diff --git a/app/assets/javascripts/boards/components/board_list_header.vue b/app/assets/javascripts/boards/components/board_list_header.vue
index 2a00536930d..a4baa375fdf 100644
--- a/app/assets/javascripts/boards/components/board_list_header.vue
+++ b/app/assets/javascripts/boards/components/board_list_header.vue
@@ -8,6 +8,7 @@ import {
   GlIcon,
   GlSprintf,
   GlTooltipDirective,
+  GlAnimatedChevronLgRightDownIcon,
 } from '@gitlab/ui';
 import { isListDraggable } from '~/boards/boards_util';
 import { isScopedLabel, parseBoolean } from '~/lib/utils/common_utils';
@@ -46,6 +47,7 @@ export default {
     GlTooltip,
     GlIcon,
     GlSprintf,
+    GlAnimatedChevronLgRightDownIcon,
     ItemCount,
   },
   directives: {
@@ -153,9 +155,6 @@ export default {
     chevronTooltip() {
       return this.list.collapsed ? this.$options.i18n.expand : this.$options.i18n.collapse;
     },
-    chevronIcon() {
-      return this.list.collapsed ? 'chevron-lg-right' : 'chevron-lg-down';
-    },
     isNewIssueShown() {
       return (this.listType === ListType.backlog || this.showListHeaderButton) && !this.isEpicBoard;
     },
@@ -344,8 +343,7 @@ export default {
         v-gl-tooltip.hover
         :aria-label="chevronTooltip"
         :title="chevronTooltip"
-        :icon="chevronIcon"
-        class="board-title-caret no-drag gl-cursor-pointer hover:gl-bg-strong"
+        class="board-title-caret no-drag btn-icon gl-cursor-pointer hover:gl-bg-strong"
         :class="{
           '-gl-mt-1': list.collapsed && isLabelList,
           'gl-mb-2': list.collapsed && isLabelList && !isSwimlanesHeader,
@@ -356,7 +354,9 @@ export default {
         size="small"
         data-testid="board-title-caret"
         @click="toggleExpanded"
-      />
+      >
+        <gl-animated-chevron-lg-right-down-icon :is-on="!list.collapsed" />
+      </gl-button>
       <!-- EE start -->
 
       <a
diff --git a/app/assets/javascripts/notes/components/toggle_replies_widget.vue b/app/assets/javascripts/notes/components/toggle_replies_widget.vue
index c15bc1352ef..bddd8db7671 100644
--- a/app/assets/javascripts/notes/components/toggle_replies_widget.vue
+++ b/app/assets/javascripts/notes/components/toggle_replies_widget.vue
@@ -1,5 +1,13 @@
 <script>
-import { GlButton, GlLink, GlSprintf, GlAvatarLink, GlAvatar, GlAvatarsInline } from '@gitlab/ui';
+import {
+  GlButton,
+  GlLink,
+  GlSprintf,
+  GlAvatarLink,
+  GlAvatar,
+  GlAvatarsInline,
+  GlAnimatedChevronRightDownIcon,
+} from '@gitlab/ui';
 import { uniqBy } from 'lodash';
 import { s__ } from '~/locale';
 import TimeAgoTooltip from '~/vue_shared/components/time_ago_tooltip.vue';
@@ -17,6 +25,7 @@ export default {
     GlAvatarLink,
     GlAvatar,
     GlAvatarsInline,
+    GlAnimatedChevronRightDownIcon,
     TimeAgoTooltip,
   },
   props: {
@@ -38,9 +47,6 @@ export default {
 
       return uniqBy(authors, 'username');
     },
-    buttonIcon() {
-      return this.collapsed ? 'chevron-right' : 'chevron-down';
-    },
     buttonLabel() {
       return this.collapsed ? this.$options.i18n.expandReplies : this.$options.i18n.collapseReplies;
     },
@@ -65,15 +71,16 @@ export default {
   >
     <gl-button
       ref="toggle"
-      class="gl-my-2 -gl-ml-3 gl-mr-2 !gl-p-0"
+      class="btn-icon gl-my-2 -gl-ml-3 gl-mr-2 !gl-p-0"
       :class="{ '!gl-text-link': !collapsed }"
       category="tertiary"
-      :icon="buttonIcon"
       :aria-label="buttonLabel"
       data-testid="replies-toggle"
       size="small"
       @click="toggle"
-    />
+    >
+      <gl-animated-chevron-right-down-icon :is-on="!collapsed" />
+    </gl-button>
     <template v-if="collapsed">
       <gl-avatars-inline
         :avatars="uniqueAuthors"
diff --git a/app/assets/javascripts/ref/components/ref_selector.vue b/app/assets/javascripts/ref/components/ref_selector.vue
index b2022edf0f4..dff7217149d 100644
--- a/app/assets/javascripts/ref/components/ref_selector.vue
+++ b/app/assets/javascripts/ref/components/ref_selector.vue
@@ -115,7 +115,13 @@ export default {
       };
     },
     listBoxItems() {
-      return formatListBoxItems(this.branches, this.tags, this.commits);
+      const { branches, tags, commits } = this;
+      const selectedRef =
+        this.branches.find((ref) => (ref.value ?? ref.name) === this.selectedRef) ||
+        this.tags.find((ref) => (ref.value ?? ref.name) === this.selectedRef) ||
+        this.commits.find((ref) => (ref.value ?? ref.name) === this.selectedRef);
+
+      return formatListBoxItems({ branches, tags, commits, selectedRef });
     },
     branches() {
       return this.enabledRefTypes.includes(REF_TYPE_BRANCHES) ? this.matches.branches.list : [];
@@ -254,6 +260,9 @@ export default {
     totalCountText(count) {
       return count > 999 ? this.i18n.totalCountLabel : `${count}`;
     },
+    isSelectedGroup(text) {
+      return text === this.i18n.selected;
+    },
   },
 };
 </script>
@@ -281,7 +290,10 @@ export default {
       @select="selectRef"
     >
       <template #group-label="{ group }">
-        {{ group.text }} <gl-badge>{{ totalCountText(group.options.length) }}</gl-badge>
+        {{ group.text }}
+        <gl-badge v-if="!isSelectedGroup(group.text)" data-testid="count">{{
+          totalCountText(group.options.length)
+        }}</gl-badge>
       </template>
       <template #list-item="{ item }">
         {{ item.text }}
diff --git a/app/assets/javascripts/ref/constants.js b/app/assets/javascripts/ref/constants.js
index 7347985a004..1b49ea0be0d 100644
--- a/app/assets/javascripts/ref/constants.js
+++ b/app/assets/javascripts/ref/constants.js
@@ -25,6 +25,7 @@ export const DEFAULT_I18N = Object.freeze({
   branchesErrorMessage: __('An error occurred while fetching branches. Retry the search.'),
   tagsErrorMessage: __('An error occurred while fetching tags. Retry the search.'),
   commitsErrorMessage: __('An error occurred while fetching commits. Retry the search.'),
+  selected: __('Selected'),
   branches: __('Branches'),
   tags: __('Tags'),
   commits: __('Commits'),
diff --git a/app/assets/javascripts/ref/format_refs.js b/app/assets/javascripts/ref/format_refs.js
index 2c7edb3a8ea..8833e0944d0 100644
--- a/app/assets/javascripts/ref/format_refs.js
+++ b/app/assets/javascripts/ref/format_refs.js
@@ -14,23 +14,28 @@ function convertToListBoxItems(items) {
  * @param branches list of branches
  * @param tags list of tags
  * @param commits list of commits
+ * @param selectedRef the currently selected ref
  * @returns {*[]} array of group items with header and options
  */
-export const formatListBoxItems = (branches, tags, commits) => {
+export const formatListBoxItems = ({ branches, tags, commits, selectedRef }) => {
   const listBoxItems = [];
 
-  const addToFinalResult = (items, header) => {
-    if (items && items.length > 0) {
-      listBoxItems.push({
-        text: header,
-        options: convertToListBoxItems(items).sort(
-          // Sort by default first: converts booleans to 1/0 for numeric comparison
-          (a, b) => Boolean(b.default) - Boolean(a.default),
-        ),
-      });
-    }
+  const addToFinalResult = (items, header, shouldFilter = true) => {
+    if (!items) return;
+    const filteredItems =
+      shouldFilter && selectedRef ? items.filter((item) => item !== selectedRef) : items; // Filter out the selected
+
+    if (!filteredItems?.length) return;
+    listBoxItems.push({
+      text: header,
+      options: convertToListBoxItems(filteredItems).sort(
+        // Sort by default first: converts booleans to 1/0 for numeric comparison
+        (a, b) => Boolean(b.default) - Boolean(a.default),
+      ),
+    });
   };
 
+  if (selectedRef) addToFinalResult([selectedRef], DEFAULT_I18N.selected, false);
   addToFinalResult(branches, DEFAULT_I18N.branches);
   addToFinalResult(tags, DEFAULT_I18N.tags);
   addToFinalResult(commits, DEFAULT_I18N.commits);
diff --git a/db/docs/batched_background_migrations/backfill_incident_management_pending_issue_escalations_namespace_id.yml b/db/docs/batched_background_migrations/backfill_incident_management_pending_issue_escalations_namespace_id.yml
index 2bf1af10873..564a6c7e30d 100644
--- a/db/docs/batched_background_migrations/backfill_incident_management_pending_issue_escalations_namespace_id.yml
+++ b/db/docs/batched_background_migrations/backfill_incident_management_pending_issue_escalations_namespace_id.yml
@@ -5,4 +5,4 @@ feature_category: incident_management
 introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/183047
 milestone: '17.10'
 queued_migration_version: 20250228142823
-finalized_by: # version of the migration that finalized this BBM
+finalized_by: '20250603155038'
diff --git a/db/post_migrate/20250603155038_finalize_backfill_incident_management_pending_issue_escalations_namespace_id.rb b/db/post_migrate/20250603155038_finalize_backfill_incident_management_pending_issue_escalations_namespace_id.rb
new file mode 100644
index 00000000000..430eb6908ab
--- /dev/null
+++ b/db/post_migrate/20250603155038_finalize_backfill_incident_management_pending_issue_escalations_namespace_id.rb
@@ -0,0 +1,20 @@
+# frozen_string_literal: true
+
+class FinalizeBackfillIncidentManagementPendingIssueEscalationsNamespaceId < Gitlab::Database::Migration[2.3]
+  milestone '18.1'
+  disable_ddl_transaction!
+
+  restrict_gitlab_migration gitlab_schema: :gitlab_main_cell
+
+  def up
+    ensure_batched_background_migration_is_finished(
+      job_class_name: 'BackfillIncidentManagementPendingIssueEscalationsNamespaceId',
+      table_name: :incident_management_pending_issue_escalations,
+      column_name: :id,
+      job_arguments: [:namespace_id, :issues, :namespace_id, :issue_id],
+      finalize: true
+    )
+  end
+
+  def down; end
+end
diff --git a/db/schema_migrations/20250603155038 b/db/schema_migrations/20250603155038
new file mode 100644
index 00000000000..a0acaba53fd
--- /dev/null
+++ b/db/schema_migrations/20250603155038
@@ -0,0 +1 @@
+c5b276093e9f442ba6c2a02497e87da2aae5b2fb5b693c5bd3549de6f278a6fe
\ No newline at end of file
diff --git a/doc/administration/postgresql/external_upgrade.md b/doc/administration/postgresql/external_upgrade.md
index f5cc45d1074..98a00527df7 100644
--- a/doc/administration/postgresql/external_upgrade.md
+++ b/doc/administration/postgresql/external_upgrade.md
@@ -42,7 +42,7 @@ to refresh the `pg_statistic` table after a major version upgrade, because optim
 This should be done for all databases on the upgraded PostgreSQL service/instance/cluster.
 
 When you plan your maintenance window, you should include the `ANALYZE` duration
-because GitLab performance might be significantly degraded during this operation.
+because this operation might significantly degrade GitLab performance.
 
 To speed up the `ANALYZE` operation, use the
 [`vacuumdb` utility](https://www.postgresql.org/docs/16/app-vacuumdb.html),
diff --git a/doc/api/keys.md b/doc/api/keys.md
index 0adbf7889fc..67ca27991c0 100644
--- a/doc/api/keys.md
+++ b/doc/api/keys.md
@@ -30,7 +30,7 @@ Example request:
 
 ```shell
 curl --header "PRIVATE-TOKEN: <your_access_token>" \
-  "https://gitlab.example.com/api/v4/keys/1"
+  --url "https://gitlab.example.com/api/v4/keys/1"
 ```
 
 ```json
@@ -92,7 +92,7 @@ Example request:
 
 ```shell
 curl --header "PRIVATE-TOKEN: <your_access_token>" \
-  "https://gitlab.example.com/api/v4/keys?fingerprint=ba:81:59:68:d7:6c:cd:02:02:bf:6a:9b:55:4e:af:d1"
+  --url "https://gitlab.example.com/api/v4/keys?fingerprint=ba:81:59:68:d7:6c:cd:02:02:bf:6a:9b:55:4e:af:d1"
 ```
 
 Example response:
@@ -152,14 +152,14 @@ Example request with an MD5 fingerprint:
 
 ```shell
 curl --header "PRIVATE-TOKEN: <your_access_token>" \
-  "https://gitlab.example.com/api/v4/keys?fingerprint=ba:81:59:68:d7:6c:cd:02:02:bf:6a:9b:55:4e:af:d1"
+  --url "https://gitlab.example.com/api/v4/keys?fingerprint=ba:81:59:68:d7:6c:cd:02:02:bf:6a:9b:55:4e:af:d1"
 ```
 
 In this SHA256 example, `/` is represented by `%2F` and `:` is represented by`%3A`:
 
 ```shell
 curl --header "PRIVATE-TOKEN: <your_access_token>" \
-  "https://gitlab.example.com/api/v4/keys?fingerprint=SHA256%3AnUhzNyftwADy8AH3wFY31tAKs7HufskYTte2aXo%2FlCg"
+  --url "https://gitlab.example.com/api/v4/keys?fingerprint=SHA256%3AnUhzNyftwADy8AH3wFY31tAKs7HufskYTte2aXo%2FlCg"
 ```
 
 Example response:
diff --git a/doc/user/gitlab_duo/setup.md b/doc/user/gitlab_duo/setup.md
index cbbe157b358..7d3582151f5 100644
--- a/doc/user/gitlab_duo/setup.md
+++ b/doc/user/gitlab_duo/setup.md
@@ -23,7 +23,7 @@ To use GitLab Duo on a GitLab Self-Managed instance, you can do either of the fo
 
 {{< alert type="note" >}}
 
-You must have an Ultimate subscription with the GitLab Duo Enterprise add-on to use GitLab Duo Self-Hosted.
+You must have a Premium or Ultimate subscription with the GitLab Duo Enterprise add-on to use GitLab Duo Self-Hosted.
 
 {{< /alert >}}
 
diff --git a/doc/user/project/codeowners/reference.md b/doc/user/project/codeowners/reference.md
index d123bce0751..eb27069062f 100644
--- a/doc/user/project/codeowners/reference.md
+++ b/doc/user/project/codeowners/reference.md
@@ -49,7 +49,8 @@ README @group @group/with-nested/subgroup
 # Specify a Code Owner to a directory and all its contents:
 /docs/ @all-docs
 /docs/* @root-docs
-/docs/**/*.md @root-docs
+/docs/**/*.md @markdown-docs  # Match specific file types in any subdirectory
+/db/**/index.md @index-docs   # Match a specific file name in any subdirectory
 
 # Use a section to group related rules:
 [Documentation]
@@ -380,16 +381,16 @@ file in any directory or subdirectory of the repository.
 
 ### Directory paths
 
-Paths ending with `/` match any file in the directory:
+End a path with `/` to match all files in the directory and its subdirectories:
 
 ```plaintext
-# This is the same as `/docs/**/*`
+# Matches all files in /docs/ and its subdirectories
 /docs/
 ```
 
 ### Wildcard paths
 
-Use wildcards to match multiple characters:
+Use `*` to match multiple characters:
 
 ```plaintext
 # Any markdown files in the docs directory
@@ -410,13 +411,16 @@ Use wildcards to match multiple characters:
 
 ### Globstar paths
 
-Use `**` to match zero or more directories recursively:
+Use `**` to match files or patterns across multiple directory levels:
 
 ```plaintext
-# Matches /docs/index.md, /docs/api/index.md, and /docs/api/graphql/index.md.
+# For example: /docs/index.md, /docs/api/index.md, and /docs/api/graphql/index.md.
 /docs/**/index.md
 ```
 
+To match all files in a directory,
+use [directory paths](#directory-paths) with a trailing slash (`/`).
+
 ### Exclusion patterns
 
 {{< history >}}
@@ -476,7 +480,7 @@ The following guidelines explain how exclusion patterns behave:
   !/config/**/*.rb        # Config Ruby files don't need Ruby team approval.
 
   [Config]
-  /config/**/* @ops-team  # Config files still require ops-team approval.
+  /config/ @ops-team      # Config files still require ops-team approval.
   ```
 
 - Use exclusions for files that are automatically updated:
@@ -487,7 +491,7 @@ The following guidelines explain how exclusion patterns behave:
   # Files updated by automation don't need approval.
   !package-lock.json
   !yarn.lock
-  !**/generated/**/*      # Any files in generated directories.
+  !**/generated/          # Any files in generated directories.
   !.gitlab-ci.yml
   ```
 
diff --git a/doc/user/project/members/sharing_projects_groups.md b/doc/user/project/members/sharing_projects_groups.md
index f828aac1432..d1fe6907ba7 100644
--- a/doc/user/project/members/sharing_projects_groups.md
+++ b/doc/user/project/members/sharing_projects_groups.md
@@ -224,7 +224,7 @@ When this setting is enabled:
 
 {{< alert type="note" >}}
 
-After you [specify a user cap for the group](../../group/manage.md#specify-a-user-cap-for-a-group), you cannot disable this setting.
+After you [specify a user cap for the group](../../group/manage.md#specify-a-user-cap-for-a-group) or if you [turn on restricted access](../../group/manage.md#turn-on-restricted-access), you cannot disable this setting.
 
 {{< /alert >}}
 
diff --git a/lib/api/lint.rb b/lib/api/lint.rb
index fec7ac7e49b..241967e6c47 100644
--- a/lib/api/lint.rb
+++ b/lib/api/lint.rb
@@ -3,6 +3,11 @@
 module API
   class Lint < ::API::Base
     feature_category :pipeline_composition
+    include APIGuard
+
+    allow_access_with_scope :ai_workflows, if: ->(request) do
+      request.post?
+    end
 
     resource :projects, requirements: API::NAMESPACE_OR_PROJECT_REQUIREMENTS do
       desc 'Validates a CI YAML configuration with a namespace' do
diff --git a/qa/gems/gitlab-orchestrator/lib/gitlab/orchestrator/lib/deployment/default_values.rb b/qa/gems/gitlab-orchestrator/lib/gitlab/orchestrator/lib/deployment/default_values.rb
index 3180159d6d2..1272f99af8e 100644
--- a/qa/gems/gitlab-orchestrator/lib/gitlab/orchestrator/lib/deployment/default_values.rb
+++ b/qa/gems/gitlab-orchestrator/lib/gitlab/orchestrator/lib/deployment/default_values.rb
@@ -35,6 +35,13 @@ module Gitlab
                   }
                 }
               },
+              postgresql: {
+                primary: {
+                  extraEnvVars: [
+                    { name: "POSTGRESQL_MAX_CONNECTIONS", value: "200" }
+                  ]
+                }
+              },
               gitlab: { "gitlab-exporter": { enabled: false } },
               redis: { metrics: { enabled: false } },
               prometheus: { install: false },
diff --git a/qa/gems/gitlab-orchestrator/lib/gitlab/orchestrator/lib/deployment/resource_presets.rb b/qa/gems/gitlab-orchestrator/lib/gitlab/orchestrator/lib/deployment/resource_presets.rb
index a67cb9e11f6..8ebb9846c7a 100644
--- a/qa/gems/gitlab-orchestrator/lib/gitlab/orchestrator/lib/deployment/resource_presets.rb
+++ b/qa/gems/gitlab-orchestrator/lib/gitlab/orchestrator/lib/deployment/resource_presets.rb
@@ -3,7 +3,7 @@
 module Gitlab
   module Orchestrator
     module Deployment
-      # Kubernetes resource request/limit presets optimised for different usecases
+      # Kubernetes resource request/limit presets optimized for different usecases
       #
       class ResourcePresets
         DEFAULT = "default"
@@ -23,8 +23,11 @@ module Gitlab
           # Different resources presets and replicas count
           #
           # Prefer vertical scaling over hpa for test stability
-          # Waiting for new pods to scale will lead to test flakiness and makes log reading harder
-          #
+          #   as waiting for new pods to scale will lead to test flakiness
+          # Configure most pods with minReplicas: 1 to simplify debugging
+          #   by having less logs files to review
+          # To scale webservice and sidekiq, concurrency parameters need to be adjusted together
+          #   with cpu and memory values
           # @return [Hash]
           def presets
             @presets ||= {
@@ -46,25 +49,45 @@ module Gitlab
                   },
                   kas: {
                     minReplicas: 1,
-                    resources: resources("100m", "256Mi")
+                    resources: resources("40m", "96Mi")
                   },
-                  gitlab_shell: {
+                  # TODO: if limits are defined, git operations start failing in e2e tests, investigate potential cause
+                  # https://gitlab.com/gitlab-org/quality/quality-engineering/team-tasks/-/issues/3699
+                  "gitlab-shell": {
                     minReplicas: 1,
-                    resources: resources("80m", "16Mi")
+                    resources: resources("30m", "16Mi", no_limits: true)
                   },
                   gitaly: {
                     resources: resources("300m", "300Mi")
+                  },
+                  toolbox: {
+                    resources: resources("50m", "128Mi", "1100m", "1Gi")
                   }
                 },
                 registry: {
-                  resources: resources("50m", "100Mi"),
+                  resources: resources("40m", "96Mi"),
                   hpa: {
                     minReplicas: 1,
                     **cpu_utilization
                   }
                 },
                 minio: {
-                  resources: resources("15m", "128Mi")
+                  resources: resources("30m", "32Mi")
+                },
+                "nginx-ingress": {
+                  controller: {
+                    resources: resources("30m", "256Mi")
+                  }
+                },
+                postgresql: {
+                  primary: {
+                    resources: resources("400m", "1Gi")
+                  }
+                },
+                redis: {
+                  master: {
+                    resources: resources("50m", "16Mi")
+                  }
                 }
               },
               # This preset is optimized for running e2e tests in parallel
@@ -73,7 +96,8 @@ module Gitlab
                   webservice: {
                     workerProcesses: 4,
                     minReplicas: 1,
-                    resources: resources(3, "4500Mi"),
+                    # See https://docs.gitlab.com/charts/charts/gitlab/webservice/#memory-requestslimits
+                    resources: resources(3, "5Gi", 3, "7Gi"),
                     hpa: cpu_utilization
                   },
                   sidekiq: {
@@ -84,27 +108,49 @@ module Gitlab
                   },
                   kas: {
                     minReplicas: 1,
-                    resources: resources("100m", "256Mi"),
+                    resources: resources("60m", "96Mi"),
                     hpa: cpu_utilization
                   },
-                  gitlab_shell: {
+                  # TODO: if limits are defined, git operations start failing in e2e tests, investigate potential cause
+                  # https://gitlab.com/gitlab-org/quality/quality-engineering/team-tasks/-/issues/3699
+                  "gitlab-shell": {
                     minReplicas: 1,
-                    resources: resources("24m", "32Mi"),
+                    resources: resources("60m", "32Mi", no_limits: true),
                     hpa: cpu_utilization
                   },
                   gitaly: {
-                    resources: resources("450m", "450Mi")
+                    resources: resources("400m", "384Mi")
+                  },
+                  # Toolbox create peak load during startup but then consumes very little
+                  # Set high limit value but don't request full amount to avoid unnecessary lock
+                  toolbox: {
+                    resources: resources("50m", "128Mi", "1100m", "1Gi")
                   }
                 },
                 registry: {
-                  resources: resources("100m", "200Mi"),
+                  resources: resources("50m", "128Mi"),
                   hpa: {
                     minReplicas: 1,
                     **cpu_utilization
                   }
                 },
                 minio: {
-                  resources: resources("20m", "256Mi")
+                  resources: resources("50m", "32Mi")
+                },
+                "nginx-ingress": {
+                  controller: {
+                    resources: resources("30m", "256Mi")
+                  }
+                },
+                postgresql: {
+                  primary: {
+                    resources: resources("600m", "1536Mi")
+                  }
+                },
+                redis: {
+                  master: {
+                    resources: resources("100m", "16Mi")
+                  }
                 }
               }
             }
@@ -118,8 +164,9 @@ module Gitlab
           # @param [String] memory_r
           # @param [<String, Integer>] cpu_l
           # @param [String] memory_l
+          # @param [Boolean] no_limits if true, skip limit definition
           # @return [Hash]
-          def resources(cpu_r, memory_r, cpu_l = nil, memory_l = nil)
+          def resources(cpu_r, memory_r, cpu_l = nil, memory_l = nil, no_limits: false)
             cpu_l ||= cpu_r
             memory_l ||= memory_r
 
@@ -127,16 +174,22 @@ module Gitlab
               requests: {
                 cpu: cpu_r,
                 memory: memory_r
-              },
-              limits: {
+              }
+            }.tap do |definition|
+              next if no_limits
+
+              definition[:limits] = {
                 cpu: cpu_l,
                 memory: memory_l
               }
-            }
+            end
           end
 
           # Common hpa cpu utilization config
           #
+          # It is recommended to keep value high to avoid scaling entirely
+          # To improve test stability, prefer vertical scaling over horizontal
+          #
           # @return [Hash]
           def cpu_utilization
             @cpu_utilization ||= {
diff --git a/qa/gems/gitlab-orchestrator/spec/unit/gitlab/orchestrator/deployment/default_values_spec.rb b/qa/gems/gitlab-orchestrator/spec/unit/gitlab/orchestrator/deployment/default_values_spec.rb
index ec08254b5ab..bcfcd7cd424 100644
--- a/qa/gems/gitlab-orchestrator/spec/unit/gitlab/orchestrator/deployment/default_values_spec.rb
+++ b/qa/gems/gitlab-orchestrator/spec/unit/gitlab/orchestrator/deployment/default_values_spec.rb
@@ -64,6 +64,13 @@ RSpec.describe Gitlab::Orchestrator::Deployment::DefaultValues do
           }
         }
       },
+      postgresql: {
+        primary: {
+          extraEnvVars: [
+            { name: "POSTGRESQL_MAX_CONNECTIONS", value: "200" }
+          ]
+        }
+      },
       gitlab: { "gitlab-exporter": { enabled: false } },
       redis: { metrics: { enabled: false } },
       prometheus: { install: false },
diff --git a/qa/gems/gitlab-orchestrator/spec/unit/gitlab/orchestrator/deployment/resource_presets_spec.rb b/qa/gems/gitlab-orchestrator/spec/unit/gitlab/orchestrator/deployment/resource_presets_spec.rb
index c86f2afd041..351e5dab8d8 100644
--- a/qa/gems/gitlab-orchestrator/spec/unit/gitlab/orchestrator/deployment/resource_presets_spec.rb
+++ b/qa/gems/gitlab-orchestrator/spec/unit/gitlab/orchestrator/deployment/resource_presets_spec.rb
@@ -26,15 +26,14 @@ RSpec.describe Gitlab::Orchestrator::Deployment::ResourcePresets do
         kas: {
           minReplicas: 1,
           resources: {
-            requests: { cpu: "100m", memory: "256Mi" },
-            limits: { cpu: "100m", memory: "256Mi" }
+            requests: { cpu: "40m", memory: "96Mi" },
+            limits: { cpu: "40m", memory: "96Mi" }
           }
         },
-        gitlab_shell: {
+        "gitlab-shell": {
           minReplicas: 1,
           resources: {
-            requests: { cpu: "80m", memory: "16Mi" },
-            limits: { cpu: "80m", memory: "16Mi" }
+            requests: { cpu: "30m", memory: "16Mi" }
           }
         },
         gitaly: {
@@ -42,12 +41,18 @@ RSpec.describe Gitlab::Orchestrator::Deployment::ResourcePresets do
             requests: { cpu: "300m", memory: "300Mi" },
             limits: { cpu: "300m", memory: "300Mi" }
           }
+        },
+        toolbox: {
+          resources: {
+            requests: { cpu: "50m", memory: "128Mi" },
+            limits: { cpu: "1100m", memory: "1Gi" }
+          }
         }
       },
       registry: {
         resources: {
-          requests: { cpu: "50m", memory: "100Mi" },
-          limits: { cpu: "50m", memory: "100Mi" }
+          requests: { cpu: "40m", memory: "96Mi" },
+          limits: { cpu: "40m", memory: "96Mi" }
         },
         hpa: {
           minReplicas: 1,
@@ -59,8 +64,32 @@ RSpec.describe Gitlab::Orchestrator::Deployment::ResourcePresets do
       },
       minio: {
         resources: {
-          requests: { cpu: "15m", memory: "128Mi" },
-          limits: { cpu: "15m", memory: "128Mi" }
+          requests: { cpu: "30m", memory: "32Mi" },
+          limits: { cpu: "30m", memory: "32Mi" }
+        }
+      },
+      "nginx-ingress": {
+        controller: {
+          resources: {
+            requests: { cpu: "30m", memory: "256Mi" },
+            limits: { cpu: "30m", memory: "256Mi" }
+          }
+        }
+      },
+      postgresql: {
+        primary: {
+          resources: {
+            requests: { cpu: "400m", memory: "1Gi" },
+            limits: { cpu: "400m", memory: "1Gi" }
+          }
+        }
+      },
+      redis: {
+        master: {
+          resources: {
+            requests: { cpu: "50m", memory: "16Mi" },
+            limits: { cpu: "50m", memory: "16Mi" }
+          }
         }
       }
     })
@@ -73,8 +102,8 @@ RSpec.describe Gitlab::Orchestrator::Deployment::ResourcePresets do
           workerProcesses: 4,
           minReplicas: 1,
           resources: {
-            requests: { cpu: 3, memory: "4500Mi" },
-            limits: { cpu: 3, memory: "4500Mi" }
+            requests: { cpu: 3, memory: "5Gi" },
+            limits: { cpu: 3, memory: "7Gi" }
           },
           hpa: {
             cpu: {
@@ -100,8 +129,8 @@ RSpec.describe Gitlab::Orchestrator::Deployment::ResourcePresets do
         kas: {
           minReplicas: 1,
           resources: {
-            requests: { cpu: "100m", memory: "256Mi" },
-            limits: { cpu: "100m", memory: "256Mi" }
+            requests: { cpu: "60m", memory: "96Mi" },
+            limits: { cpu: "60m", memory: "96Mi" }
           },
           hpa: {
             cpu: {
@@ -110,11 +139,10 @@ RSpec.describe Gitlab::Orchestrator::Deployment::ResourcePresets do
             }
           }
         },
-        gitlab_shell: {
+        "gitlab-shell": {
           minReplicas: 1,
           resources: {
-            requests: { cpu: "24m", memory: "32Mi" },
-            limits: { cpu: "24m", memory: "32Mi" }
+            requests: { cpu: "60m", memory: "32Mi" }
           },
           hpa: {
             cpu: {
@@ -125,15 +153,21 @@ RSpec.describe Gitlab::Orchestrator::Deployment::ResourcePresets do
         },
         gitaly: {
           resources: {
-            requests: { cpu: "450m", memory: "450Mi" },
-            limits: { cpu: "450m", memory: "450Mi" }
+            requests: { cpu: "400m", memory: "384Mi" },
+            limits: { cpu: "400m", memory: "384Mi" }
+          }
+        },
+        toolbox: {
+          resources: {
+            requests: { cpu: "50m", memory: "128Mi" },
+            limits: { cpu: "1100m", memory: "1Gi" }
           }
         }
       },
       registry: {
         resources: {
-          requests: { cpu: "100m", memory: "200Mi" },
-          limits: { cpu: "100m", memory: "200Mi" }
+          requests: { cpu: "50m", memory: "128Mi" },
+          limits: { cpu: "50m", memory: "128Mi" }
         },
         hpa: {
           minReplicas: 1,
@@ -145,8 +179,32 @@ RSpec.describe Gitlab::Orchestrator::Deployment::ResourcePresets do
       },
       minio: {
         resources: {
-          requests: { cpu: "20m", memory: "256Mi" },
-          limits: { cpu: "20m", memory: "256Mi" }
+          requests: { cpu: "50m", memory: "32Mi" },
+          limits: { cpu: "50m", memory: "32Mi" }
+        }
+      },
+      "nginx-ingress": {
+        controller: {
+          resources: {
+            requests: { cpu: "30m", memory: "256Mi" },
+            limits: { cpu: "30m", memory: "256Mi" }
+          }
+        }
+      },
+      postgresql: {
+        primary: {
+          resources: {
+            requests: { cpu: "600m", memory: "1536Mi" },
+            limits: { cpu: "600m", memory: "1536Mi" }
+          }
+        }
+      },
+      redis: {
+        master: {
+          resources: {
+            requests: { cpu: "100m", memory: "16Mi" },
+            limits: { cpu: "100m", memory: "16Mi" }
+          }
         }
       }
     })
diff --git a/qa/knapsack/example_runtimes/master_report.json b/qa/knapsack/example_runtimes/master_report.json
index b6b310a119a..ecda1d8253d 100644
--- a/qa/knapsack/example_runtimes/master_report.json
+++ b/qa/knapsack/example_runtimes/master_report.json
@@ -5,335 +5,335 @@
   "./qa/specs/features/api/10_govern/project_access_token_spec.rb[1:1:1:2]": 8.649428771,
   "./qa/specs/features/api/10_govern/project_access_token_spec.rb[1:1:2:1]": 18.158017192,
   "./qa/specs/features/api/10_govern/project_access_token_spec.rb[1:1:2:2]": 12.873809863,
-  "./qa/specs/features/api/10_software_supply_chain_security/group_access_token_spec.rb[1:1:1]": 20.815768761,
-  "./qa/specs/features/api/10_software_supply_chain_security/group_access_token_spec.rb[1:1:2]": 18.421858875,
-  "./qa/specs/features/api/10_software_supply_chain_security/project_access_token_spec.rb[1:1:1:1]": 28.973214587,
-  "./qa/specs/features/api/10_software_supply_chain_security/project_access_token_spec.rb[1:1:1:2]": 14.015251388,
-  "./qa/specs/features/api/10_software_supply_chain_security/project_access_token_spec.rb[1:1:2:1]": 33.93699858,
-  "./qa/specs/features/api/10_software_supply_chain_security/project_access_token_spec.rb[1:1:2:2]": 23.883959902,
-  "./qa/specs/features/api/12_systems/gitaly/automatic_failover_and_recovery_spec.rb[1:1:1]": 66.929539129,
-  "./qa/specs/features/api/12_systems/gitaly/automatic_failover_and_recovery_spec.rb[1:1:2:1]": 31.224912675,
-  "./qa/specs/features/api/12_systems/gitaly/backend_node_recovery_spec.rb[1:1:1]": 106.535298889,
-  "./qa/specs/features/api/12_systems/gitaly/distributed_reads_spec.rb[1:1:1]": 44.863625521,
-  "./qa/specs/features/api/12_systems/gitaly/distributed_reads_spec.rb[1:1:2:1]": 60.110616055,
-  "./qa/specs/features/api/12_systems/gitaly/gitaly_mtls_spec.rb[1:1:1]": 19.843623152,
-  "./qa/specs/features/api/1_manage/import/import_github_repo_spec.rb[1:1:1:1]": 75.897262985,
-  "./qa/specs/features/api/1_manage/integrations/webhook_events_spec.rb[1:1:1]": 12.923043964,
-  "./qa/specs/features/api/1_manage/integrations/webhook_events_spec.rb[1:1:2]": 23.567234769,
-  "./qa/specs/features/api/1_manage/integrations/webhook_events_spec.rb[1:1:3]": 10.114956161,
-  "./qa/specs/features/api/1_manage/integrations/webhook_events_spec.rb[1:1:4]": 16.743410254,
-  "./qa/specs/features/api/1_manage/integrations/webhook_events_spec.rb[1:1:5]": 12.619475323,
-  "./qa/specs/features/api/1_manage/migration/gitlab_migration_group_spec.rb[1:1:2:1]": 53.169866097,
-  "./qa/specs/features/api/1_manage/migration/gitlab_migration_issue_spec.rb[1:1:2:1]": 110.154537696,
-  "./qa/specs/features/api/1_manage/migration/gitlab_migration_issue_spec.rb[1:1:3:1]": 99.967354756,
-  "./qa/specs/features/api/1_manage/migration/gitlab_migration_pipeline_spec.rb[1:1:1:1]": 101.604912563,
-  "./qa/specs/features/api/1_manage/rate_limits_spec.rb[1:1:1]": 18.468315007,
-  "./qa/specs/features/api/2_plan/closes_issue_via_pushing_a_commit_spec.rb[1:1:1]": 21.729444637,
-  "./qa/specs/features/api/3_create/merge_request/push_options_mwps_spec.rb[1:1:1]": 23.140529856,
-  "./qa/specs/features/api/3_create/merge_request/push_options_remove_source_branch_spec.rb[1:1:1]": 46.373475946,
-  "./qa/specs/features/api/3_create/merge_request/push_options_spec.rb[1:1:1]": 16.111773113,
-  "./qa/specs/features/api/3_create/merge_request/push_options_spec.rb[1:1:2]": 24.450418568,
-  "./qa/specs/features/api/3_create/merge_request/view_merge_requests_spec.rb[1:1:1:1]": 3.451137448,
-  "./qa/specs/features/api/3_create/repository/add_list_delete_branches_spec.rb[1:1:1]": 26.185429098,
-  "./qa/specs/features/api/3_create/repository/commit_to_templated_project_spec.rb[1:1:1]": 11.612730733,
-  "./qa/specs/features/api/3_create/repository/default_branch_name_setting_spec.rb[1:1:1]": 9.483562406,
-  "./qa/specs/features/api/3_create/repository/default_branch_name_setting_spec.rb[1:1:2]": 11.995382391,
-  "./qa/specs/features/api/3_create/repository/files_spec.rb[1:1:1]": 9.649242769,
-  "./qa/specs/features/api/3_create/repository/files_spec.rb[1:1:2:1]": 6.835954368,
-  "./qa/specs/features/api/3_create/repository/project_archive_compare_spec.rb[1:1:1]": 18.405126522,
-  "./qa/specs/features/api/3_create/repository/push_postreceive_idempotent_spec.rb[1:1:1]": 23.615131865,
-  "./qa/specs/features/api/3_create/repository/storage_size_spec.rb[1:1:1]": 26.615922213,
-  "./qa/specs/features/api/3_create/repository/tag_revision_trigger_prereceive_hook_spec.rb[1:1:1:1:1]": 5.347407267,
-  "./qa/specs/features/api/4_verify/api_variable_inheritance_with_forward_pipeline_variables_spec.rb[1:1:1]": 63.759155657,
-  "./qa/specs/features/api/4_verify/cancel_pipeline_when_block_user_spec.rb[1:1:1]": 21.363606479,
-  "./qa/specs/features/api/4_verify/file_variable_spec.rb[1:1:1]": 29.927812525,
-  "./qa/specs/features/api/4_verify/file_variable_spec.rb[1:1:2]": 18.695481307,
-  "./qa/specs/features/api/4_verify/job_downloads_artifacts_spec.rb[1:1:1]": 28.870007261,
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-  "./qa/specs/features/api/9_tenant_scale/user_inherited_access_spec.rb[1:1:1:1]": 26.313784598,
-  "./qa/specs/features/api/9_tenant_scale/user_inherited_access_spec.rb[1:1:1:2]": 11.249798139,
-  "./qa/specs/features/api/9_tenant_scale/user_inherited_access_spec.rb[1:1:1:3]": 12.582630627,
-  "./qa/specs/features/api/9_tenant_scale/user_inherited_access_spec.rb[1:1:2:1]": 38.674840434,
-  "./qa/specs/features/api/9_tenant_scale/user_inherited_access_spec.rb[1:1:2:2]": 8.505852543,
-  "./qa/specs/features/api/9_tenant_scale/user_inherited_access_spec.rb[1:1:2:3]": 6.332561356,
-  "./qa/specs/features/api/9_tenant_scale/users_spec.rb[1:1:1]": 1.28446629,
-  "./qa/specs/features/api/9_tenant_scale/users_spec.rb[1:1:2]": 1.213870975,
-  "./qa/specs/features/api/9_tenant_scale/users_spec.rb[1:1:3]": 1.396303229,
+  "./qa/specs/features/api/10_software_supply_chain_security/group_access_token_spec.rb[1:1:1]": 28.35554657,
+  "./qa/specs/features/api/10_software_supply_chain_security/group_access_token_spec.rb[1:1:2]": 22.128771715,
+  "./qa/specs/features/api/10_software_supply_chain_security/project_access_token_spec.rb[1:1:1:1]": 21.045717432,
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+  "./qa/specs/features/api/3_create/repository/default_branch_name_setting_spec.rb[1:1:2]": 8.444891852,
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+  "./qa/specs/features/api/9_tenant_scale/user_inherited_access_spec.rb[1:1:1:2]": 12.263520702,
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diff --git a/qa/knapsack/master_report.json b/qa/knapsack/master_report.json
index 77c8326b2ec..301965eeeef 100644
--- a/qa/knapsack/master_report.json
+++ b/qa/knapsack/master_report.json
@@ -1,277 +1,277 @@
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-  "qa/specs/features/ee/browser_ui/3_create/repository/pull_mirroring_over_http_spec.rb": 38.39155939,
-  "qa/specs/features/ee/browser_ui/3_create/repository/pull_mirroring_over_ssh_with_key_spec.rb": 60.417276233,
-  "qa/specs/features/ee/browser_ui/3_create/repository/push_rules_spec.rb": 384.56161871,
-  "qa/specs/features/ee/browser_ui/3_create/repository/restrict_push_protected_branch_spec.rb": 197.40992179900002,
-  "qa/specs/features/ee/browser_ui/3_create/web_ide/code_suggestions_in_web_ide_spec.rb": 81.255909679,
-  "qa/specs/features/ee/browser_ui/4_verify/multi-project_pipelines_spec.rb": 57.232468085,
-  "qa/specs/features/ee/browser_ui/4_verify/parent_child_pipelines_dependent_relationship_spec.rb": 67.75148947,
-  "qa/specs/features/ee/browser_ui/4_verify/pipeline_for_merged_result_spec.rb": 50.340186685,
-  "qa/specs/features/ee/browser_ui/4_verify/pipeline_subscription_with_group_owned_project_spec.rb": 42.986106055,
-  "qa/specs/features/ee/browser_ui/8_monitor/incident_management/incident_quick_action_spec.rb": 24.364789584,
-  "qa/specs/features/ee/browser_ui/9_tenant_scale/share_group_with_group_spec.rb": 33.211752018
+  "qa/specs/features/ee/browser_ui/10_software_supply_chain_security/group/group_audit_event_streaming_spec.rb": 62.477331236000005,
+  "qa/specs/features/ee/browser_ui/10_software_supply_chain_security/group/group_audit_logs_1_spec.rb": 150.835122803,
+  "qa/specs/features/ee/browser_ui/10_software_supply_chain_security/group/restrict_by_ip_address_spec.rb": 121.737449862,
+  "qa/specs/features/ee/browser_ui/10_software_supply_chain_security/instance/instance_audit_logs_spec.rb": 120.45726603300001,
+  "qa/specs/features/ee/browser_ui/10_software_supply_chain_security/project/project_audit_logs_spec.rb": 155.236371662,
+  "qa/specs/features/ee/browser_ui/10_software_supply_chain_security/user/minimal_access_user_spec.rb": 15.209578416,
+  "qa/specs/features/ee/browser_ui/11_fulfillment/license/cloud_activation_spec.rb": 15.474301443,
+  "qa/specs/features/ee/browser_ui/11_fulfillment/license/license_spec.rb": 13.004874798,
+  "qa/specs/features/ee/browser_ui/11_fulfillment/utilization/user_registration_billing_spec.rb": 23.526675223,
+  "qa/specs/features/ee/browser_ui/13_secure/cvs_dependency_scanning_spec.rb": 141.849440057,
+  "qa/specs/features/ee/browser_ui/13_secure/on_demand_dast_spec.rb": 110.636085736,
+  "qa/specs/features/ee/browser_ui/13_secure/secret_push_protection_spec.rb": 125.66820354500001,
+  "qa/specs/features/ee/browser_ui/16_ai_powered/duo_chat/duo_chat_spec.rb": 23.819647854,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/change_vulnerability_status_spec.rb": 94.422699939,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/create_merge_request_with_secure_spec.rb": 72.54240697,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/dismissed_vulnerabilities_in_security_widget_spec.rb": 74.014653472,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/export_vulnerability_report_spec.rb": 13.249291197,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/fix_vulnerability_workflow_spec.rb": 150.124385999,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/group_pipeline_execution_policy_spec.rb": 288.901448336,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/project_security_dashboard_spec.rb": 71.758066,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/scan_execution_policy_vulnerabilities_spec.rb": 94.081269623,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/scan_result_policy_vulnerabilities_spec.rb": 108.070423912,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/security_policies_spec.rb": 90.18493726700001,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/security_reports_spec.rb": 332.937723833,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/vulnerabilities_jira_integration_spec.rb": 24.30304362,
+  "qa/specs/features/ee/browser_ui/18_security_risk_management/vulnerability_management_spec.rb": 294.02666746,
+  "qa/specs/features/ee/browser_ui/1_manage/integrations/jira_issues_list_spec.rb": 60.328234065,
+  "qa/specs/features/ee/browser_ui/2_plan/analytics/contribution_analytics_spec.rb": 43.036210124,
+  "qa/specs/features/ee/browser_ui/2_plan/analytics/mr_analytics_spec.rb": 88.802943411,
+  "qa/specs/features/ee/browser_ui/2_plan/analytics/value_stream_analytics_spec.rb": 39.946802948,
+  "qa/specs/features/ee/browser_ui/2_plan/burndown_chart/burndown_chart_spec.rb": 23.253885207,
+  "qa/specs/features/ee/browser_ui/2_plan/custom_email/custom_email_spec.rb": 13.404570205,
+  "qa/specs/features/ee/browser_ui/2_plan/epic/epics_management_spec.rb": 166.720938168,
+  "qa/specs/features/ee/browser_ui/2_plan/epic/promote_issue_to_epic_spec.rb": 50.802368859,
+  "qa/specs/features/ee/browser_ui/2_plan/epic/roadmap_spec.rb": 12.987035394,
+  "qa/specs/features/ee/browser_ui/2_plan/group_wiki/create_group_wiki_page_spec.rb": 30.763131736000002,
+  "qa/specs/features/ee/browser_ui/2_plan/group_wiki/delete_group_wiki_page_spec.rb": 20.639295165,
+  "qa/specs/features/ee/browser_ui/2_plan/group_wiki/file_upload_group_wiki_page_spec.rb": 28.362672254,
+  "qa/specs/features/ee/browser_ui/2_plan/insights/default_insights_spec.rb": 26.931326822000003,
+  "qa/specs/features/ee/browser_ui/2_plan/issue/default_issue_template_spec.rb": 32.708913954,
+  "qa/specs/features/ee/browser_ui/2_plan/issue_boards/configurable_issue_board_spec.rb": 23.466410693,
+  "qa/specs/features/ee/browser_ui/2_plan/issue_boards/configure_issue_board_by_label_spec.rb": 26.092828451,
+  "qa/specs/features/ee/browser_ui/2_plan/issue_boards/create_group_issue_board_spec.rb": 18.062061863,
+  "qa/specs/features/ee/browser_ui/2_plan/issue_boards/group_issue_boards_spec.rb": 24.816875478,
+  "qa/specs/features/ee/browser_ui/2_plan/issue_boards/project_issue_boards_spec.rb": 45.81877933,
+  "qa/specs/features/ee/browser_ui/2_plan/issue_boards/read_only_board_configuration_spec.rb": 21.207718355,
+  "qa/specs/features/ee/browser_ui/2_plan/issue_boards/sum_of_issues_weights_spec.rb": 18.255464008,
+  "qa/specs/features/ee/browser_ui/2_plan/issues_analytics/issues_analytics_spec.rb": 29.193715634,
+  "qa/specs/features/ee/browser_ui/2_plan/issues_weight/issue_weight_visualization_spec.rb": 29.011202009,
+  "qa/specs/features/ee/browser_ui/2_plan/iterations/assign_group_iteration_spec.rb": 16.382513058,
+  "qa/specs/features/ee/browser_ui/2_plan/iterations/create_group_iteration_spec.rb": 42.458214899,
+  "qa/specs/features/ee/browser_ui/2_plan/multiple_assignees_for_issues/four_assignees_spec.rb": 41.370264824,
+  "qa/specs/features/ee/browser_ui/2_plan/multiple_assignees_for_issues/more_than_four_assignees_spec.rb": 60.678051457,
+  "qa/specs/features/ee/browser_ui/2_plan/scoped_labels/editing_scoped_labels_spec.rb": 19.725261822,
+  "qa/specs/features/ee/browser_ui/3_create/merge_request/approval_rules_spec.rb": 81.836702384,
+  "qa/specs/features/ee/browser_ui/3_create/merge_request/default_merge_request_template_spec.rb": 40.898407472,
+  "qa/specs/features/ee/browser_ui/3_create/repository/assign_code_owners_spec.rb": 53.460166119,
+  "qa/specs/features/ee/browser_ui/3_create/repository/code_owners_spec.rb": 39.181696186,
+  "qa/specs/features/ee/browser_ui/3_create/repository/file_locking_spec.rb": 140.689158574,
+  "qa/specs/features/ee/browser_ui/3_create/repository/group_file_template_spec.rb": 28.836823327,
+  "qa/specs/features/ee/browser_ui/3_create/repository/merge_with_code_owner_in_root_group_spec.rb": 83.29114010699999,
+  "qa/specs/features/ee/browser_ui/3_create/repository/merge_with_code_owner_in_subgroup_spec.rb": 190.73710062499998,
+  "qa/specs/features/ee/browser_ui/3_create/repository/prevent_forking_outside_group_spec.rb": 49.312355491000005,
+  "qa/specs/features/ee/browser_ui/3_create/repository/project_templates_spec.rb": 127.16816705900001,
+  "qa/specs/features/ee/browser_ui/3_create/repository/pull_mirroring_over_http_spec.rb": 27.411504494,
+  "qa/specs/features/ee/browser_ui/3_create/repository/pull_mirroring_over_ssh_with_key_spec.rb": 45.766108334,
+  "qa/specs/features/ee/browser_ui/3_create/repository/push_rules_spec.rb": 325.688632313,
+  "qa/specs/features/ee/browser_ui/3_create/repository/restrict_push_protected_branch_spec.rb": 228.415819578,
+  "qa/specs/features/ee/browser_ui/3_create/web_ide/code_suggestions_in_web_ide_spec.rb": 82.01138094999999,
+  "qa/specs/features/ee/browser_ui/4_verify/multi-project_pipelines_spec.rb": 46.872494076,
+  "qa/specs/features/ee/browser_ui/4_verify/parent_child_pipelines_dependent_relationship_spec.rb": 88.953193427,
+  "qa/specs/features/ee/browser_ui/4_verify/pipeline_for_merged_result_spec.rb": 72.079764454,
+  "qa/specs/features/ee/browser_ui/4_verify/pipeline_subscription_with_group_owned_project_spec.rb": 78.520537628,
+  "qa/specs/features/ee/browser_ui/8_monitor/incident_management/incident_quick_action_spec.rb": 22.470558749,
+  "qa/specs/features/ee/browser_ui/9_tenant_scale/share_group_with_group_spec.rb": 26.745491609
 }
diff --git a/spec/frontend/boards/components/board_list_header_spec.js b/spec/frontend/boards/components/board_list_header_spec.js
index a3a5dde6961..8799710d021 100644
--- a/spec/frontend/boards/components/board_list_header_spec.js
+++ b/spec/frontend/boards/components/board_list_header_spec.js
@@ -1,4 +1,4 @@
-import { GlButtonGroup } from '@gitlab/ui';
+import { GlButtonGroup, GlAnimatedChevronLgRightDownIcon } from '@gitlab/ui';
 import Vue, { nextTick } from 'vue';
 import VueApollo from 'vue-apollo';
 import createMockApollo from 'helpers/mock_apollo_helper';
@@ -9,6 +9,7 @@ import {
   mockLabelList,
   updateBoardListResponse,
 } from 'jest/boards/mock_data';
+import { parseBoolean } from '~/lib/utils/common_utils';
 import BoardListHeader from '~/boards/components/board_list_header.vue';
 import updateBoardListMutation from '~/boards/graphql/board_list_update.mutation.graphql';
 import { ListType } from '~/boards/constants';
@@ -176,17 +177,19 @@ describe('Board List Header Component', () => {
     it('should display collapse icon when column is expanded', () => {
       createComponent();
 
-      const icon = findCaret();
+      const icon = findCaret().findComponent(GlAnimatedChevronLgRightDownIcon);
 
-      expect(icon.props('icon')).toBe('chevron-lg-down');
+      // Vue compat doesn't know about component props if it extends other component
+      expect(icon.props('isOn') ?? parseBoolean(icon.attributes('is-on'))).toBe(true);
     });
 
     it('should display expand icon when column is collapsed', () => {
       createComponent({ collapsed: true });
 
-      const icon = findCaret();
+      const icon = findCaret().findComponent(GlAnimatedChevronLgRightDownIcon);
 
-      expect(icon.props('icon')).toBe('chevron-lg-right');
+      // Vue compat doesn't know about component props if it extends other component
+      expect(icon.props('isOn') ?? parseBoolean(icon.attributes('is-on'))).toBe(false);
     });
 
     it('set active board item on client when clicking on card', async () => {
diff --git a/spec/frontend/notes/components/toggle_replies_widget_spec.js b/spec/frontend/notes/components/toggle_replies_widget_spec.js
index a0af0413ef2..2bae5f95a9c 100644
--- a/spec/frontend/notes/components/toggle_replies_widget_spec.js
+++ b/spec/frontend/notes/components/toggle_replies_widget_spec.js
@@ -1,4 +1,4 @@
-import { GlAvatarsInline } from '@gitlab/ui';
+import { GlAvatarsInline, GlAnimatedChevronRightDownIcon } from '@gitlab/ui';
 import { mountExtended } from 'helpers/vue_test_utils_helper';
 import ToggleRepliesWidget from '~/notes/components/toggle_replies_widget.vue';
 import TimeAgoTooltip from '~/vue_shared/components/time_ago_tooltip.vue';
@@ -21,6 +21,7 @@ describe('toggle replies widget for notes', () => {
   // const findCollapseToggleButton = () =>
   //   wrapper.findComponentByRole('button', { text: ToggleRepliesWidget.i18n.collapseReplies });
   const findToggleButton = () => wrapper.findByTestId('replies-toggle');
+  const findToggleIcon = () => wrapper.findComponent(GlAnimatedChevronRightDownIcon);
   const findRepliesButton = () => wrapper.findByRole('button', { text: '5 replies' });
   const findTimeAgoTooltip = () => wrapper.findComponent(TimeAgoTooltip);
   const findAvatars = () => wrapper.findComponent(GlAvatarsInline);
@@ -35,7 +36,7 @@ describe('toggle replies widget for notes', () => {
     });
 
     it('renders collapsed state elements', () => {
-      expect(findToggleButton().props('icon')).toBe('chevron-right');
+      expect(findToggleIcon().props('isOn')).toBe(false);
       expect(findToggleButton().attributes('aria-label')).toBe('Expand replies');
       expect(findAvatars().props('avatars')).toHaveLength(3);
       expect(findRepliesButton().exists()).toBe(true);
@@ -63,7 +64,7 @@ describe('toggle replies widget for notes', () => {
     });
 
     it('renders expanded state elements', () => {
-      expect(findToggleButton().props('icon')).toBe('chevron-down');
+      expect(findToggleIcon().props('isOn')).toBe(true);
       expect(findToggleButton().attributes('aria-label')).toBe('Collapse replies');
     });
 
diff --git a/spec/frontend/ref/components/ref_selector_spec.js b/spec/frontend/ref/components/ref_selector_spec.js
index f80a5bc587f..667649ea254 100644
--- a/spec/frontend/ref/components/ref_selector_spec.js
+++ b/spec/frontend/ref/components/ref_selector_spec.js
@@ -132,6 +132,8 @@ describe('Ref selector component', () => {
 
   const findHiddenInputField = () => wrapper.findByTestId('selected-ref-form-field');
 
+  const findCountBadges = () => wrapper.findAllByTestId('count');
+
   //
   // Expecters
   //
@@ -809,4 +811,27 @@ describe('Ref selector component', () => {
       });
     });
   });
+
+  describe('badges', () => {
+    beforeEach(async () => {
+      const formatRefsModule = await import('~/ref/format_refs');
+      jest.spyOn(formatRefsModule, 'formatListBoxItems').mockReturnValue([
+        { text: DEFAULT_I18N.selected, options: [{ text: 'feature' }] },
+        { text: DEFAULT_I18N.branches, options: [{ text: 'main' }, { text: 'dev' }] },
+        { text: DEFAULT_I18N.tags, options: [{ text: 'v1' }, { text: 'v2' }, { text: 'v3' }] },
+      ]);
+
+      createComponent();
+      return waitForRequests();
+    });
+
+    it('hides badge for selected group, shows badge for other groups', async () => {
+      selectFirstBranch();
+      await nextTick();
+
+      expect(findCountBadges().length).toBe(2);
+      expect(findCountBadges().at(0).text()).toBe('2');
+      expect(findCountBadges().at(1).text()).toBe('3');
+    });
+  });
 });
diff --git a/spec/frontend/ref/format_refs_spec.js b/spec/frontend/ref/format_refs_spec.js
index 53a395abdd0..0103ace9c5e 100644
--- a/spec/frontend/ref/format_refs_spec.js
+++ b/spec/frontend/ref/format_refs_spec.js
@@ -11,15 +11,47 @@ import {
 } from './mock_data';
 
 describe('formatListBoxItems', () => {
+  const FORMATTED_SELECTED = {
+    text: DEFAULT_I18N.selected,
+    options: [{ text: 'main', value: 'main', default: undefined, protected: undefined }],
+  };
+  const selected = { name: 'main', value: 'main' };
+
   it.each`
-    branches         | tags         | commits         | expectedResult
-    ${MOCK_BRANCHES} | ${MOCK_TAGS} | ${MOCK_COMMITS} | ${[FORMATTED_BRANCHES, FORMATTED_TAGS, FORMATTED_COMMITS]}
-    ${MOCK_BRANCHES} | ${[]}        | ${MOCK_COMMITS} | ${[FORMATTED_BRANCHES, FORMATTED_COMMITS]}
-    ${[]}            | ${[]}        | ${MOCK_COMMITS} | ${[FORMATTED_COMMITS]}
-    ${undefined}     | ${undefined} | ${MOCK_COMMITS} | ${[FORMATTED_COMMITS]}
-    ${MOCK_BRANCHES} | ${undefined} | ${null}         | ${[FORMATTED_BRANCHES]}
-  `('should correctly format listbox items', ({ branches, tags, commits, expectedResult }) => {
-    expect(formatListBoxItems(branches, tags, commits)).toStrictEqual(expectedResult);
+    branches         | tags         | commits         | selectedRef  | expectedResult
+    ${MOCK_BRANCHES} | ${MOCK_TAGS} | ${MOCK_COMMITS} | ${undefined} | ${[FORMATTED_BRANCHES, FORMATTED_TAGS, FORMATTED_COMMITS]}
+    ${MOCK_BRANCHES} | ${MOCK_TAGS} | ${MOCK_COMMITS} | ${selected}  | ${[FORMATTED_SELECTED, FORMATTED_BRANCHES, FORMATTED_TAGS, FORMATTED_COMMITS]}
+    ${MOCK_BRANCHES} | ${[]}        | ${MOCK_COMMITS} | ${undefined} | ${[FORMATTED_BRANCHES, FORMATTED_COMMITS]}
+    ${MOCK_BRANCHES} | ${[]}        | ${MOCK_COMMITS} | ${selected}  | ${[FORMATTED_SELECTED, FORMATTED_BRANCHES, FORMATTED_COMMITS]}
+    ${[]}            | ${[]}        | ${MOCK_COMMITS} | ${undefined} | ${[FORMATTED_COMMITS]}
+    ${[]}            | ${[]}        | ${MOCK_COMMITS} | ${selected}  | ${[FORMATTED_SELECTED, FORMATTED_COMMITS]}
+    ${undefined}     | ${undefined} | ${MOCK_COMMITS} | ${undefined} | ${[FORMATTED_COMMITS]}
+    ${undefined}     | ${undefined} | ${MOCK_COMMITS} | ${selected}  | ${[FORMATTED_SELECTED, FORMATTED_COMMITS]}
+    ${MOCK_BRANCHES} | ${undefined} | ${null}         | ${undefined} | ${[FORMATTED_BRANCHES]}
+    ${MOCK_BRANCHES} | ${undefined} | ${null}         | ${selected}  | ${[FORMATTED_SELECTED, FORMATTED_BRANCHES]}
+  `(
+    'should correctly format listbox items',
+    ({ branches, tags, commits, selectedRef, expectedResult }) => {
+      expect(formatListBoxItems({ branches, tags, commits, selectedRef })).toStrictEqual(
+        expectedResult,
+      );
+    },
+  );
+
+  it('filters selectedRef from other sections', () => {
+    const branchSelectedRef = MOCK_BRANCHES[0]; // Assume first branch is selected
+    const result = formatListBoxItems({
+      branches: MOCK_BRANCHES,
+      tags: MOCK_TAGS,
+      commits: MOCK_COMMITS,
+      selectedRef: branchSelectedRef,
+    });
+
+    const selectedSection = result.find((section) => section.text === DEFAULT_I18N.selected);
+    const branchesSection = result.find((section) => section.text === DEFAULT_I18N.branches);
+
+    expect(selectedSection.options).toHaveLength(1);
+    expect(branchesSection.options).toHaveLength(MOCK_BRANCHES.length - 1); // One less because selected is filtered out
   });
 
   it('should sort the default branch to the top', () => {
@@ -30,7 +62,7 @@ describe('formatListBoxItems', () => {
       { name: 'bugfix', default: false },
     ];
 
-    const sortedOptions = formatListBoxItems(mockBranchesUnsorted)[0].options;
+    const sortedOptions = formatListBoxItems({ branches: mockBranchesUnsorted })[0].options;
 
     // The first item should be the default branch
     expect(sortedOptions[0].text).toBe('main');
diff --git a/spec/requests/api/lint_spec.rb b/spec/requests/api/lint_spec.rb
index 19e3e889686..eef7f5a14a4 100644
--- a/spec/requests/api/lint_spec.rb
+++ b/spec/requests/api/lint_spec.rb
@@ -726,6 +726,22 @@ RSpec.describe API::Lint, feature_category: :pipeline_composition do
       end
     end
 
+    context 'when authenticated with a token that has the ai_workflows scope' do
+      let(:oauth_access_token) { create(:oauth_access_token, user: project.owner, scopes: [:ai_workflows]) }
+
+      it 'allows access to POST endpoint' do
+        post api("/projects/#{project.id}/ci/lint", oauth_access_token: oauth_access_token), params: { content: yaml_content }
+
+        expect(response).to have_gitlab_http_status(:ok)
+      end
+
+      it 'does not allow access to GET endpoint' do
+        get api("/projects/#{project.id}/ci/lint", oauth_access_token: oauth_access_token)
+
+        expect(response).to have_gitlab_http_status(:forbidden)
+      end
+    end
+
     context 'when authenticated as project guest' do
       before do
         project.add_guest(api_user)
diff --git a/spec/services/packages/rpm/repository_metadata/build_repomd_xml_service_spec.rb b/spec/services/packages/rpm/repository_metadata/build_repomd_xml_service_spec.rb
index 99fcf0fabbf..abde0802151 100644
--- a/spec/services/packages/rpm/repository_metadata/build_repomd_xml_service_spec.rb
+++ b/spec/services/packages/rpm/repository_metadata/build_repomd_xml_service_spec.rb
@@ -40,7 +40,7 @@ RSpec.describe Packages::Rpm::RepositoryMetadata::BuildRepomdXmlService, feature
       allow(Time).to receive(:now).and_return(creation_timestamp)
     end
 
-    it 'generate valid xml' do
+    it 'generate valid xml', quarantine: 'https://gitlab.com/gitlab-org/gitlab/-/issues/547357' do
       # Have one root attribute
       result = Nokogiri::XML::Document.parse(subject)
       expect(result.children.count).to eq(1)
diff --git a/spec/support/helpers/user_with_namespace_shim.yml b/spec/support/helpers/user_with_namespace_shim.yml
index cbf90d1fe9c..434917060aa 100644
--- a/spec/support/helpers/user_with_namespace_shim.yml
+++ b/spec/support/helpers/user_with_namespace_shim.yml
@@ -219,9 +219,9 @@
 - ee/spec/requests/api/resource_weight_events_spec.rb
 - ee/spec/requests/api/search_spec.rb
 - ee/spec/requests/api/users_spec.rb
-- ee/spec/requests/custom_roles/admin_merge_request/request_spec.rb
-- ee/spec/requests/custom_roles/admin_vulnerability/request_spec.rb
-- ee/spec/requests/custom_roles/manage_project_access_tokens/request_spec.rb
+- ee/spec/requests/custom_roles/regular/admin_merge_request/request_spec.rb
+- ee/spec/requests/custom_roles/regular/admin_vulnerability/request_spec.rb
+- ee/spec/requests/custom_roles/regular/manage_project_access_tokens/request_spec.rb
 - ee/spec/requests/projects/analytics/code_reviews_controller_spec.rb
 - ee/spec/requests/projects/issues_controller_spec.rb
 - ee/spec/requests/projects/metrics_controller_spec.rb