security-assurancehandbookmarketingbrand-and-product-marketingproduct-and-solution-marketingusecase-gtmdevsecops)
 use case. All the features are in those tiers. This includes the APIs and standard reporting
 framework needed to provide a consistent experience for users to easily bring their preferred
 security tools into GitLab. We ask that our integration partners focus their work on those license
diff --git a/doc/development/internal_analytics/index.md b/doc/development/internal_analytics/index.md
index a36180e703c..efd98f8a136 100644
--- a/doc/development/internal_analytics/index.md
+++ b/doc/development/internal_analytics/index.md
@@ -78,7 +78,7 @@ On self-managed this depends on the particular instance. In general, only the me
 
 Event and metrics data is ultimately stored in our [Snowflake data warehouse](https://handbook.gitlab.com/handbook/business-technology/data-team/platform/snowflake/).
 It can either be accessed directly via SQL in Snowflake for [ad-hoc analyses](https://handbook.gitlab.com/handbook/business-technology/data-team/platform/#snowflake-analyst) or visualized in our data visualization tool
-[Tableau](https://about.gitlab.com/handbook/business-technology/data-team/platform/tableau/), which has access to Snowflake.
+[Tableau](https://handbook.gitlab.com/handbook/business-technology/data-team/platform/tableau/), which has access to Snowflake.
 Both platforms need an access request ([Snowflake](https://handbook.gitlab.com/handbook/business-technology/data-team/platform/#warehouse-access), [Tableau](https://handbook.gitlab.com/handbook/business-technology/data-team/platform/tableau/#tableau-online-access)).
 
 ### Tableau
@@ -136,7 +136,7 @@ WHERE metrics_path = 'counts.users_visiting_dashboard_weekly' --set to metric of
 ORDER BY ping_created_at DESC
 ```
 
-For a list of other metrics tables refer to the [Data Models Cheat Sheet](https://about.gitlab.com/handbook/product/product-analysis/data-model-cheat-sheet/#commonly-used-data-models).
+For a list of other metrics tables refer to the [Data Models Cheat Sheet](https://handbook.gitlab.com/handbook/product/product-analysis/data-model-cheat-sheet/#commonly-used-data-models).
 
 ## Data flow
 
diff --git a/doc/development/internal_analytics/internal_event_instrumentation/event_definition_guide.md b/doc/development/internal_analytics/internal_event_instrumentation/event_definition_guide.md
index 97b992350a5..62acdddd2b9 100644
--- a/doc/development/internal_analytics/internal_event_instrumentation/event_definition_guide.md
+++ b/doc/development/internal_analytics/internal_event_instrumentation/event_definition_guide.md
@@ -33,8 +33,8 @@ Each event is defined in a separate YAML file consisting of the following fields
 | `product_group`        | yes      | The [group](https://gitlab.com/gitlab-com/www-gitlab-com/blob/master/data/stages.yml) that owns the event.                                                                                  |
 | `milestone`            | no       | The milestone when the event is introduced.                                                                                                                                                 |
 | `introduced_by_url`    | no       | The URL to the merge request that introduced the event.                                                                                                                                     |
-| `distributions`        | yes      | The [distributions](https://about.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/tiers/#definitions) where the tracked feature is available. Can be set to one or more of `ce` or `ee`.  |
-| `tiers`                | yes      | The [tiers](https://about.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/tiers/) where the tracked feature is available. Can be set to one or more of `free`, `premium`, or `ultimate`. |
+| `distributions`        | yes      | The [distributions](https://handbook.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/tiers/#definitions) where the tracked feature is available. Can be set to one or more of `ce` or `ee`.  |
+| `tiers`                | yes      | The [tiers](https://handbook.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/tiers/) where the tracked feature is available. Can be set to one or more of `free`, `premium`, or `ultimate`. |
 
 ### Example event definition
 
diff --git a/doc/development/internal_analytics/metrics/metrics_dictionary.md b/doc/development/internal_analytics/metrics/metrics_dictionary.md
index 6c6bea1e0a2..3126a50cf2c 100644
--- a/doc/development/internal_analytics/metrics/metrics_dictionary.md
+++ b/doc/development/internal_analytics/metrics/metrics_dictionary.md
@@ -42,9 +42,9 @@ Each metric is defined in a separate YAML file consisting of a number of fields:
 | `data_source`       | yes      | `string`; may be set to a value like `database`, `redis`, `redis_hll`, `prometheus`, `system`, `license`, `internal_events`.                                                                                                                                                                                                          |
 | `data_category`     | yes      | `string`; [categories](#data-category) of the metric, may be set to `operational`, `optional`, `subscription`, `standard`. The default value is `optional`.                                                                                                                                                                           |
 | `instrumentation_class` | no       | `string`; used for metrics with `data_source` other than `internal_events`. See [the class that implements the metric](metrics_instrumentation.md).                                                                                                                                                                   |
-| `distribution`      | yes      | `array`; may be set to one of `ce, ee` or `ee`. The [distribution](https://about.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/tiers/#definitions) where the tracked feature is available.                                                                                                 |
+| `distribution`      | yes      | `array`; may be set to one of `ce, ee` or `ee`. The [distribution](https://handbook.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/tiers/#definitions) where the tracked feature is available.                                                                                                 |
 | `performance_indicator_type`  | no       | `array`; may be set to one of [`gmau`, `smau`, `paid_gmau`, `umau` or `customer_health_score`](https://about.gitlab.com/handbook/business-technology/data-team/data-catalog/xmau-analysis/).                                                                                                                                          |
-| `tier`              | yes      | `array`; may contain one or a combination of `free`, `premium` or `ultimate`. The [tier](https://about.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/tiers/#definitions) where the tracked feature is available. This should be verbose and contain all tiers where a metric is available. |
+| `tier`              | yes      | `array`; may contain one or a combination of `free`, `premium` or `ultimate`. The [tier](https://handbook.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/tiers/#definitions) where the tracked feature is available. This should be verbose and contain all tiers where a metric is available. |
 | `milestone`         | yes      | The milestone when the metric is introduced and when it's available to self-managed instances with the official GitLab release.                                                                                                                                                                                                       |
 | `milestone_removed` | no       | The milestone when the metric is removed. Required for removed metrics.                                                                                                                                                                                                                                                               |
 | `introduced_by_url` | no       | The URL to the merge request that introduced the metric to be available for self-managed instances.                                                                                                                                                                                                                                   |
diff --git a/doc/development/internal_analytics/service_ping/index.md b/doc/development/internal_analytics/service_ping/index.md
index 5ae7594dbea..22d351599ce 100644
--- a/doc/development/internal_analytics/service_ping/index.md
+++ b/doc/development/internal_analytics/service_ping/index.md
@@ -395,6 +395,6 @@ Service Ping reporting process state is monitored with [internal SiSense dashboa
 ## Related topics
 
 - [Analytics Instrumentation Direction](https://about.gitlab.com/direction/analytics/analytics-instrumentation/)
-- [Data Analysis Process](https://about.gitlab.com/handbook/business-technology/data-team/#data-analysis-process/)
-- [Data for Product Managers](https://about.gitlab.com/handbook/business-technology/data-team/programs/data-for-product-managers/)
-- [Data Infrastructure](https://about.gitlab.com/handbook/business-technology/data-team/platform/infrastructure/)
+- [Data Analysis Process](https://handbook.gitlab.com/handbook/business-technology/data-team/organization/analytics/#data-analysis-process)
+- [Data for Product Managers](https://handbook.gitlab.com/handbook/business-technology/data-team/programs/data-for-product-managers/)
+- [Data Infrastructure](https://handbook.gitlab.com/handbook/business-technology/data-team/platform/infrastructure/)
diff --git a/doc/development/labels/index.md b/doc/development/labels/index.md
index 403755d7a1b..47e2984e0cd 100644
--- a/doc/development/labels/index.md
+++ b/doc/development/labels/index.md
@@ -132,7 +132,7 @@ For instance, the "DevOps Reports" category is represented by the
 `devops_reports.name` value is "DevOps Reports".
 
 If a category's label doesn't respect this naming convention, it should be specified
-with [the `label` attribute](https://about.gitlab.com/handbook/marketing/digital-experience/website/#category-attributes)
+with [the `label` attribute](https://handbook.gitlab.com/handbook/marketing/digital-experience/website/#category-attributes)
 in <https://gitlab.com/gitlab-com/www-gitlab-com/blob/master/data/categories.yml>.
 
 ## Feature labels
diff --git a/doc/development/pipelines/index.md b/doc/development/pipelines/index.md
index cb3d177cd6e..ade47da610d 100644
--- a/doc/development/pipelines/index.md
+++ b/doc/development/pipelines/index.md
@@ -332,9 +332,9 @@ The intent is to ensure that a change doesn't introduce a failure after
 
 #### What it is
 
-This pipeline is also called [JiHu validation pipeline](https://about.gitlab.com/handbook/ceo/chief-of-staff-team/jihu-support/jihu-validation-pipelines.html),
+This pipeline is also called [JiHu validation pipeline](https://handbook.gitlab.com/handbook/ceo/chief-of-staff-team/jihu-support/jihu-validation-pipelines/),
 and it's currently allowed to fail. When that happens, follow
-[What to do when the validation pipeline fails](https://about.gitlab.com/handbook/ceo/chief-of-staff-team/jihu-support/jihu-validation-pipelines.html#what-to-do-when-the-validation-pipeline-failed).
+[What to do when the validation pipeline fails](https://handbook.gitlab.com/handbook/ceo/chief-of-staff-team/jihu-support/jihu-validation-pipelines/#what-to-do-when-the-validation-pipeline-failed).
 
 #### How we run it
 
diff --git a/doc/development/pipelines/internals.md b/doc/development/pipelines/internals.md
index a887bea02e3..cab1ee39b61 100644
--- a/doc/development/pipelines/internals.md
+++ b/doc/development/pipelines/internals.md
@@ -45,7 +45,7 @@ Some more context and background can be found at:
 Here's a list of where we're using this right now, and should try to move away
 from using `$FORCE_GITLAB_CI`.
 
-- [JiHu validation pipeline](https://about.gitlab.com/handbook/ceo/chief-of-staff-team/jihu-support/jihu-validation-pipelines.html)
+- [JiHu validation pipeline](https://handbook.gitlab.com/handbook/ceo/chief-of-staff-team/jihu-support/jihu-validation-pipelines/)
 
 See the next section for how we can enable pipelines without using
 `$FORCE_GITLAB_CI`.
diff --git a/doc/development/product_qualified_lead_guide/index.md b/doc/development/product_qualified_lead_guide/index.md
index 47568c97e2b..9087cdcb0e3 100644
--- a/doc/development/product_qualified_lead_guide/index.md
+++ b/doc/development/product_qualified_lead_guide/index.md
@@ -119,7 +119,7 @@ The flow of a PQL lead is as follows:
 1. A user triggers a [`HandRaiseLeadButton` component](#embed-a-hand-raise-lead-form) on `gitlab.com`.
 1. The `HandRaiseLeadButton` submits any information to the following API endpoint: `/-/subscriptions/hand_raise_leads`.
 1. That endpoint reposts the form to the CustomersDot `trials/create_hand_raise_lead` endpoint.
-1. CustomersDot records the form data to the `leads` table and posts the form to [Workato](https://about.gitlab.com/handbook/marketing/marketing-operations/workato/).
+1. CustomersDot records the form data to the `leads` table and posts the form to [Workato](https://handbook.gitlab.com/handbook/marketing/marketing-operations/workato/).
 1. Workato sends the form to Marketo.
 1. Marketo does scoring and sends the form to Salesforce.
 1. Our Sales team uses Salesforce to connect to the leads.
diff --git a/doc/development/stage_group_observability/dashboards/index.md b/doc/development/stage_group_observability/dashboards/index.md
index 6f72943a845..fa4645408b2 100644
--- a/doc/development/stage_group_observability/dashboards/index.md
+++ b/doc/development/stage_group_observability/dashboards/index.md
@@ -37,7 +37,7 @@ Some generated dashboards are already available:
 ![Default time filter](img/stage_group_dashboards_time_filter.png)
 
 By default, all the times are in UTC time zone.
-[We use UTC when communicating in Engineering.](https://about.gitlab.com/handbook/communication/#writing-style-guidelines)
+[We use UTC when communicating in Engineering.](https://handbook.gitlab.com/handbook/communication/#writing-style-guidelines)
 
 All metrics recorded in the GitLab production system have
 [one-year retention](https://gitlab.com/gitlab-cookbooks/gitlab-prometheus/-/blob/31526b03fef823e2f9b3cda7c75dcd28a12418a3/attributes/prometheus.rb#L40).
diff --git a/doc/development/testing_guide/end_to_end/running_tests_that_require_special_setup.md b/doc/development/testing_guide/end_to_end/running_tests_that_require_special_setup.md
index e65c5a5c72d..1d33fb6a258 100644
--- a/doc/development/testing_guide/end_to_end/running_tests_that_require_special_setup.md
+++ b/doc/development/testing_guide/end_to_end/running_tests_that_require_special_setup.md
@@ -679,7 +679,7 @@ In order to run Product Analytics services, devkit can be used. Instructions to
 Additionally, the following setup is required on the GDK:
 
 - Ultimate license applied.
-  - [How to request the license](https://about.gitlab.com/handbook/developer-onboarding/#working-on-gitlab-ee-developer-licenses).
+  - [How to request the license](https://handbook.gitlab.com/handbook/developer-onboarding/#working-on-gitlab-ee-developer-licenses).
   - [How to activate GitLab EE with a license file or key](https://gitlab.com/gitlab-org/gitlab/-/blob/master/doc/administration/license_file.md#activate-gitlab-ee-with-a-license-file-or-key).
 - Product Analytics feature flags enabled. The list of feature flags can be [found here](https://gitlab.com/gitlab-org/gitlab/-/tree/master/doc/user/product_analytics#enable-product-analytics).
 - Simulate SaaS enabled. Instructions can be [found here](https://gitlab.com/gitlab-org/gitlab/-/blob/master/doc/development/ee_features.md#simulate-a-saas-instance).
diff --git a/doc/install/requirements.md b/doc/install/requirements.md
index bcaf9da453f..4d4b4c5f2ad 100644
--- a/doc/install/requirements.md
+++ b/doc/install/requirements.md
@@ -199,7 +199,7 @@ Take for example the following scenarios:
   [
   the lowest number from
     - number of cores: 2
-    - memory limit: (8 - 1.5) = 6
+    - memory limit: (8 - 1.5) = 6.5
   ]
   ```
 
diff --git a/doc/integration/advanced_search/elasticsearch.md b/doc/integration/advanced_search/elasticsearch.md
index 1bfec3330be..9456e94f69b 100644
--- a/doc/integration/advanced_search/elasticsearch.md
+++ b/doc/integration/advanced_search/elasticsearch.md
@@ -27,7 +27,7 @@ Advanced search works with the following versions of Elasticsearch.
 | GitLab 14.0 to 14.10  | Elasticsearch 6.8 to 7.x    |
 
 Advanced search follows the [Elasticsearch end-of-life policy](https://www.elastic.co/support/eol).
-When we change Elasticsearch supported versions in GitLab, we announce them in [deprecation notes](https://about.gitlab.com/handbook/marketing/blog/release-posts/#deprecations) in monthly release posts
+When we change Elasticsearch supported versions in GitLab, we announce them in [deprecation notes](https://handbook.gitlab.com/handbook/marketing/blog/release-posts/#update-the-deprecations-doc) in monthly release posts
 before we remove them.
 
 ### OpenSearch version requirements
diff --git a/doc/security/email_verification.md b/doc/security/email_verification.md
index 25d4b76c07c..3f21bfffc13 100644
--- a/doc/security/email_verification.md
+++ b/doc/security/email_verification.md
@@ -51,4 +51,4 @@ To unlock an account manually, reset your password.
 
 ## Related topics
 
-- [Locked and blocked account support](https://about.gitlab.com/handbook/support/workflows/reinstating-blocked-accounts.html)
+- [Locked and blocked account support](https://handbook.gitlab.com/handbook/support/workflows/reinstating-blocked-accounts/)
diff --git a/doc/security/unlock_user.md b/doc/security/unlock_user.md
index 1286ab3da37..a5abe310127 100644
--- a/doc/security/unlock_user.md
+++ b/doc/security/unlock_user.md
@@ -35,7 +35,7 @@ curl --request PUT --header "PRIVATE-TOKEN: <your_access_token>" "https://gitlab
 If 2FA is not enabled users are locked after three failed sign-in attempts within 24 hours. These users remain locked until:
 
 - Their next successful sign-in, at which point they are sent an email with a six-digit unlock code and redirected to a verification page where they can unlock their account by entering the code.
-- GitLab Support [manually unlock](https://about.gitlab.com/handbook/support/workflows/reinstating-blocked-accounts/#manual-unlock) the account after account ownership is verified.
+- GitLab Support [manually unlock](https://handbook.gitlab.com/handbook/support/workflows/reinstating-blocked-accounts/#manual-unlock) the account after account ownership is verified.
 
 If 2FA is enabled, users are locked after three failed sign-in attempts. Accounts are unlocked automatically after 30 minutes.
 
diff --git a/doc/subscriptions/community_programs.md b/doc/subscriptions/community_programs.md
index a7b95c78491..111c097c111 100644
--- a/doc/subscriptions/community_programs.md
+++ b/doc/subscriptions/community_programs.md
@@ -11,11 +11,11 @@ GitLab provides the following community program subscriptions.
 
 ## GitLab for Education
 
-For qualifying non-profit educational institutions, the [GitLab for Education Program](https://about.gitlab.com/solutions/education/) provides GitLab Ultimate, plus 50,000 compute minutes per month. The subscription granted under GitLab for Education can only be used for instructional use or non-commercial academic research. For more information—including instructions for applying to the program and renewing program membership—see the [GitLab for Education Program page](https://about.gitlab.com/solutions/education/) and the [GitLab handbook](https://about.gitlab.com/handbook/marketing/community-relations/community-programs/education-program/).
+For qualifying non-profit educational institutions, the [GitLab for Education Program](https://about.gitlab.com/solutions/education/) provides GitLab Ultimate, plus 50,000 compute minutes per month. The subscription granted under GitLab for Education can only be used for instructional use or non-commercial academic research. For more information—including instructions for applying to the program and renewing program membership—see the [GitLab for Education Program page](https://about.gitlab.com/solutions/education/) and the [GitLab handbook](https://handbook.gitlab.com/handbook/marketing/developer-relations/community-programs/education-program/).
 
 ## GitLab for Open Source
 
-For qualifying open source projects, the [GitLab for Open Source Program](https://about.gitlab.com/solutions/open-source/) provides GitLab Ultimate, plus 50,000 compute minutes per month. For more information—including instructions for applying to the program and renewing program membership—see the [GitLab for Open Source Program page](https://about.gitlab.com/solutions/open-source/) and the [GitLab handbook](https://about.gitlab.com/handbook/marketing/community-relations/community-programs/opensource-program/).
+For qualifying open source projects, the [GitLab for Open Source Program](https://about.gitlab.com/solutions/open-source/) provides GitLab Ultimate, plus 50,000 compute minutes per month. For more information—including instructions for applying to the program and renewing program membership—see the [GitLab for Open Source Program page](https://about.gitlab.com/solutions/open-source/) and the [GitLab handbook](https://handbook.gitlab.com/handbook/marketing/developer-relations/community-programs/open-source-program/).
 
 ### Meeting GitLab for Open Source Program requirements
 
@@ -78,4 +78,4 @@ Exceptions to this public visibility requirement apply in select circumstances (
 
 ## GitLab for Startups
 
-For qualifying startups, the [GitLab for Startups](https://about.gitlab.com/solutions/startups/) program provides GitLab Ultimate, plus 50,000 compute minutes per month for 12 months. For more information—including instructions for applying to the program and renewing program membership—see the [GitLab for Startups Program page](https://about.gitlab.com/solutions/startups/) and the [GitLab handbook](https://about.gitlab.com/handbook/marketing/community-relations/community-programs/startups-program/).
+For qualifying startups, the [GitLab for Startups](https://about.gitlab.com/solutions/startups/) program provides GitLab Ultimate, plus 50,000 compute minutes per month for 12 months. For more information—including instructions for applying to the program and renewing program membership—see the [GitLab for Startups Program page](https://about.gitlab.com/solutions/startups/) and the [GitLab handbook](https://handbook.gitlab.com/handbook/marketing/developer-relations/community-programs/startups-program/).
diff --git a/doc/update/index.md b/doc/update/index.md
index 45b912e9970..030e719a587 100644
--- a/doc/update/index.md
+++ b/doc/update/index.md
@@ -188,7 +188,7 @@ Upgrading across multiple GitLab versions in one go is *only possible by accepti
 If you don't want any downtime, read how to [upgrade with zero downtime](zero_downtime.md).
 
 For a dynamic view of examples of supported upgrade paths, try the [Upgrade Path tool](https://gitlab-com.gitlab.io/support/toolbox/upgrade-path/)
-maintained by the [GitLab Support team](https://about.gitlab.com/handbook/support/#about-the-support-team). To share
+maintained by the [GitLab Support team](https://handbook.gitlab.com/handbook/support/#about-the-support-team). To share
 feedback and help improve the tool, create an issue or MR in the [upgrade-path project](https://gitlab.com/gitlab-com/support/toolbox/upgrade-path).
 
 When upgrading:
diff --git a/doc/update/terminology.md b/doc/update/terminology.md
index 56d5b13461a..28fbaaa2693 100644
--- a/doc/update/terminology.md
+++ b/doc/update/terminology.md
@@ -24,7 +24,7 @@ info: To determine the technical writer assigned to the Stage/Group associated w
 - Will be removed in a future major release.
 - Begins after an end-of-support date has passed.
 
-[Announcing an End of Support period](https://about.gitlab.com/handbook/marketing/blog/release-posts/#announcing-an-end-of-support-period)
+[Announcing an End of Support period](https://handbook.gitlab.com/handbook/marketing/blog/release-posts/#announcing-an-end-of-support-period)
 should only be used in special circumstances and is not recommended for general use.
 Most features should be deprecated and then removed.
 
diff --git a/doc/update/versions/gitlab_14_changes.md b/doc/update/versions/gitlab_14_changes.md
index a51fa459054..b7c304f2ba2 100644
--- a/doc/update/versions/gitlab_14_changes.md
+++ b/doc/update/versions/gitlab_14_changes.md
@@ -573,7 +573,7 @@ DETAILS:
       sudo gitlab-rake "gitlab:password:reset[user_handle]"
       ```
 
-- If you encounter the error, `I18n::InvalidLocale: :en is not a valid locale`, when starting the application, follow the [patching](https://about.gitlab.com/handbook/support/workflows/patching_an_instance.html) process. Use [122978](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/122978) as the `mr_iid`.
+- If you encounter the error, `I18n::InvalidLocale: :en is not a valid locale`, when starting the application, follow the [patching](https://handbook.gitlab.com/handbook/support/workflows/patching_an_instance/) process. Use [122978](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/122978) as the `mr_iid`.
 
 ### Self-compiled installations
 
@@ -683,7 +683,7 @@ DETAILS:
   end
   ```
 
-- If you encounter the error, `I18n::InvalidLocale: :en is not a valid locale`, when starting the application, follow the [patching](https://about.gitlab.com/handbook/support/workflows/patching_an_instance.html) process. Use [123476](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/123476) as the `mr_iid`.
+- If you encounter the error, `I18n::InvalidLocale: :en is not a valid locale`, when starting the application, follow the [patching](https://handbook.gitlab.com/handbook/support/workflows/patching_an_instance/) process. Use [123476](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/123476) as the `mr_iid`.
 
 ### Geo installations
 
@@ -766,7 +766,7 @@ DETAILS:
   [This bug](https://gitlab.com/gitlab-org/gitlab/-/issues/329261) was fixed in
   GitLab 14.5.0 and backported into 14.4.3 and 14.3.5.
 
-- If you encounter the error, `I18n::InvalidLocale: :en is not a valid locale`, when starting the application, follow the [patching](https://about.gitlab.com/handbook/support/workflows/patching_an_instance.html) process. Use [123475](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/123475) as the `mr_iid`.
+- If you encounter the error, `I18n::InvalidLocale: :en is not a valid locale`, when starting the application, follow the [patching](https://handbook.gitlab.com/handbook/support/workflows/patching_an_instance/) process. Use [123475](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/123475) as the `mr_iid`.
 
 ### Geo installations
 
diff --git a/doc/user/ai_features.md b/doc/user/ai_features.md
index 32f3fabd0dd..91a6c605c7b 100644
--- a/doc/user/ai_features.md
+++ b/doc/user/ai_features.md
@@ -14,7 +14,7 @@ GitLab is creating AI-assisted features across our DevSecOps platform. These fea
 
 Some features are still in development. View details about [support for each status](../policy/experiment-beta-support.md#experiment) (Experiment, Beta, Generally Available).
 
- As features become Generally Available, GitLab is [transparent](https://about.gitlab.com/handbook/content/handbook/values/index.md/#transparency) and updates the documentation to clearly state how and where you can access these capabilities.
+ As features become Generally Available, GitLab is [transparent](https://handbook.gitlab.com/handbook/values/#transparency) and updates the documentation to clearly state how and where you can access these capabilities.
 
 | Goal | Feature | Tier/Offering/Status |
 |---|---|---|
@@ -268,7 +268,7 @@ All of these AI providers are under data protection agreements with GitLab that
 
 ### Telemetry
 
-GitLab Duo collects aggregated or de-identified first-party usage data through our [Snowplow collector](https://about.gitlab.com/handbook/business-technology/data-team/platform/snowplow/). This usage data includes the following metrics:
+GitLab Duo collects aggregated or de-identified first-party usage data through our [Snowplow collector](https://handbook.gitlab.com/handbook/business-technology/data-team/platform/snowplow/). This usage data includes the following metrics:
 
 - Number of unique users
 - Number of unique instances
diff --git a/doc/user/application_security/api_fuzzing/configuration/index.md b/doc/user/application_security/api_fuzzing/configuration/index.md
index e2e00321901..189ef14929c 100644
--- a/doc/user/application_security/api_fuzzing/configuration/index.md
+++ b/doc/user/application_security/api_fuzzing/configuration/index.md
@@ -1,7 +1,7 @@
 ---
 stage: Secure
 group: Dynamic Analysis
-info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://handbook.gitlab.com/handbook/product/ux/technical-writing/#assignments
 type: reference, howto
 ---
 
diff --git a/doc/user/application_security/api_fuzzing/configuration/overriding_analyzer_jobs.md b/doc/user/application_security/api_fuzzing/configuration/overriding_analyzer_jobs.md
index 48053fda15d..6cbfef904c6 100644
--- a/doc/user/application_security/api_fuzzing/configuration/overriding_analyzer_jobs.md
+++ b/doc/user/application_security/api_fuzzing/configuration/overriding_analyzer_jobs.md
@@ -1,7 +1,7 @@
 ---
 stage: Secure
 group: Dynamic Analysis
-info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://handbook.gitlab.com/handbook/product/ux/technical-writing/#assignments
 type: reference, howto
 ---
 
diff --git a/doc/user/application_security/api_fuzzing/configuration/requirements.md b/doc/user/application_security/api_fuzzing/configuration/requirements.md
index 2e615a5081c..372c4875c62 100644
--- a/doc/user/application_security/api_fuzzing/configuration/requirements.md
+++ b/doc/user/application_security/api_fuzzing/configuration/requirements.md
@@ -1,7 +1,7 @@
 ---
 stage: Secure
 group: Dynamic Analysis
-info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://handbook.gitlab.com/handbook/product/ux/technical-writing/#assignments
 type: reference, howto
 ---
 
diff --git a/doc/user/application_security/dast_api/configuration/index.md b/doc/user/application_security/dast_api/configuration/index.md
index e2e00321901..189ef14929c 100644
--- a/doc/user/application_security/dast_api/configuration/index.md
+++ b/doc/user/application_security/dast_api/configuration/index.md
@@ -1,7 +1,7 @@
 ---
 stage: Secure
 group: Dynamic Analysis
-info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://handbook.gitlab.com/handbook/product/ux/technical-writing/#assignments
 type: reference, howto
 ---
 
diff --git a/doc/user/application_security/dast_api/configuration/overriding_analyzer_jobs.md b/doc/user/application_security/dast_api/configuration/overriding_analyzer_jobs.md
index 949f02809fa..09636b1f968 100644
--- a/doc/user/application_security/dast_api/configuration/overriding_analyzer_jobs.md
+++ b/doc/user/application_security/dast_api/configuration/overriding_analyzer_jobs.md
@@ -1,7 +1,7 @@
 ---
 stage: Secure
 group: Dynamic Analysis
-info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://handbook.gitlab.com/handbook/product/ux/technical-writing/#assignments
 type: reference, howto
 ---
 
diff --git a/doc/user/application_security/dast_api/configuration/requirements.md b/doc/user/application_security/dast_api/configuration/requirements.md
index df98ff306af..7b3a60596fa 100644
--- a/doc/user/application_security/dast_api/configuration/requirements.md
+++ b/doc/user/application_security/dast_api/configuration/requirements.md
@@ -1,7 +1,7 @@
 ---
 stage: Secure
 group: Dynamic Analysis
-info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://handbook.gitlab.com/handbook/product/ux/technical-writing/#assignments
 type: reference, howto
 ---
 
diff --git a/doc/user/application_security/policies/index.md b/doc/user/application_security/policies/index.md
index 3f886b5be98..f4b19de4fe6 100644
--- a/doc/user/application_security/policies/index.md
+++ b/doc/user/application_security/policies/index.md
@@ -321,6 +321,7 @@ The workaround is to amend your group or instance push rules to allow branches f
   source and target branch. To ensure scan result policies capture the necessary results, confirm
   your scan execution is properly implemented and enforced. If using scan execution policies,
   enforcing on `all branches` often addresses this need.
+- Comparison in scan result policies depends on a successful and completed merge base pipeline. If the merge base pipeline is [skipped](../../../ci/pipelines/index.md#skip-a-pipeline), merge requests with the merge base pipeline are blocked.
 - When running scan execution policies based on a SAST action, ensure target repositories contain
   proper code files. SAST runs different analyzers
   [based on the types of files in the repository](../sast/index.md#supported-languages-and-frameworks),
diff --git a/doc/user/group/epics/manage_epics.md b/doc/user/group/epics/manage_epics.md
index 427b720bf56..eab6a99827c 100644
--- a/doc/user/group/epics/manage_epics.md
+++ b/doc/user/group/epics/manage_epics.md
@@ -467,7 +467,7 @@ You can create a spreadsheet template to manage a pattern of consistently repeat
 <i class="fa fa-youtube-play youtube" aria-hidden="true"></i>
 For an introduction to epic templates, see [GitLab Epics and Epic Template Tip](https://www.youtube.com/watch?v=D74xKFNw8vg).
 
-For more on epic templates, see [Epic Templates - Repeatable sets of issues](https://about.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/getting-started/104/).
+For more on epic templates, see [Epic Templates - Repeatable sets of issues](https://handbook.gitlab.com/handbook/marketing/brand-and-product-marketing/product-and-solution-marketing/getting-started/104/).
 
 ## Multi-level child epics
 
diff --git a/doc/user/group/saml_sso/troubleshooting_scim.md b/doc/user/group/saml_sso/troubleshooting_scim.md
index e214198e94b..b8265ebcc20 100644
--- a/doc/user/group/saml_sso/troubleshooting_scim.md
+++ b/doc/user/group/saml_sso/troubleshooting_scim.md
@@ -146,7 +146,7 @@ DETAILS:
 **Offering:** SaaS
 
 GitLab.com administrators can search for SCIM requests in the `api_json.log` using the `pubsub-rails-inf-gprd-*` index in
-[Kibana](https://about.gitlab.com/handbook/support/workflows/kibana.html#using-kibana). Use the following filters based
+[Kibana](https://handbook.gitlab.com/handbook/support/workflows/kibana/#using-kibana). Use the following filters based
 on the internal [group SCIM API](../../../development/internal_api/index.md#group-scim-api):
 
 - `json.path`: `/scim/v2/groups/<group-path>`
diff --git a/doc/user/profile/index.md b/doc/user/profile/index.md
index 3f546d8cf84..600af57f4a8 100644
--- a/doc/user/profile/index.md
+++ b/doc/user/profile/index.md
@@ -40,7 +40,7 @@ Prerequisites:
 - Your namespace must not:
   - Contain a project with [Container Registry](../packages/container_registry/index.md) tags.
   - Have a project that hosts [GitLab Pages](../project/pages/index.md). For more information,
-  see [changing your username in the GitLab Team Handbook](https://about.gitlab.com/handbook/tools-and-tips/#change-your-username-at-gitlabcom).
+  see [changing your username in the GitLab Team Handbook](https://handbook.gitlab.com/handbook/tools-and-tips/#change-your-username-at-gitlabcom).
 - Your username must be between 2 and 255 characters in length, and must not:
   - Contain special characters or emoji.
   - End with `.<reserved file extension>`, for example `jon.png`. However, `jonpng` is valid.
diff --git a/doc/user/project/repository/code_suggestions/index.md b/doc/user/project/repository/code_suggestions/index.md
index 03eb9131c6d..4f5a3c93b52 100644
--- a/doc/user/project/repository/code_suggestions/index.md
+++ b/doc/user/project/repository/code_suggestions/index.md
@@ -116,7 +116,7 @@ GitLab selects the best-in-class large-language models for specific tasks. We us
 
 ### Telemetry
 
-For self-managed instances that have enabled Code Suggestions and for SaaS accounts, we collect aggregated or de-identified first-party usage data through our [Snowplow collector](https://about.gitlab.com/handbook/business-technology/data-team/platform/snowplow/). This usage data includes the following metrics:
+For self-managed instances that have enabled Code Suggestions and for SaaS accounts, we collect aggregated or de-identified first-party usage data through our [Snowplow collector](https://handbook.gitlab.com/handbook/business-technology/data-team/platform/snowplow/). This usage data includes the following metrics:
 
 - Language the code suggestion was in (for example, Python)
 - Editor being used (for example, VS Code)
diff --git a/spec/frontend/sidebar/components/todo_toggle/__snapshots__/todo_spec.js.snap b/spec/frontend/sidebar/components/todo_toggle/__snapshots__/todo_spec.js.snap
index b5d8d31f88f..b6299a9a4f2 100644
--- a/spec/frontend/sidebar/components/todo_toggle/__snapshots__/todo_spec.js.snap
+++ b/spec/frontend/sidebar/components/todo_toggle/__snapshots__/todo_spec.js.snap
@@ -3,7 +3,7 @@
 exports[`SidebarTodo template renders component container element with proper data attributes 1`] = `
 <button
   aria-label="Mark as done"
-  class="btn btn-default btn-todo float-right gl-button issuable-header-btn"
+  class="btn btn-default btn-todo gl-button gl-float-right issuable-header-btn"
   data-issuable-id="1"
   data-issuable-type="epic"
   type="button"
diff --git a/spec/frontend/sidebar/components/todo_toggle/todo_spec.js b/spec/frontend/sidebar/components/todo_toggle/todo_spec.js
index 4da915f0dd3..6b096090dcf 100644
--- a/spec/frontend/sidebar/components/todo_toggle/todo_spec.js
+++ b/spec/frontend/sidebar/components/todo_toggle/todo_spec.js
@@ -23,7 +23,7 @@ describe('SidebarTodo', () => {
 
   it.each`
     state    | classes
-    ${false} | ${['gl-button', 'btn', 'btn-default', 'btn-todo', 'issuable-header-btn', 'float-right']}
+    ${false} | ${['gl-button', 'btn', 'btn-default', 'btn-todo', 'issuable-header-btn', 'gl-float-right']}
     ${true}  | ${['btn-blank', 'btn-todo', 'sidebar-collapsed-icon', 'js-dont-change-state']}
   `('returns todo button classes for when `collapsed` prop is `$state`', ({ state, classes }) => {
     createComponent({ collapsed: state });