diff --git a/.rubocop_todo/rspec/context_wording.yml b/.rubocop_todo/rspec/context_wording.yml
index 348ea807a4c..1198ba51c62 100644
--- a/.rubocop_todo/rspec/context_wording.yml
+++ b/.rubocop_todo/rspec/context_wording.yml
@@ -1883,7 +1883,6 @@ RSpec/ContextWording:
     - 'spec/lib/gitlab/usage/service_ping_report_spec.rb'
     - 'spec/lib/gitlab/usage_data/topology_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/ipynb_diff_activity_counter_spec.rb'
-    - 'spec/lib/gitlab/usage_data_counters/kubernetes_agent_counter_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/quick_action_activity_unique_counter_spec.rb'
     - 'spec/lib/gitlab/utils/lazy_attributes_spec.rb'
     - 'spec/lib/gitlab/utils/mime_type_spec.rb'
diff --git a/.rubocop_todo/rspec/expect_change.yml b/.rubocop_todo/rspec/expect_change.yml
index 14326180862..aacfada6625 100644
--- a/.rubocop_todo/rspec/expect_change.yml
+++ b/.rubocop_todo/rspec/expect_change.yml
@@ -224,7 +224,6 @@ RSpec/ExpectChange:
     - 'spec/lib/gitlab/legacy_github_import/label_formatter_spec.rb'
     - 'spec/lib/gitlab/legacy_github_import/project_creator_spec.rb'
     - 'spec/lib/gitlab/query_limiting/transaction_spec.rb'
-    - 'spec/lib/gitlab/usage_data_counters/kubernetes_agent_counter_spec.rb'
     - 'spec/models/ci/build_metadata_spec.rb'
     - 'spec/models/ci/build_spec.rb'
     - 'spec/models/ci/job_artifact_spec.rb'
diff --git a/.rubocop_todo/rspec/feature_category.yml b/.rubocop_todo/rspec/feature_category.yml
index 083c7380fe4..26ca97386bf 100644
--- a/.rubocop_todo/rspec/feature_category.yml
+++ b/.rubocop_todo/rspec/feature_category.yml
@@ -3290,7 +3290,6 @@ RSpec/FeatureCategory:
     - 'spec/lib/gitlab/usage_data_counters/ipynb_diff_activity_counter_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/issue_activity_unique_counter_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/jetbrains_plugin_activity_unique_counter_spec.rb'
-    - 'spec/lib/gitlab/usage_data_counters/kubernetes_agent_counter_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/merge_request_activity_unique_counter_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/merge_request_widget_extension_counter_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/package_event_counter_spec.rb'
diff --git a/.rubocop_todo/rspec/named_subject.yml b/.rubocop_todo/rspec/named_subject.yml
index b3846110664..1658e45f290 100644
--- a/.rubocop_todo/rspec/named_subject.yml
+++ b/.rubocop_todo/rspec/named_subject.yml
@@ -2305,7 +2305,6 @@ RSpec/NamedSubject:
     - 'spec/lib/gitlab/usage/metrics/instrumentations/redis_metric_spec.rb'
     - 'spec/lib/gitlab/usage_data/topology_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/hll_redis_counter_spec.rb'
-    - 'spec/lib/gitlab/usage_data_counters/kubernetes_agent_counter_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters/redis_counter_spec.rb'
     - 'spec/lib/gitlab/usage_data_counters_spec.rb'
     - 'spec/lib/gitlab/usage_data_metrics_spec.rb'
diff --git a/app/assets/javascripts/custom_emoji/components/list.vue b/app/assets/javascripts/custom_emoji/components/list.vue
index db3c2dc85ec..1267e0d4441 100644
--- a/app/assets/javascripts/custom_emoji/components/list.vue
+++ b/app/assets/javascripts/custom_emoji/components/list.vue
@@ -2,7 +2,7 @@
 <script>
 import { GlLoadingIcon, GlTableLite, GlTabs, GlTab, GlBadge, GlKeysetPagination } from '@gitlab/ui';
 import { __ } from '~/locale';
-import { formatDate } from '~/lib/utils/datetime/date_format_utility';
+import { localeDateFormat } from '~/lib/utils/datetime/locale_dateformat';
 import DeleteItem from './delete_item.vue';
 
 export default {
@@ -63,7 +63,7 @@ export default {
       });
     },
     formatDate(date) {
-      return formatDate(date, 'mmmm d, yyyy');
+      return localeDateFormat.asDate.format(date);
     },
   },
   fields: [
diff --git a/app/helpers/emails_helper.rb b/app/helpers/emails_helper.rb
index 0e18184e2de..e387e0a4399 100644
--- a/app/helpers/emails_helper.rb
+++ b/app/helpers/emails_helper.rb
@@ -100,6 +100,7 @@ module EmailsHelper
 
   def closure_reason_text(closed_via, format:, name:)
     name = sanitize_name(name)
+
     case closed_via
     when MergeRequest
       merge_request = MergeRequest.find(closed_via[:id]).present
@@ -122,8 +123,10 @@ module EmailsHelper
 
       _("Issue was closed by %{name} with %{closed_via}") % { name: name, closed_via: closed_via }
     else
+      type = work_item_type_for(@issue).capitalize
+
       if name
-        _("Issue was closed by %{name}") % { name: name }
+        _("%{type} was closed by %{name}") % { name: name, type: type }
       else
         ""
       end
diff --git a/app/views/admin/gitaly_servers/index.html.haml b/app/views/admin/gitaly_servers/index.html.haml
index ad461270e9c..38e9c0559bf 100644
--- a/app/views/admin/gitaly_servers/index.html.haml
+++ b/app/views/admin/gitaly_servers/index.html.haml
@@ -1,15 +1,11 @@
 - breadcrumb_title _("Gitaly servers")
 - page_title _("Gitaly servers")
 
-= render ::Layouts::PageHeadingComponent.new(_('Gitaly servers'))
-= render Pajamas::CardComponent.new(card_options: { class: 'gl-new-card' }, header_options: { class: 'gl-new-card-header' }, body_options: { class: 'gl-new-card-body gl-px-0' }) do |c|
-  - c.with_header do
-    .gl-new-card-title-wrapper{ data: { event_tracking_load: 'true', event_tracking: 'view_admin_gitaly_servers_pageload' } }
-      %h3.gl-new-card-title
-        = _('Gitaly servers')
-      .gl-new-card-count
-        = sprite_icon('earth', css_class: "gl-mr-2 gl-fill-icon-subtle gl-icon")
-        = @gitaly_servers.size
+= render ::Layouts::PageHeadingComponent.new(_('Gitaly servers'), options: { data: { event_tracking_load: 'true', event_tracking: 'view_admin_gitaly_servers_pageload' } })
+
+= render ::Layouts::CrudComponent.new(_('Gitaly servers'),
+  icon: 'earth',
+  count: @gitaly_servers.size) do |c|
   - c.with_body do
     - if @gitaly_servers.any?
       %table.table.b-table.gl-table.b-table-stacked-md
diff --git a/app/views/notify/closed_issue_email.text.haml b/app/views/notify/closed_issue_email.text.haml
index 6f33d116ee8..60f7fdf06c3 100644
--- a/app/views/notify/closed_issue_email.text.haml
+++ b/app/views/notify/closed_issue_email.text.haml
@@ -1,3 +1,3 @@
 = closure_reason_text(@closed_via, format: formats.first, name: @updated_by.name)
 
-Issue ##{@issue.iid}: #{@target_url}
+#{work_item_type_for(@issue).capitalize} ##{@issue.iid}: #{@target_url}
diff --git a/config/events/created_flux_git_push_notifications.yml b/config/events/created_flux_git_push_notifications.yml
new file mode 100644
index 00000000000..516934fa27d
--- /dev/null
+++ b/config/events/created_flux_git_push_notifications.yml
@@ -0,0 +1,14 @@
+---
+description: Tracks Flux Git Push notification from KAS to agentk
+internal_events: true
+action: create_flux_git_push_notification
+product_group: environments
+milestone: '17.3'
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/150613
+distributions:
+  - ce
+  - ee
+tiers:
+  - free
+  - premium
+  - ultimate
diff --git a/config/events/request_api_proxy_access.yml b/config/events/request_api_proxy_access.yml
new file mode 100644
index 00000000000..7bc381213d3
--- /dev/null
+++ b/config/events/request_api_proxy_access.yml
@@ -0,0 +1,14 @@
+---
+description: Tracks Kubernetes API proxy request
+internal_events: true
+action: request_api_proxy_access
+product_group: environments
+milestone: '17.3'
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/150613
+distributions:
+  - ce
+  - ee
+tiers:
+  - free
+  - premium
+  - ultimate
diff --git a/config/events/request_api_proxy_access_via_ci.yml b/config/events/request_api_proxy_access_via_ci.yml
new file mode 100644
index 00000000000..e7fb317486e
--- /dev/null
+++ b/config/events/request_api_proxy_access_via_ci.yml
@@ -0,0 +1,14 @@
+---
+description: Tracks Kubernetes API proxy request via CI
+internal_events: true
+action: request_api_proxy_access_via_ci
+product_group: environments
+milestone: '17.3'
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/150613
+distributions:
+  - ce
+  - ee
+tiers:
+  - free
+  - premium
+  - ultimate
diff --git a/config/events/request_api_proxy_access_via_pat.yml b/config/events/request_api_proxy_access_via_pat.yml
new file mode 100644
index 00000000000..85e4b04553d
--- /dev/null
+++ b/config/events/request_api_proxy_access_via_pat.yml
@@ -0,0 +1,14 @@
+---
+description: Tracks Kubernetes API proxy request via Personal Access Token
+internal_events: true
+action: request_api_proxy_access_via_pat
+product_group: environments
+milestone: '17.3'
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/150613
+distributions:
+  - ce
+  - ee
+tiers:
+  - free
+  - premium
+  - ultimate
diff --git a/config/events/request_api_proxy_access_via_user.yml b/config/events/request_api_proxy_access_via_user.yml
new file mode 100644
index 00000000000..701fa428bde
--- /dev/null
+++ b/config/events/request_api_proxy_access_via_user.yml
@@ -0,0 +1,14 @@
+---
+description: Tracks Kubernetes API proxy request via user
+internal_events: true
+action: request_api_proxy_access_via_user
+product_group: environments
+milestone: '17.3'
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/150613
+distributions:
+  - ce
+  - ee
+tiers:
+  - free
+  - premium
+  - ultimate
diff --git a/config/gitlab_loose_foreign_keys.yml b/config/gitlab_loose_foreign_keys.yml
index 950d5055131..6398e1dbd6d 100644
--- a/config/gitlab_loose_foreign_keys.yml
+++ b/config/gitlab_loose_foreign_keys.yml
@@ -204,6 +204,10 @@ dast_site_profiles_builds:
   - table: p_ci_builds
     column: ci_build_id
     on_delete: async_delete
+dast_site_tokens:
+  - table: projects
+    column: project_id
+    on_delete: async_delete
 deployment_clusters:
   - table: clusters
     column: cluster_id
diff --git a/config/metrics/counts_all/20210505015532_kubernetes_agent_k8s_api_proxy_request.yml b/config/metrics/counts_all/20210505015532_kubernetes_agent_k8s_api_proxy_request.yml
index 28c1a90441f..3524bae966e 100644
--- a/config/metrics/counts_all/20210505015532_kubernetes_agent_k8s_api_proxy_request.yml
+++ b/config/metrics/counts_all/20210505015532_kubernetes_agent_k8s_api_proxy_request.yml
@@ -9,11 +9,9 @@ status: active
 milestone: '13.12'
 introduced_by_url:
 time_frame: all
-data_source: redis
-instrumentation_class: RedisMetric
-options:
-  prefix: kubernetes_agent
-  event: k8s_api_proxy_request
+data_source: internal_events
+events:
+  - name: request_api_proxy_access
 distribution:
 - ce
 - ee
diff --git a/config/metrics/counts_all/20230616065123_kubernetes_agent_flux_git_push_notifications_total.yml b/config/metrics/counts_all/20230616065123_kubernetes_agent_flux_git_push_notifications_total.yml
index b5ff5721f06..5c7fae9f839 100644
--- a/config/metrics/counts_all/20230616065123_kubernetes_agent_flux_git_push_notifications_total.yml
+++ b/config/metrics/counts_all/20230616065123_kubernetes_agent_flux_git_push_notifications_total.yml
@@ -7,13 +7,11 @@ status: active
 milestone: "16.1"
 introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/123782
 time_frame: all
-data_source: redis
+data_source: internal_events
 data_category: optional
-instrumentation_class: RedisMetric
 performance_indicator_type: []
-options:
-  prefix: kubernetes_agent
-  event: flux_git_push_notifications_total
+events:
+  - name: create_flux_git_push_notification
 distribution:
 - ce
 - ee
diff --git a/config/metrics/counts_all/20230620073845_kubernetes_agent_k8s_api_proxy_requests_via_ci_access.yml b/config/metrics/counts_all/20230620073845_kubernetes_agent_k8s_api_proxy_requests_via_ci_access.yml
index 51c458984aa..7ed873be59a 100644
--- a/config/metrics/counts_all/20230620073845_kubernetes_agent_k8s_api_proxy_requests_via_ci_access.yml
+++ b/config/metrics/counts_all/20230620073845_kubernetes_agent_k8s_api_proxy_requests_via_ci_access.yml
@@ -7,13 +7,11 @@ status: active
 milestone: "16.2"
 introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/124147
 time_frame: all
-data_source: redis
+data_source: internal_events
 data_category: optional
-instrumentation_class: RedisMetric
 performance_indicator_type: []
-options:
-  prefix: kubernetes_agent
-  event: k8s_api_proxy_requests_via_ci_access
+events:
+  - name: request_api_proxy_access_via_ci
 distribution:
 - ce
 - ee
diff --git a/config/metrics/counts_all/20230620074102_kubernetes_agent_k8s_api_proxy_requests_via_user_access.yml b/config/metrics/counts_all/20230620074102_kubernetes_agent_k8s_api_proxy_requests_via_user_access.yml
index a387d7b34f6..1cc6a31cc49 100644
--- a/config/metrics/counts_all/20230620074102_kubernetes_agent_k8s_api_proxy_requests_via_user_access.yml
+++ b/config/metrics/counts_all/20230620074102_kubernetes_agent_k8s_api_proxy_requests_via_user_access.yml
@@ -7,13 +7,11 @@ status: active
 milestone: "16.2"
 introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/124147
 time_frame: all
-data_source: redis
+data_source: internal_events
 data_category: optional
-instrumentation_class: RedisMetric
 performance_indicator_type: []
-options:
-  prefix: kubernetes_agent
-  event: k8s_api_proxy_requests_via_user_access
+events:
+  - name: request_api_proxy_access_via_user
 distribution:
 - ce
 - ee
diff --git a/config/metrics/counts_all/20230816085929_kubernetes_agent_k8s_api_proxy_requests_via_pat_access.yml b/config/metrics/counts_all/20230816085929_kubernetes_agent_k8s_api_proxy_requests_via_pat_access.yml
index 570b802c4a5..3e08cfaea46 100644
--- a/config/metrics/counts_all/20230816085929_kubernetes_agent_k8s_api_proxy_requests_via_pat_access.yml
+++ b/config/metrics/counts_all/20230816085929_kubernetes_agent_k8s_api_proxy_requests_via_pat_access.yml
@@ -7,12 +7,10 @@ status: active
 milestone: "16.4"
 introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/129463
 time_frame: all
-data_source: redis
+data_source: internal_events
 data_category: optional
-instrumentation_class: RedisMetric
-options:
-  prefix: kubernetes_agent
-  event: k8s_api_proxy_requests_via_pat_access
+events:
+  - name: request_api_proxy_access_via_pat
 performance_indicator_type: []
 distribution:
 - ce
diff --git a/data/deprecations/17-0-deprecate-support-for-OWASP-2017.yml b/data/deprecations/17-0-deprecate-support-for-OWASP-2017.yml
index 83caa3926f0..0454f44c147 100644
--- a/data/deprecations/17-0-deprecate-support-for-OWASP-2017.yml
+++ b/data/deprecations/17-0-deprecate-support-for-OWASP-2017.yml
@@ -1,5 +1,5 @@
 - title: "Group vulnerability report by OWASP top 10 2017 is deprecated"
-  removal_milestone: "17.3"
+  removal_milestone: "17.4"
   announcement_milestone: "17.0"
   breaking_change: false
   reporter: abellucci
diff --git a/data/deprecations/17-3-codeclimate.yml b/data/deprecations/17-3-codeclimate.yml
new file mode 100644
index 00000000000..4e1ed8bf899
--- /dev/null
+++ b/data/deprecations/17-3-codeclimate.yml
@@ -0,0 +1,22 @@
+- title: "CodeClimate-based Code Quality scanning will be removed"  # (required) Clearly explain the change, or planned change. For example, "The `confidential` field for a `Note` is deprecated" or "CI/CD job names will be limited to 250 characters."
+  announcement_milestone: "17.3"  # (required) The milestone when this feature was first announced as deprecated.
+  removal_milestone: "18.0"  # (required) The milestone when this feature is planned to be removed
+  breaking_change: true  # (required) Change to false if this is not a breaking change.
+  reporter: connorgilbert  # (required) GitLab username of the person reporting the change
+  stage: secure  # (required) String value of the stage that the feature was created in. e.g., Growth
+  issue_url: https://gitlab.com/gitlab-org/gitlab/-/issues/471677  # (required) Link to the deprecation issue in GitLab
+  body: |  # (required) Do not modify this line, instead modify the lines below.
+    In GitLab 18.0, we will remove CodeClimate-based Code Quality scanning.
+    However, you'll still be able to import results from quality tools by [providing a report as an artifact](https://docs.gitlab.com/ee/ci/testing/code_quality.html#implement-a-custom-tool), just as you can today.
+    In addition, you can also see this [epic](https://gitlab.com/groups/gitlab-org/-/epics/8790) for new directions considered for Code Quality.
+
+    We expect to implement this change by:
+
+    1. Changing the [`Code-Quality.gitlab-ci.yml` CI/CD template](https://gitlab.com/gitlab-org/gitlab/-/blob/master/lib/gitlab/ci/templates/Jobs/Code-Quality.gitlab-ci.yml) to no longer execute scans. Today, this template runs CodeClimate-based scans. (We plan to change the template rather than delete it to reduce the impact on any pipelines that still `include` the template after 18.0.)
+    1. No longer running CodeClimate-based scanning as part of Auto DevOps.
+
+    Effective immediately, CodeClimate-based scanning will receive only [limited updates](https://docs.gitlab.com/ee/update/terminology.html#deprecation).
+    After End of Support in GitLab 18.0, we won't provide further updates.
+    However, we won't delete previously published container images or remove the ability to run them by using custom CI/CD pipeline job definitions.
+
+    For more details and required actions, see the [deprecation issue for this change](https://gitlab.com/gitlab-org/gitlab/-/issues/471677#action-required).
diff --git a/db/docs/batched_background_migrations/backfill_error_tracking_error_events_project_id.yml b/db/docs/batched_background_migrations/backfill_error_tracking_error_events_project_id.yml
new file mode 100644
index 00000000000..b3800a80a79
--- /dev/null
+++ b/db/docs/batched_background_migrations/backfill_error_tracking_error_events_project_id.yml
@@ -0,0 +1,9 @@
+---
+migration_job_name: BackfillErrorTrackingErrorEventsProjectId
+description: Backfills sharding key `error_tracking_error_events.project_id` from `error_tracking_errors`.
+feature_category: error_tracking
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/161341
+milestone: '17.3'
+queued_migration_version: 20240731160144
+finalize_after: '2024-08-22'
+finalized_by: # version of the migration that finalized this BBM
diff --git a/db/docs/batched_background_migrations/make_security_policy_bots_private.yml b/db/docs/batched_background_migrations/make_security_policy_bots_private.yml
new file mode 100644
index 00000000000..7498922e868
--- /dev/null
+++ b/db/docs/batched_background_migrations/make_security_policy_bots_private.yml
@@ -0,0 +1,9 @@
+---
+migration_job_name: MakeSecurityPolicyBotsPrivate
+description: Updates private_profile to true for all security policy bot users.
+feature_category: security_policy_management
+introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/161151
+milestone: '17.3'
+queued_migration_version: 20240729124632
+finalize_after: '2024-08-15'
+finalized_by: # version of the migration that finalized this BBM
diff --git a/db/docs/dast_site_tokens.yml b/db/docs/dast_site_tokens.yml
index 7b22188e079..e33eb3052c4 100644
--- a/db/docs/dast_site_tokens.yml
+++ b/db/docs/dast_site_tokens.yml
@@ -7,7 +7,7 @@ feature_categories:
 description: Token for the site to be validated
 introduced_by_url: https://gitlab.com/gitlab-org/gitlab/-/merge_requests/41639
 milestone: '13.4'
-gitlab_schema: gitlab_main_cell
+gitlab_schema: gitlab_sec
 allow_cross_foreign_keys:
 - gitlab_main_clusterwide
 sharding_key:
diff --git a/db/docs/error_tracking_error_events.yml b/db/docs/error_tracking_error_events.yml
index 9ce4fad7bf0..8f9f7cca0ba 100644
--- a/db/docs/error_tracking_error_events.yml
+++ b/db/docs/error_tracking_error_events.yml
@@ -19,3 +19,4 @@ desired_sharding_key:
         table: error_tracking_errors
         sharding_key: project_id
         belongs_to: error
+desired_sharding_key_migration_job_name: BackfillErrorTrackingErrorEventsProjectId
diff --git a/db/migrate/20240731160140_add_project_id_to_error_tracking_error_events.rb b/db/migrate/20240731160140_add_project_id_to_error_tracking_error_events.rb
new file mode 100644
index 00000000000..79ed2bb20e5
--- /dev/null
+++ b/db/migrate/20240731160140_add_project_id_to_error_tracking_error_events.rb
@@ -0,0 +1,9 @@
+# frozen_string_literal: true
+
+class AddProjectIdToErrorTrackingErrorEvents < Gitlab::Database::Migration[2.2]
+  milestone '17.3'
+
+  def change
+    add_column :error_tracking_error_events, :project_id, :bigint
+  end
+end
diff --git a/db/post_migrate/20240722075838_remove_projects_dast_site_tokens_project_id_fk.rb b/db/post_migrate/20240722075838_remove_projects_dast_site_tokens_project_id_fk.rb
new file mode 100644
index 00000000000..d71d5971d79
--- /dev/null
+++ b/db/post_migrate/20240722075838_remove_projects_dast_site_tokens_project_id_fk.rb
@@ -0,0 +1,21 @@
+# frozen_string_literal: true
+
+class RemoveProjectsDastSiteTokensProjectIdFk < Gitlab::Database::Migration[2.2]
+  milestone '17.3'
+  disable_ddl_transaction!
+
+  FOREIGN_KEY_NAME = "fk_rails_e84f721a8e"
+
+  def up
+    with_lock_retries do
+      remove_foreign_key_if_exists(:dast_site_tokens, :projects,
+        name: FOREIGN_KEY_NAME, reverse_lock_order: true)
+    end
+  end
+
+  def down
+    add_concurrent_foreign_key(:dast_site_tokens, :projects,
+      name: FOREIGN_KEY_NAME, column: :project_id,
+      target_column: :id, on_delete: :cascade)
+  end
+end
diff --git a/db/post_migrate/20240729124632_queue_make_security_policy_bots_private.rb b/db/post_migrate/20240729124632_queue_make_security_policy_bots_private.rb
new file mode 100644
index 00000000000..031d47e6a87
--- /dev/null
+++ b/db/post_migrate/20240729124632_queue_make_security_policy_bots_private.rb
@@ -0,0 +1,27 @@
+# frozen_string_literal: true
+
+class QueueMakeSecurityPolicyBotsPrivate < Gitlab::Database::Migration[2.2]
+  milestone '17.3'
+
+  restrict_gitlab_migration gitlab_schema: :gitlab_main
+
+  MIGRATION = "MakeSecurityPolicyBotsPrivate"
+  DELAY_INTERVAL = 2.minutes
+  BATCH_SIZE = 1000
+  SUB_BATCH_SIZE = 100
+
+  def up
+    queue_batched_background_migration(
+      MIGRATION,
+      :users,
+      :id,
+      job_interval: DELAY_INTERVAL,
+      batch_size: BATCH_SIZE,
+      sub_batch_size: SUB_BATCH_SIZE
+    )
+  end
+
+  def down
+    delete_batched_background_migration(MIGRATION, :users, :id, [])
+  end
+end
diff --git a/db/post_migrate/20240731160141_index_error_tracking_error_events_on_project_id.rb b/db/post_migrate/20240731160141_index_error_tracking_error_events_on_project_id.rb
new file mode 100644
index 00000000000..3b8bafef407
--- /dev/null
+++ b/db/post_migrate/20240731160141_index_error_tracking_error_events_on_project_id.rb
@@ -0,0 +1,16 @@
+# frozen_string_literal: true
+
+class IndexErrorTrackingErrorEventsOnProjectId < Gitlab::Database::Migration[2.2]
+  milestone '17.3'
+  disable_ddl_transaction!
+
+  INDEX_NAME = 'index_error_tracking_error_events_on_project_id'
+
+  def up
+    add_concurrent_index :error_tracking_error_events, :project_id, name: INDEX_NAME
+  end
+
+  def down
+    remove_concurrent_index_by_name :error_tracking_error_events, INDEX_NAME
+  end
+end
diff --git a/db/post_migrate/20240731160142_add_error_tracking_error_events_project_id_fk.rb b/db/post_migrate/20240731160142_add_error_tracking_error_events_project_id_fk.rb
new file mode 100644
index 00000000000..5a988e59812
--- /dev/null
+++ b/db/post_migrate/20240731160142_add_error_tracking_error_events_project_id_fk.rb
@@ -0,0 +1,16 @@
+# frozen_string_literal: true
+
+class AddErrorTrackingErrorEventsProjectIdFk < Gitlab::Database::Migration[2.2]
+  milestone '17.3'
+  disable_ddl_transaction!
+
+  def up
+    add_concurrent_foreign_key :error_tracking_error_events, :projects, column: :project_id, on_delete: :cascade
+  end
+
+  def down
+    with_lock_retries do
+      remove_foreign_key :error_tracking_error_events, column: :project_id
+    end
+  end
+end
diff --git a/db/post_migrate/20240731160143_add_error_tracking_error_events_project_id_trigger.rb b/db/post_migrate/20240731160143_add_error_tracking_error_events_project_id_trigger.rb
new file mode 100644
index 00000000000..365fa5c11b8
--- /dev/null
+++ b/db/post_migrate/20240731160143_add_error_tracking_error_events_project_id_trigger.rb
@@ -0,0 +1,25 @@
+# frozen_string_literal: true
+
+class AddErrorTrackingErrorEventsProjectIdTrigger < Gitlab::Database::Migration[2.2]
+  milestone '17.3'
+
+  def up
+    install_sharding_key_assignment_trigger(
+      table: :error_tracking_error_events,
+      sharding_key: :project_id,
+      parent_table: :error_tracking_errors,
+      parent_sharding_key: :project_id,
+      foreign_key: :error_id
+    )
+  end
+
+  def down
+    remove_sharding_key_assignment_trigger(
+      table: :error_tracking_error_events,
+      sharding_key: :project_id,
+      parent_table: :error_tracking_errors,
+      parent_sharding_key: :project_id,
+      foreign_key: :error_id
+    )
+  end
+end
diff --git a/db/post_migrate/20240731160144_queue_backfill_error_tracking_error_events_project_id.rb b/db/post_migrate/20240731160144_queue_backfill_error_tracking_error_events_project_id.rb
new file mode 100644
index 00000000000..4a6b32e8b7c
--- /dev/null
+++ b/db/post_migrate/20240731160144_queue_backfill_error_tracking_error_events_project_id.rb
@@ -0,0 +1,40 @@
+# frozen_string_literal: true
+
+class QueueBackfillErrorTrackingErrorEventsProjectId < Gitlab::Database::Migration[2.2]
+  milestone '17.3'
+  restrict_gitlab_migration gitlab_schema: :gitlab_main_cell
+
+  MIGRATION = "BackfillErrorTrackingErrorEventsProjectId"
+  DELAY_INTERVAL = 2.minutes
+  BATCH_SIZE = 1000
+  SUB_BATCH_SIZE = 100
+
+  def up
+    queue_batched_background_migration(
+      MIGRATION,
+      :error_tracking_error_events,
+      :id,
+      :project_id,
+      :error_tracking_errors,
+      :project_id,
+      :error_id,
+      job_interval: DELAY_INTERVAL,
+      batch_size: BATCH_SIZE,
+      sub_batch_size: SUB_BATCH_SIZE
+    )
+  end
+
+  def down
+    delete_batched_background_migration(
+      MIGRATION,
+      :error_tracking_error_events,
+      :id,
+      [
+        :project_id,
+        :error_tracking_errors,
+        :project_id,
+        :error_id
+      ]
+    )
+  end
+end
diff --git a/db/schema_migrations/20240722075838 b/db/schema_migrations/20240722075838
new file mode 100644
index 00000000000..40ae5c33f9f
--- /dev/null
+++ b/db/schema_migrations/20240722075838
@@ -0,0 +1 @@
+98d457dad465ed47213aeb5f19cc0e4c4b7b63b637d7e3889cbff96508948955
\ No newline at end of file
diff --git a/db/schema_migrations/20240729124632 b/db/schema_migrations/20240729124632
new file mode 100644
index 00000000000..a332c19b1ad
--- /dev/null
+++ b/db/schema_migrations/20240729124632
@@ -0,0 +1 @@
+27d17854dc925a1272057cc62471418707e40ef93d3e84bd6f350b3c6bbd8fd7
\ No newline at end of file
diff --git a/db/schema_migrations/20240731160140 b/db/schema_migrations/20240731160140
new file mode 100644
index 00000000000..d97bacd7223
--- /dev/null
+++ b/db/schema_migrations/20240731160140
@@ -0,0 +1 @@
+33e2ea59ff299bcf4273ad1ac5bd759762d2179868788093e44416b151eeedb9
\ No newline at end of file
diff --git a/db/schema_migrations/20240731160141 b/db/schema_migrations/20240731160141
new file mode 100644
index 00000000000..2c586f2a36d
--- /dev/null
+++ b/db/schema_migrations/20240731160141
@@ -0,0 +1 @@
+0f5a739b5dd0c71a1f351e0f4a326ec9fa6f9a66e4b8966bbbd630a56886f2cb
\ No newline at end of file
diff --git a/db/schema_migrations/20240731160142 b/db/schema_migrations/20240731160142
new file mode 100644
index 00000000000..83f2773fd6d
--- /dev/null
+++ b/db/schema_migrations/20240731160142
@@ -0,0 +1 @@
+7dc617273783f9ab59fbcf43c8dc33888c9bcbcdfaa6620b4cb57acba65c8dcf
\ No newline at end of file
diff --git a/db/schema_migrations/20240731160143 b/db/schema_migrations/20240731160143
new file mode 100644
index 00000000000..3c213149246
--- /dev/null
+++ b/db/schema_migrations/20240731160143
@@ -0,0 +1 @@
+3009cdf89090e618ac365ec0b921bad58a6d9477d75b4c84049f63d2739dd21c
\ No newline at end of file
diff --git a/db/schema_migrations/20240731160144 b/db/schema_migrations/20240731160144
new file mode 100644
index 00000000000..77f46d3330b
--- /dev/null
+++ b/db/schema_migrations/20240731160144
@@ -0,0 +1 @@
+6a8655271f76b8bf06d320d29617cb33c28f24fb7bb0a0a78c233ddd7650a6f7
\ No newline at end of file
diff --git a/db/structure.sql b/db/structure.sql
index 012adc5e803..da37c6cdc71 100644
--- a/db/structure.sql
+++ b/db/structure.sql
@@ -1330,6 +1330,22 @@ RETURN NEW;
 END
 $$;
 
+CREATE FUNCTION trigger_6c38ba395cc1() RETURNS trigger
+    LANGUAGE plpgsql
+    AS $$
+BEGIN
+IF NEW."project_id" IS NULL THEN
+  SELECT "project_id"
+  INTO NEW."project_id"
+  FROM "error_tracking_errors"
+  WHERE "error_tracking_errors"."id" = NEW."error_id";
+END IF;
+
+RETURN NEW;
+
+END
+$$;
+
 CREATE FUNCTION trigger_6cdea9559242() RETURNS trigger
     LANGUAGE plpgsql
     AS $$
@@ -10490,6 +10506,7 @@ CREATE TABLE error_tracking_error_events (
     payload jsonb DEFAULT '{}'::jsonb NOT NULL,
     created_at timestamp with time zone NOT NULL,
     updated_at timestamp with time zone NOT NULL,
+    project_id bigint,
     CONSTRAINT check_92ecc3077b CHECK ((char_length(description) <= 1024)),
     CONSTRAINT check_c67d5b8007 CHECK ((char_length(level) <= 255)),
     CONSTRAINT check_f4b52474ad CHECK ((char_length(environment) <= 255))
@@ -27527,6 +27544,8 @@ CREATE INDEX index_error_tracking_client_keys_on_project_id ON error_tracking_cl
 
 CREATE INDEX index_error_tracking_error_events_on_error_id ON error_tracking_error_events USING btree (error_id);
 
+CREATE INDEX index_error_tracking_error_events_on_project_id ON error_tracking_error_events USING btree (project_id);
+
 CREATE INDEX index_error_tracking_errors_on_project_id ON error_tracking_errors USING btree (project_id);
 
 CREATE INDEX index_esc_protected_branches_on_external_status_check_id ON external_status_checks_protected_branches USING btree (external_status_check_id);
@@ -32079,6 +32098,8 @@ CREATE TRIGGER trigger_664594a3d0a7 BEFORE INSERT OR UPDATE ON merge_request_use
 
 CREATE TRIGGER trigger_68435a54ee2b BEFORE INSERT OR UPDATE ON packages_debian_project_architectures FOR EACH ROW EXECUTE FUNCTION trigger_68435a54ee2b();
 
+CREATE TRIGGER trigger_6c38ba395cc1 BEFORE INSERT OR UPDATE ON error_tracking_error_events FOR EACH ROW EXECUTE FUNCTION trigger_6c38ba395cc1();
+
 CREATE TRIGGER trigger_6cdea9559242 BEFORE INSERT OR UPDATE ON issue_links FOR EACH ROW EXECUTE FUNCTION trigger_6cdea9559242();
 
 CREATE TRIGGER trigger_77d9fbad5b12 BEFORE INSERT OR UPDATE ON packages_debian_project_distribution_keys FOR EACH ROW EXECUTE FUNCTION trigger_77d9fbad5b12();
@@ -33554,6 +33575,9 @@ ALTER TABLE ONLY namespaces
 ALTER TABLE ONLY fork_networks
     ADD CONSTRAINT fk_e7b436b2b5 FOREIGN KEY (root_project_id) REFERENCES projects(id) ON DELETE SET NULL;
 
+ALTER TABLE ONLY error_tracking_error_events
+    ADD CONSTRAINT fk_e84882273e FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE;
+
 ALTER TABLE ONLY ml_candidates
     ADD CONSTRAINT fk_e86e0bfa5a FOREIGN KEY (model_version_id) REFERENCES ml_model_versions(id) ON DELETE CASCADE;
 
@@ -35474,9 +35498,6 @@ ALTER TABLE ONLY boards_epic_board_recent_visits
 ALTER TABLE ONLY audit_events_streaming_instance_event_type_filters
     ADD CONSTRAINT fk_rails_e7bb18c0e1 FOREIGN KEY (instance_external_audit_event_destination_id) REFERENCES audit_events_instance_external_audit_event_destinations(id) ON DELETE CASCADE;
 
-ALTER TABLE ONLY dast_site_tokens
-    ADD CONSTRAINT fk_rails_e84f721a8e FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE;
-
 ALTER TABLE ONLY group_deploy_keys_groups
     ADD CONSTRAINT fk_rails_e87145115d FOREIGN KEY (group_id) REFERENCES namespaces(id) ON DELETE CASCADE;
 
diff --git a/doc/update/deprecations.md b/doc/update/deprecations.md
index 1517de8ffa1..d7b8d7a0182 100644
--- a/doc/update/deprecations.md
+++ b/doc/update/deprecations.md
@@ -168,6 +168,35 @@ The change will be introduced in GitLab 16.6 behind a feature flag. If you are i
 
 <div class="deprecation breaking-change" data-milestone="18.0">
 
+### CodeClimate-based Code Quality scanning will be removed
+
+<div class="deprecation-notes">
+
+- Announced in GitLab <span class="milestone">17.3</span>
+- Removal in GitLab <span class="milestone">18.0</span> ([breaking change](https://docs.gitlab.com/ee/update/terminology.html#breaking-change))
+- To discuss this change or learn more, see the [deprecation issue](https://gitlab.com/gitlab-org/gitlab/-/issues/471677).
+
+</div>
+
+In GitLab 18.0, we will remove CodeClimate-based Code Quality scanning.
+However, you'll still be able to import results from quality tools by [providing a report as an artifact](https://docs.gitlab.com/ee/ci/testing/code_quality.html#implement-a-custom-tool), just as you can today.
+In addition, you can also see this [epic](https://gitlab.com/groups/gitlab-org/-/epics/8790) for new directions considered for Code Quality.
+
+We expect to implement this change by:
+
+1. Changing the [`Code-Quality.gitlab-ci.yml` CI/CD template](https://gitlab.com/gitlab-org/gitlab/-/blob/master/lib/gitlab/ci/templates/Jobs/Code-Quality.gitlab-ci.yml) to no longer execute scans. Today, this template runs CodeClimate-based scans. (We plan to change the template rather than delete it to reduce the impact on any pipelines that still `include` the template after 18.0.)
+1. No longer running CodeClimate-based scanning as part of Auto DevOps.
+
+Effective immediately, CodeClimate-based scanning will receive only [limited updates](https://docs.gitlab.com/ee/update/terminology.html#deprecation).
+After End of Support in GitLab 18.0, we won't provide further updates.
+However, we won't delete previously published container images or remove the ability to run them by using custom CI/CD pipeline job definitions.
+
+For more details and required actions, see the [deprecation issue for this change](https://gitlab.com/gitlab-org/gitlab/-/issues/471677#action-required).
+
+</div>
+
+<div class="deprecation breaking-change" data-milestone="18.0">
+
 ### Compliance pipelines
 
 <div class="deprecation-notes">
@@ -853,6 +882,23 @@ This is one small step towards moving away from CI/CD templates in preference of
 
 <div class="deprecation " data-milestone="17.4">
 
+### Group vulnerability report by OWASP top 10 2017 is deprecated
+
+<div class="deprecation-notes">
+
+- Announced in GitLab <span class="milestone">17.0</span>
+- Removal in GitLab <span class="milestone">17.4</span>
+- To discuss this change or learn more, see the [deprecation issue](https://gitlab.com/gitlab-org/gitlab/-/issues/458835).
+
+</div>
+
+Grouping the vulnerability report by OWASP top 10 2017 is deprecated, replaced by grouping by OWASP top 10 2021.
+In the future we will support the most recent version of OWASP top 10 for grouping on the vulnerability report.
+
+</div>
+
+<div class="deprecation " data-milestone="17.4">
+
 ### Removed Needs tab from the pipeline view
 
 <div class="deprecation-notes">
@@ -895,23 +941,6 @@ GitLab's [Statement of Support](https://about.gitlab.com/support/statement-of-su
 For example, installing additional packages in a `before_script` is not a supported modification.
 Nevertheless, if you rely on this type of customization, see the [deprecation issue for this change](https://gitlab.com/gitlab-org/gitlab/-/issues/471869#action-required) to learn how to respond to this change or to provide feedback about your current customizations.
 
-</div>
-
-<div class="deprecation " data-milestone="17.3">
-
-### Group vulnerability report by OWASP top 10 2017 is deprecated
-
-<div class="deprecation-notes">
-
-- Announced in GitLab <span class="milestone">17.0</span>
-- Removal in GitLab <span class="milestone">17.3</span>
-- To discuss this change or learn more, see the [deprecation issue](https://gitlab.com/gitlab-org/gitlab/-/issues/458835).
-
-</div>
-
-Grouping the vulnerability report by OWASP top 10 2017 is deprecated, replaced by grouping by OWASP top 10 2021.
-In the future we will support the most recent version of OWASP top 10 for grouping on the vulnerability report.
-
 </div>
 </div>
 
diff --git a/doc/user/application_security/iac_scanning/index.md b/doc/user/application_security/iac_scanning/index.md
index 6991a300430..b610e2dff05 100644
--- a/doc/user/application_security/iac_scanning/index.md
+++ b/doc/user/application_security/iac_scanning/index.md
@@ -183,6 +183,61 @@ In the following example `sast-ruleset.toml` file, rules are matched by the `typ
       severity = "Info"
 ```
 
+### Offline configuration
+
+DETAILS:
+**Tier:** PREMIUM
+**Offering:** Self-managed
+
+An offline environment has limited, restricted, or intermittent access to external resources through
+the internet. For self-managed GitLab instances in such an environment, IaC requires
+some configuration changes. The instructions in this section must be completed together with the
+instructions detailed in [offline environments](../offline_deployments/index.md).
+
+#### Configure GitLab Runner
+
+By default, a runner tries to pull Docker images from the GitLab container registry even if a local
+copy is available. You should use this default setting, to ensure Docker images remain current.
+However, if no network connectivity is available, you must change the default GitLab Runner
+`pull_policy` variable.
+
+Configure the GitLab Runner CI/CD variable `pull_policy` to
+[`if-not-present`](https://docs.gitlab.com/runner/executors/docker.html#using-the-if-not-present-pull-policy).
+
+#### Use local IaC analyzer image
+
+Use a local IaC analyzer image if you want to obtain the image from a local Docker
+registry instead of the GitLab container registry.
+
+Prerequisites:
+
+- Importing Docker images into a local offline Docker registry depends on your
+  network security policy. Consult your IT staff to find an accepted and approved process
+  to import or temporarily access external resources.
+
+1. Import the default IaC analyzer image from `registry.gitlab.com` into your
+   [local Docker container registry](../../packages/container_registry/index.md):
+
+   ```plaintext
+   registry.gitlab.com/security-products/kics:5
+   ```
+
+   The IaC analyzer's image is [periodically updated](../index.md#vulnerability-scanner-maintenance)
+   so you should periodically update the local copy.
+
+1. Set the CI/CD variable `SECURE_ANALYZERS_PREFIX` to the local Docker container registry.
+
+   ```yaml
+   include:
+     - template: Jobs/SAST-IaC.gitlab-ci.yml
+
+   variables:
+     SECURE_ANALYZERS_PREFIX: "localhost:5000/analyzers"
+   ```
+
+The IaC job should now use the local copy of the analyzer Docker image,
+without requiring internet access.
+
 ## Use a specific analyzer version
 
 The GitLab-managed CI/CD template specifies a major version and automatically pulls the latest
diff --git a/doc/user/application_security/policies/scan-result-policies.md b/doc/user/application_security/policies/scan-result-policies.md
index 687f92eee06..719865907b9 100644
--- a/doc/user/application_security/policies/scan-result-policies.md
+++ b/doc/user/application_security/policies/scan-result-policies.md
@@ -460,14 +460,23 @@ Lock file tampering, for example, is outside of the scope of security policy man
 
 ![Evaluating scan result findings](img/scan_results_evaluation_white-bg.png)
 
-### Known issues
+### Filter out policy violations with the attributes "Fix Available" or "False Positive"
 
-We have identified in [epic 11020](https://gitlab.com/groups/gitlab-org/-/epics/11020) common areas of confusion in scan result findings that need to be addressed. Below are a few of the known issues:
+To avoid unnecessary approval requirements, these additional filters help ensure you only block MRs on the most actionable findings. 
 
-- When using `new_needs_triage` and `new_dismissed`, some findings may require approval when they are not introduced by the merge request (such as a new CVE on a related dependency)
-- Findings or errors that cause approval to be required on a merge request approval policy may not be evident in the Security MR widget. With `merge base` introduced in [issue 428518](https://gitlab.com/gitlab-org/gitlab/-/issues/428518) some cases were addressed. Support for displaying more granular details about what caused security policy violations is proposed in [epic 11185](https://gitlab.com/groups/gitlab-org/-/epics/11185).
-- Security policy violations are distinct compared to findings displayed in the MR widgets. Some violations may not be present in the MR widget. We are working to harmonize our features in [epic 11020](https://gitlab.com/groups/gitlab-org/-/epics/11020) and to display policy violations explicitly in merge requests in [epic 11185](https://gitlab.com/groups/gitlab-org/-/epics/11185).
-- When merged results pipelines are enabled for the project, along with branch pipelines for created MRs, the comparison between source and target branches depends on the order in which the source branch's pipeline finishes. This can create race conditions, a resolution of which is proposed in [issue 384927](https://gitlab.com/gitlab-org/gitlab/-/issues/384927). The approvals may behave differently, depending on which target branch pipeline is selected.
+By setting `fix_available` to `false` in YAML, or **is not** and **Fix Available** in the policy editor, the finding is not considered a policy violation when the finding has a solution or remediation available. Solutions appear at the bottom of the vulnerability object under the heading **Solution**. Remediations appear as a **Resolve with Merge Request** button within the vulnerability object.
+
+The **Resolve with Merge Request** button only appears when one of the following criteria is met:
+
+1. A SAST vulnerability is found in a project that is on the Ultimate Tier with GitLab Duo Enterprise.
+1. A container scanning vulnerability is found in a project that is on the Ultimate Tier in a job where `GIT_STRATEGY: fetch` has been set. Additionally, the vulnerability must have a package containing a fix that is available for the repositories enabled for the container image.
+1. A dependency scanning vulnerability is found in a Node.js project that is managed by yarn and a fix is available. Additionally, the project must be on the Ultimate Tier and FIPS mode must be disabled for the instance.
+
+**Fix Available** only applies to dependency scanning and container scanning.
+
+By using the **False Positive** attribute, similarly, you can ignore findings detected by a policy by setting `false_positive` to `false` (or set attribute to **Is not** and **False Positive** in the policy editor).
+
+The **False Positive** attribute only applies to findings detected by our Vulnerability Extraction Tool for SAST results.
 
 ## Troubleshooting
 
@@ -500,16 +509,20 @@ end.each do |project, configuration_ids|
 end
 ```
 
+### Newly detected CVEs
+
+When using `new_needs_triage` and `new_dismissed`, some findings may require approval when they are not introduced by the merge request (such as a new CVE on a related dependency). These findings will not be present within the MR widget, but will be highlighted in the policy bot comment and pipeline report.
+
 ### Support request for debugging of merge request approval policy
 
-GitLab SaaS users may submit a [support ticket](https://about.gitlab.com/support/) titled "Merge request approval policy debugging". Provide the following details:
+GitLab.com users may submit a [support ticket](https://about.gitlab.com/support/) titled "Merge request approval policy debugging". Provide the following details:
 
 - Group path, project path and optionally merge request ID
 - Severity
 - Current behavior
 - Expected behavior
 
-### GitLab SaaS
+#### GitLab.com
 
 Support teams will investigate [logs](https://log.gprd.gitlab.net/) (`pubsub-sidekiq-inf-gprd*`) to identify the failure `reason`. Below is an example response snippet from logs. You can use this query to find logs related to approvals: `json.event.keyword: "update_approvals"` and `json.project_path: "group-path/project-path"`. Optionally, you can further filter by the merge request identifier using `json.merge_request_iid`:
 
@@ -525,7 +538,7 @@ Support teams will investigate [logs](https://log.gprd.gitlab.net/) (`pubsub-sid
 }
 ```
 
-### GitLab self-managed
+#### GitLab self-managed
 
 Search for keywords such as the `project-path`, `api_fuzzing`, and `merge_request`. Example: `grep group-path/project-path`, and `grep merge_request`. If you know the correlation ID you can search by correlation ID. For example, if the value of `correlation_id` is 01HWN2NFABCEDFG, search for `01HWN2NFABCEDFG`.
 Search in the following files:
diff --git a/doc/user/application_security/policies/scan_execution_policies.md b/doc/user/application_security/policies/scan_execution_policies.md
index a06cf7f4a16..e0097a0865e 100644
--- a/doc/user/application_security/policies/scan_execution_policies.md
+++ b/doc/user/application_security/policies/scan_execution_policies.md
@@ -282,30 +282,39 @@ In GitLab 16.9 and earlier:
 - If the CI/CD variables suffixed `_EXCLUDED_ANALYZERS` were declared in a policy, their values were
   ignored, regardless of where they were defined: policy, group, or project.
 
-## Security policy scopes
+## Scope security policies to projects
 
 > - [Introduced](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/135398) in GitLab 16.7 [with a flag](../../../administration/feature_flags.md) named `security_policies_policy_scope`. Enabled by default.
 > - [Generally available](https://gitlab.com/gitlab-org/gitlab/-/issues/443594) in GitLab 16.11. Feature flag `security_policies_policy_scope` removed.
 
-Security policy enforcement depends first on establishing a link between the group, subgroup, or
-project on which you want to enforce policies, and the security policy project that contains the
-policies. For example, if you are linking policies to a group, a group owner must create the link to
+Security policy enforcement depends first on establishing a link between:
+
+- The group, subgroup, or project on which you want to enforce policies
+- The security policy project that contains the policies.
+
+For example, if you are linking policies to a group, a group owner must create the link to
 the security policy project. Then, all policies in the security policy project are inherited by all
 projects in the group.
 
-You can refine a security policy's scope to:
+You scope security policies to projects by setting the scopes in the `policy.yml` file to:
 
-- _Include_ only projects applied with a [compliance framework](../../group/compliance_frameworks.md).
-- _Include_ or _exclude_ selected projects from enforcement.
+- _Include_ only projects with an applied [compliance framework](../../group/compliance_frameworks.md) by using
+  the compliance framework's ID. To include projects, use `policy_scope.compliance_frameworks.id` to specify IDs of
+  compliance frameworks that are applied to the projects.
+- _Include_ or _exclude_ selected projects from enforcement by using the project's ID.
 
 ### Policy scope schema
 
+A policy scope must conform to this schema.
+
 | Field | Type | Required | Possible values | Description |
 |-------|------|----------|-----------------|-------------|
 | `policy_scope` | `object` | false | `compliance_frameworks`, `projects` | Scopes the policy based on compliance framework labels or projects you define. |
 
 #### `policy_scope` scope type
 
+Policy scopes are one of two types.
+
 | Field | Type | Possible values | Description |
 |-------|------|-----------------|-------------|
 | `compliance_frameworks` | `array` |  | List of IDs of the compliance frameworks in scope of enforcement, in an array of objects with key `id`. |
@@ -313,6 +322,11 @@ You can refine a security policy's scope to:
 
 #### Example `policy.yml` with security policy scopes
 
+In this example, the security policy:
+
+- Includes any project with compliance frameworks with an ID of either `2` or `11` applied to them.
+- Excludes projects with an ID of either `24` or `27`.
+
 ```yaml
 ---
 scan_execution_policy:
diff --git a/doc/user/application_security/vulnerability_report/index.md b/doc/user/application_security/vulnerability_report/index.md
index 3436eea6bbf..db048e4de5e 100644
--- a/doc/user/application_security/vulnerability_report/index.md
+++ b/doc/user/application_security/vulnerability_report/index.md
@@ -184,7 +184,7 @@ You can group by:
 WARNING:
 Support for grouping by OWASP top 10 2017 was
 [deprecated](https://gitlab.com/gitlab-org/gitlab/-/issues/458835) in GitLab 17.0 and is planned for
-removal in 17.3. Support for grouping by OWASP top 10 2021 is proposed in [issue 440182](https://gitlab.com/gitlab-org/gitlab/-/issues/440182) for GitLab 17.3.
+removal in 17.4. Support for grouping by OWASP top 10 2021 is proposed in [issue 440182](https://gitlab.com/gitlab-org/gitlab/-/issues/440182) for GitLab 17.4.
 
 ### Group vulnerabilities
 
diff --git a/doc/user/compliance/audit_event_types.md b/doc/user/compliance/audit_event_types.md
index bf15cd730aa..fb8a1143ce7 100644
--- a/doc/user/compliance/audit_event_types.md
+++ b/doc/user/compliance/audit_event_types.md
@@ -63,12 +63,12 @@ Audit event types belong to the following product categories.
 | [`audit_events_streaming_instance_headers_destroy`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/127228) | Triggered when a streaming header for instance level external audit event destination is deleted. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.3](https://gitlab.com/gitlab-org/gitlab/-/issues/417433) | Instance |
 | [`audit_events_streaming_instance_headers_update`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/127228) | Triggered when a streaming header for instance level external audit event destination is updated. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.3](https://gitlab.com/gitlab-org/gitlab/-/issues/417433) | Instance |
 | [`create_event_streaming_destination`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/74632) | Event triggered when an external audit event destination is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [14.6](https://gitlab.com/gitlab-org/gitlab/-/issues/344664) | Group |
-| [`create_http_namespace_filter`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/136047) | Event triggered when a namespace filter for an external audit event destination for a top-level group is created. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.6](https://gitlab.com/gitlab-org/gitlab/-/issues/424176) | Group |
-| [`create_instance_event_streaming_destination`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/123882) | Event triggered when an instance level external audit event destination is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.2](https://gitlab.com/gitlab-org/gitlab/-/issues/404730) | Instance |
-| [`created_group_audit_event_streaming_destination`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/147888) | Event triggered when an external audit event destination for a top-level group is created. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.11](https://gitlab.com/gitlab-org/gitlab/-/issues/436610) | Group |
-| [`created_group_namespace_filter`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/150712) | Event triggered when a namespace filter for an external audit event destination for a top-level group is created. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.0](https://gitlab.com/gitlab-org/gitlab/-/issues/436612) | Group |
-| [`created_instance_audit_event_streaming_destination`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/148383) | Event triggered when an external audit event destination for a GitLab instance is created. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.11](https://gitlab.com/gitlab-org/gitlab/-/issues/436615) | Instance |
-| [`created_instance_namespace_filter`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/153156) | Event triggered when a namespace filter for an external audit event destination for an instance is created. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.2](https://gitlab.com/gitlab-org/gitlab/-/issues/436613) | Instance |
+| [`create_http_namespace_filter`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/136047) | Event triggered when a namespace filter for an external audit event destination for a top-level group is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.6](https://gitlab.com/gitlab-org/gitlab/-/issues/424176) | Group |
+| [`create_instance_event_streaming_destination`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/123882) | Event triggered when an external audit event destination for an instance is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.2](https://gitlab.com/gitlab-org/gitlab/-/issues/404730) | Instance |
+| [`created_group_audit_event_streaming_destination`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/147888) | Triggered when an external audit event destination for a top-level group is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.11](https://gitlab.com/gitlab-org/gitlab/-/issues/436610) | Group |
+| [`created_group_namespace_filter`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/150712) | Triggered when a namespace filter for an external audit event destination for a top-level group is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.0](https://gitlab.com/gitlab-org/gitlab/-/issues/436612) | Group |
+| [`created_instance_audit_event_streaming_destination`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/148383) | Triggered when an external audit event destination for an instance is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.11](https://gitlab.com/gitlab-org/gitlab/-/issues/436615) | Instance |
+| [`created_instance_namespace_filter`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/153156) | Triggered when a namespace filter for an external audit event destination for an instance is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.2](https://gitlab.com/gitlab-org/gitlab/-/issues/436613) | Instance |
 | [`delete_http_namespace_filter`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/136302) | Event triggered when a namespace filter for an external audit event destination for a top-level group is deleted. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.7](https://gitlab.com/gitlab-org/gitlab/-/issues/424177) | Group |
 | [`deleted_group_audit_event_streaming_destination`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/148738) | Event triggered when an external audit event destination for a top-level group is deleted. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.11](https://gitlab.com/gitlab-org/gitlab/-/issues/436610) | Group |
 | [`deleted_group_namespace_filter`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/150712) | Event triggered when a namespace filter for an external audit event destination for a top-level group is deleted. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.0](https://gitlab.com/gitlab-org/gitlab/-/issues/436612) | Group |
@@ -134,12 +134,12 @@ Audit event types belong to the following product categories.
 | [`allow_committer_approval_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/102256) | Triggered when 'Prevent approvals by users who add commits' setting is updated. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.6](https://gitlab.com/gitlab-org/gitlab/-/issues/373949) | Group |
 | [`allow_overrides_to_approver_list_per_merge_request_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/102256) | Triggered when 'Prevent editing approval rules in projects and merge requests' setting is updated. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.6](https://gitlab.com/gitlab-org/gitlab/-/issues/373949) | Group |
 | [`audit_events_streaming_headers_update`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/92068) | Triggered when a streaming header for audit events is updated. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.3](https://gitlab.com/gitlab-org/gitlab/-/issues/366350) | Group |
-| [`compliance_framework_added`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/157893) | Triggered when a framework label is added to a project. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.2](https://gitlab.com/gitlab-org/gitlab/-/issues/464160) | Project |
-| [`compliance_framework_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/65343) | Triggered when a framework gets removed from a project | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [14.1](https://gitlab.com/gitlab-org/gitlab/-/issues/329362) | Project |
-| [`compliance_framework_id_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/94711) | audit when compliance framework ID is updated | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.7](https://gitlab.com/gitlab-org/gitlab/-/issues/369310) | Project |
-| [`compliance_framework_removed`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/157893) | Triggered when a framework label is removed from a project. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.2](https://gitlab.com/gitlab-org/gitlab/-/issues/464160) | Project |
-| [`create_compliance_framework`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/74292) | Triggered on successful compliance framework creation | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [14.6](https://gitlab.com/gitlab-org/gitlab/-/issues/340649) | Group |
-| [`create_status_check`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/84624) | Event triggered when an external status check is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.9](https://gitlab.com/gitlab-org/gitlab/-/issues/355805) | Project |
+| [`compliance_framework_added`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/157893) | Triggered when a compliance framework is applied to a project | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.2](https://gitlab.com/gitlab-org/gitlab/-/issues/464160) | Project |
+| [`compliance_framework_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/65343) | Triggered when a compliance framework is removed from a project | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [14.1](https://gitlab.com/gitlab-org/gitlab/-/issues/329362) | Project |
+| [`compliance_framework_id_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/94711) | Triggered when a compliance framework ID is updated | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.7](https://gitlab.com/gitlab-org/gitlab/-/issues/369310) | Project |
+| [`compliance_framework_removed`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/157893) | Triggered when a compliance framework is removed from a project | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.2](https://gitlab.com/gitlab-org/gitlab/-/issues/464160) | Project |
+| [`create_compliance_framework`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/74292) | Triggered on when a compliance framework is successfully created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [14.6](https://gitlab.com/gitlab-org/gitlab/-/issues/340649) | Group |
+| [`create_status_check`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/84624) | Triggered when an external status check is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.9](https://gitlab.com/gitlab-org/gitlab/-/issues/355805) | Project |
 | [`delete_status_check`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/84624) | Event triggered when an external status check is deleted | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.9](https://gitlab.com/gitlab-org/gitlab/-/issues/355805) | Project |
 | [`destroy_compliance_framework`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/74292) | Triggered on successful compliance framework deletion | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [14.6](https://gitlab.com/gitlab-org/gitlab/-/issues/340649) | Group |
 | [`email_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/114546) | Event triggered when an email is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.11](https://gitlab.com/gitlab-org/gitlab/-/issues/374107) | User |
@@ -219,27 +219,27 @@ Audit event types belong to the following product categories.
 | Name | Description | Saved to database | Streamed | Introduced in | Scope |
 |:------------|:------------|:------------------|:---------|:--------------|:--------------|
 | [`allow_merge_on_skipped_pipeline_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/83922) | Triggered when 'Skipped pipelines are considered successful' setting is updated. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [14.10](https://gitlab.com/gitlab-org/gitlab/-/issues/301124) | Project |
-| [`ci_group_variable_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a CI variable is created at a group level | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Group |
-| [`ci_group_variable_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a group's CI variable is deleted | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Group |
-| [`ci_group_variable_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a group's CI variable is updated | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Group |
-| [`ci_instance_variable_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/131882) | When an instance level CI variable is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.5](https://gitlab.com/gitlab-org/gitlab/-/issues/8070) | Instance |
-| [`ci_instance_variable_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/131882) | When an instance level CI variable is deleted | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.5](https://gitlab.com/gitlab-org/gitlab/-/issues/8070) | Instance |
-| [`ci_instance_variable_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/131882) | When an instance level CI variable is changed | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.5](https://gitlab.com/gitlab-org/gitlab/-/issues/8070) | Instance |
-| [`ci_variable_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a CI variable is created at a project level | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Project |
-| [`ci_variable_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a project's CI variable is deleted | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Project |
-| [`ci_variable_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a project's CI variable is updated | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Project |
+| [`ci_group_variable_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a CI/CD variable is created for a group | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Group |
+| [`ci_group_variable_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a CI/CD variable is deleted for a group | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Group |
+| [`ci_group_variable_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a CI/CD variable is updated for a group | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Group |
+| [`ci_instance_variable_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/131882) | Triggered when a CI/CD variable is created for an instance | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.5](https://gitlab.com/gitlab-org/gitlab/-/issues/8070) | Instance |
+| [`ci_instance_variable_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/131882) | Triggered when a CI/CD variable is deleted for an instance | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.5](https://gitlab.com/gitlab-org/gitlab/-/issues/8070) | Instance |
+| [`ci_instance_variable_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/131882) | Triggered when a CI/CD variable is updated for an instance | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.5](https://gitlab.com/gitlab-org/gitlab/-/issues/8070) | Instance |
+| [`ci_variable_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a CI/CD variable is created for a project | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Project |
+| [`ci_variable_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a CI/CD variable is deleted for a project | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Project |
+| [`ci_variable_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/91983) | Triggered when a CI/CD variable is updated for a project | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.2](https://gitlab.com/gitlab-org/gitlab/-/issues/363090) | Project |
 | [`destroy_pipeline`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/135255) | Event triggered when a pipeline is deleted | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.6](https://gitlab.com/gitlab-org/gitlab/-/issues/339041) | Project |
 
 ### Deployment management
 
 | Name | Description | Saved to database | Streamed | Introduced in | Scope |
 |:------------|:------------|:------------------|:---------|:--------------|:--------------|
-| [`cluster_agent_create_failed`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/159593) | Event triggered when a user attempts to create a cluster agent but it failed | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.3](https://gitlab.com/gitlab-org/gitlab/-/issues/462749) | Project |
-| [`cluster_agent_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/159593) | Event triggered when a user creates a cluster agent | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.3](https://gitlab.com/gitlab-org/gitlab/-/issues/462749) | Project |
-| [`cluster_agent_delete_failed`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/159593) | Event triggered when a user attempts to delete a cluster agent but it failed | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.3](https://gitlab.com/gitlab-org/gitlab/-/issues/462749) | Project |
-| [`cluster_agent_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/159593) | Event triggered when a user deletes a cluster agent | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.3](https://gitlab.com/gitlab-org/gitlab/-/issues/462749) | Project |
-| [`cluster_agent_token_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/112036) | Event triggered when a user creates a cluster agent token | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.10](https://gitlab.com/gitlab-org/gitlab/-/issues/382133) | Project |
-| [`cluster_agent_token_revoked`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/112036) | Event triggered when a user revokes a cluster agent token | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.10](https://gitlab.com/gitlab-org/gitlab/-/issues/382133) | Project |
+| [`cluster_agent_create_failed`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/159593) | Triggered when a user attempts to create a cluster agent but it failed | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.3](https://gitlab.com/gitlab-org/gitlab/-/issues/462749) | Project |
+| [`cluster_agent_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/159593) | Triggered when a user creates a cluster agent | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.3](https://gitlab.com/gitlab-org/gitlab/-/issues/462749) | Project |
+| [`cluster_agent_delete_failed`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/159593) | Triggered when a user attempts to delete a cluster agent but it failed | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.3](https://gitlab.com/gitlab-org/gitlab/-/issues/462749) | Project |
+| [`cluster_agent_deleted`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/159593) | Triggered when a user deletes a cluster agent | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [17.3](https://gitlab.com/gitlab-org/gitlab/-/issues/462749) | Project |
+| [`cluster_agent_token_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/112036) | Triggered when a user creates a cluster agent token | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.10](https://gitlab.com/gitlab-org/gitlab/-/issues/382133) | Project |
+| [`cluster_agent_token_revoked`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/112036) | Triggered when a user revokes a cluster agent token | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.10](https://gitlab.com/gitlab-org/gitlab/-/issues/382133) | Project |
 
 ### Dynamic application security testing
 
@@ -283,7 +283,7 @@ Audit event types belong to the following product categories.
 
 | Name | Description | Saved to database | Streamed | Introduced in | Scope |
 |:------------|:------------|:------------------|:---------|:--------------|:--------------|
-| [`ci_runner_usage_export`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/139578) | Triggered when a runner usage report is generated. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.8](https://gitlab.com/gitlab-org/gitlab/-/issues/426560) | Instance |
+| [`ci_runner_usage_export`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/139578) | Triggered when a runner usage report is generated | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.8](https://gitlab.com/gitlab-org/gitlab/-/issues/426560) | Instance |
 
 ### Fuzz testing
 
@@ -295,7 +295,7 @@ Audit event types belong to the following product categories.
 
 | Name | Description | Saved to database | Streamed | Introduced in | Scope |
 |:------------|:------------|:------------------|:---------|:--------------|:--------------|
-| [`create_ssh_certificate`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/134556) | Event triggered when an SSH certificate is created. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.6](https://gitlab.com/gitlab-org/gitlab/-/issues/427413) | Group |
+| [`create_ssh_certificate`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/134556) | Triggered when an SSH certificate is created | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.6](https://gitlab.com/gitlab-org/gitlab/-/issues/427413) | Group |
 | [`delete_ssh_certificate`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/134556) | Event triggered when an SSH certificate is deleted. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.6](https://gitlab.com/gitlab-org/gitlab/-/issues/427413) | Group |
 | [`group_created`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/121005) | Event triggered when a group is created. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.3](https://gitlab.com/gitlab-org/gitlab/-/issues/411595) | Group |
 | [`group_lfs_enabled_updated`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/106079) | Event triggered when a groups lfs enabled is updated. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.7](https://gitlab.com/gitlab-org/gitlab/-/issues/369323) | Group |
@@ -505,7 +505,7 @@ Audit event types belong to the following product categories.
 
 | Name | Description | Saved to database | Streamed | Introduced in | Scope |
 |:------------|:------------|:------------------|:---------|:--------------|:--------------|
-| [`comment_by_project_bot`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/120927) | Triggered when a comment is added to an issue or an MR using the project access token | **{dotted-circle}** No | **{check-circle}** Yes | GitLab [16.1](https://gitlab.com/gitlab-org/gitlab/-/issues/323299) | Project |
+| [`comment_by_project_bot`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/120927) | Triggered when a comment is added to an issue or a merge request when using a project access token | **{dotted-circle}** No | **{check-circle}** Yes | GitLab [16.1](https://gitlab.com/gitlab-org/gitlab/-/issues/323299) | Project |
 | [`delete_issue`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/96773) | Event triggered on successful issue deletion | **{dotted-circle}** No | **{check-circle}** Yes | GitLab [15.4](https://gitlab.com/gitlab-org/gitlab/-/issues/370487) | Project |
 | [`delete_work_item`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/96773) | Event triggered on successful work item deletion | **{dotted-circle}** No | **{check-circle}** Yes | GitLab [15.4](https://gitlab.com/gitlab-org/gitlab/-/issues/370487) | Project |
 | [`issue_closed_by_project_bot`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/121485) | Triggered when an issue is closed using a project access token | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [16.1](https://gitlab.com/gitlab-org/gitlab/-/issues/323299) | Project |
@@ -521,7 +521,7 @@ Audit event types belong to the following product categories.
 |:------------|:------------|:------------------|:---------|:--------------|:--------------|
 | [`authenticated_with_group_saml`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/28575) | Triggered when successfully signing in with SAML authentication. | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [12.10](https://gitlab.com/gitlab-org/gitlab/-/issues/35710) | Group |
 | [`ban_user`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/116103) | Triggered when a user is banned, unbanned, blocked, or unblocked | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.11](https://gitlab.com/gitlab-org/gitlab/-/issues/377620) | User |
-| [`change_membership_state`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/87924) | Event triggered on a users membership is updated | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.1](https://gitlab.com/gitlab-org/gitlab/-/issues/362200) | Group |
+| [`change_membership_state`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/87924) | Triggered when a user's membership is updated | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.1](https://gitlab.com/gitlab-org/gitlab/-/issues/362200) | Group |
 | [`password_reset_failed`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/129079) | Event triggered when a password reset fails for a user | **{dotted-circle}** No | **{check-circle}** Yes | GitLab [16.4](https://gitlab.com/gitlab-org/gitlab/-/issues/377762) | User |
 | [`unban_user`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/116221) | Event triggered on user unban action | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.11](https://gitlab.com/gitlab-org/gitlab/-/issues/377620) | User |
 | [`unblock_user`](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/115727) | Event triggered on user unblock action | **{check-circle}** Yes | **{check-circle}** Yes | GitLab [15.11](https://gitlab.com/gitlab-org/gitlab/-/issues/377620) | User |
diff --git a/doc/user/compliance/license_scanning_of_cyclonedx_files/index.md b/doc/user/compliance/license_scanning_of_cyclonedx_files/index.md
index cf16e7eac06..95a70258043 100644
--- a/doc/user/compliance/license_scanning_of_cyclonedx_files/index.md
+++ b/doc/user/compliance/license_scanning_of_cyclonedx_files/index.md
@@ -164,6 +164,24 @@ License scanning is supported for the following languages and package managers:
 The supported files and versions are the ones supported by
 [Dependency Scanning](../../application_security/dependency_scanning/index.md#supported-languages-and-package-managers).
 
+## Data sources
+
+License information for supported packages is obtained from the sources below. GitLab does
+additional processing on the original data, which includes mapping variations to the canonical
+license names.
+
+| Package manager | Source                                                           |
+|-----------------|------------------------------------------------------------------|
+| Cargo           | <https://deps.dev/>                                              |
+| Conan           | <https://github.com/conan-io/conan-center-index>                 |
+| Go              | <https://index.golang.org/>                                      |
+| Maven           | <https://storage.googleapis.com/maven-central>                   |
+| npm             | <https://deps.dev/>                                              |
+| NuGet           | <https://api.nuget.org/v3/catalog0/index.json>                   |
+| Packagist       | <https://packagist.org/packages/list.json>                       |
+| PyPI            | <https://warehouse.pypa.io/api-reference/bigquery-datasets.html> |
+| Rubygems        | <https://rubygems.org/versions>                                  |
+
 ## License expressions
 
 The License Scanning of CycloneDX files does not support [composite licenses](https://spdx.github.io/spdx-spec/v2-draft/SPDX-license-expressions/).
diff --git a/doc/user/group/compliance_frameworks.md b/doc/user/group/compliance_frameworks.md
index ff3d6fc4984..79e80567743 100644
--- a/doc/user/group/compliance_frameworks.md
+++ b/doc/user/group/compliance_frameworks.md
@@ -14,7 +14,8 @@ You can create a compliance framework that is a label to identify that your proj
 requirements or needs additional oversight.
 
 In the Ultimate tier, the compliance framework can optionally enforce
-[compliance pipeline configuration](compliance_pipelines.md) and [security policies](../application_security/policies/scan_execution_policies.md#security-policy-scopes) to the projects on which it is applied.
+[compliance pipeline configuration](compliance_pipelines.md) and
+[security policies](../application_security/policies/scan_execution_policies.md#scope-security-policies-to-projects) to the projects on which it is applied.
 
 Compliance frameworks are created on top-level groups. If a project is moved outside of its existing top-level group,
 its frameworks are removed.
diff --git a/lib/api/helpers/kubernetes/agent_helpers.rb b/lib/api/helpers/kubernetes/agent_helpers.rb
index f3d142d099f..a2b9c255e19 100644
--- a/lib/api/helpers/kubernetes/agent_helpers.rb
+++ b/lib/api/helpers/kubernetes/agent_helpers.rb
@@ -6,6 +6,14 @@ module API
       module AgentHelpers
         include Gitlab::Utils::StrongMemoize
 
+        COUNTERS_EVENTS_MAPPING = {
+          'flux_git_push_notifications_total' => 'create_flux_git_push_notification',
+          'k8s_api_proxy_request' => 'request_api_proxy_access',
+          'k8s_api_proxy_requests_via_ci_access' => 'request_api_proxy_access_via_ci',
+          'k8s_api_proxy_requests_via_user_access' => 'request_api_proxy_access_via_user',
+          'k8s_api_proxy_requests_via_pat_access' => 'request_api_proxy_access_via_pat'
+        }.freeze
+
         def authenticate_gitlab_kas_request!
           render_api_error!('KAS JWT authentication invalid', 401) unless Gitlab::Kas.verify_api_request(headers)
         end
@@ -94,13 +102,16 @@ module API
         end
 
         def increment_count_events
-          events = params[:counters]&.slice(
-            :k8s_api_proxy_request, :flux_git_push_notifications_total,
-            :k8s_api_proxy_requests_via_ci_access, :k8s_api_proxy_requests_via_user_access,
-            :k8s_api_proxy_requests_via_pat_access
-          )
+          counters = params[:counters]&.slice(*COUNTERS_EVENTS_MAPPING.keys)
 
-          Gitlab::UsageDataCounters::KubernetesAgentCounter.increment_event_counts(events)
+          return unless counters.present?
+
+          counters.each do |counter, incr|
+            next if incr == 0
+
+            event = COUNTERS_EVENTS_MAPPING[counter]
+            incr.times { Gitlab::InternalEvents.track_event(event) }
+          end
         end
 
         def update_configuration(agent:, config:)
diff --git a/lib/gitlab/background_migration/backfill_error_tracking_error_events_project_id.rb b/lib/gitlab/background_migration/backfill_error_tracking_error_events_project_id.rb
new file mode 100644
index 00000000000..1cc8cbe393e
--- /dev/null
+++ b/lib/gitlab/background_migration/backfill_error_tracking_error_events_project_id.rb
@@ -0,0 +1,10 @@
+# frozen_string_literal: true
+
+module Gitlab
+  module BackgroundMigration
+    class BackfillErrorTrackingErrorEventsProjectId < BackfillDesiredShardingKeyJob
+      operation_name :backfill_error_tracking_error_events_project_id
+      feature_category :error_tracking
+    end
+  end
+end
diff --git a/lib/gitlab/background_migration/make_security_policy_bots_private.rb b/lib/gitlab/background_migration/make_security_policy_bots_private.rb
new file mode 100644
index 00000000000..0f5ba63a80b
--- /dev/null
+++ b/lib/gitlab/background_migration/make_security_policy_bots_private.rb
@@ -0,0 +1,13 @@
+# frozen_string_literal: true
+
+module Gitlab
+  module BackgroundMigration
+    class MakeSecurityPolicyBotsPrivate < BatchedMigrationJob
+      feature_category :security_policy_management
+
+      def perform; end
+    end
+  end
+end
+
+Gitlab::BackgroundMigration::MakeSecurityPolicyBotsPrivate.prepend_mod
diff --git a/lib/gitlab/usage_data_counters.rb b/lib/gitlab/usage_data_counters.rb
index 9e483ac9b84..59825a91922 100644
--- a/lib/gitlab/usage_data_counters.rb
+++ b/lib/gitlab/usage_data_counters.rb
@@ -5,7 +5,6 @@ module Gitlab
     COUNTERS = [
       PackageEventCounter,
       DiffsCounter,
-      KubernetesAgentCounter,
       WebIdeCounter,
       MergeRequestWidgetExtensionCounter
     ].freeze
diff --git a/lib/gitlab/usage_data_counters/kubernetes_agent_counter.rb b/lib/gitlab/usage_data_counters/kubernetes_agent_counter.rb
deleted file mode 100644
index 143b0cb8848..00000000000
--- a/lib/gitlab/usage_data_counters/kubernetes_agent_counter.rb
+++ /dev/null
@@ -1,40 +0,0 @@
-# frozen_string_literal: true
-
-module Gitlab
-  module UsageDataCounters
-    class KubernetesAgentCounter < BaseCounter
-      PREFIX = 'kubernetes_agent'
-      KNOWN_EVENTS = %w[
-        k8s_api_proxy_request
-        flux_git_push_notifications_total
-        k8s_api_proxy_requests_via_ci_access
-        k8s_api_proxy_requests_via_user_access
-        k8s_api_proxy_requests_via_pat_access
-      ].freeze
-
-      class << self
-        def increment_event_counts(events)
-          return unless events.present?
-
-          validate!(events)
-
-          events.each do |event, incr|
-            # rather then hitting redis for this no-op, we return early
-            next if incr == 0
-
-            increment_by(redis_key(event), incr)
-          end
-        end
-
-        private
-
-        def validate!(events)
-          events.each do |event, incr|
-            raise ArgumentError, "unknown event #{event}" unless event.in?(KNOWN_EVENTS)
-            raise ArgumentError, "#{event} count must be greater than or equal to zero" if incr < 0
-          end
-        end
-      end
-    end
-  end
-end
diff --git a/lib/gitlab/usage_data_counters/total_counter_redis_key_overrides.yml b/lib/gitlab/usage_data_counters/total_counter_redis_key_overrides.yml
index 70cd26c19cf..4e229a29d54 100644
--- a/lib/gitlab/usage_data_counters/total_counter_redis_key_overrides.yml
+++ b/lib/gitlab/usage_data_counters/total_counter_redis_key_overrides.yml
@@ -111,3 +111,8 @@
 '{event_counters}_view_productivity_analytics': USAGE_PRODUCTIVITY_ANALYTICS_VIEWS
 '{event_counters}_view_wiki_page': USAGE_WIKI_PAGES_VIEW
 '{event_counters}_web_ide_viewed': WEB_IDE_VIEWS_COUNT
+'{event_counters}_create_flux_git_push_notification': USAGE_KUBERNETES_AGENT_FLUX_GIT_PUSH_NOTIFICATIONS_TOTAL
+'{event_counters}_request_api_proxy_access': USAGE_KUBERNETES_AGENT_K8S_API_PROXY_REQUEST
+'{event_counters}_request_api_proxy_access_via_ci': USAGE_KUBERNETES_AGENT_K8S_API_PROXY_REQUESTS_VIA_CI_ACCESS
+'{event_counters}_request_api_proxy_access_via_user': USAGE_KUBERNETES_AGENT_K8S_API_PROXY_REQUESTS_VIA_USER_ACCESS
+'{event_counters}_request_api_proxy_access_via_pat': USAGE_KUBERNETES_AGENT_K8S_API_PROXY_REQUESTS_VIA_PAT_ACCESS
diff --git a/locale/gitlab.pot b/locale/gitlab.pot
index 38290bdaa6c..4b5e278e00e 100644
--- a/locale/gitlab.pot
+++ b/locale/gitlab.pot
@@ -1449,6 +1449,9 @@ msgstr ""
 msgid "%{type} only supports %{name} name"
 msgstr ""
 
+msgid "%{type} was closed by %{name}"
+msgstr ""
+
 msgid "%{url} (optional)"
 msgstr ""
 
@@ -29007,9 +29010,6 @@ msgstr ""
 msgid "Issue update failed"
 msgstr ""
 
-msgid "Issue was closed by %{name}"
-msgstr ""
-
 msgid "Issue was closed by %{name} with %{closed_via}"
 msgstr ""
 
diff --git a/spec/frontend/custom_emoji/components/list_spec.js b/spec/frontend/custom_emoji/components/list_spec.js
index 4177aea2d33..75d7a0ab62c 100644
--- a/spec/frontend/custom_emoji/components/list_spec.js
+++ b/spec/frontend/custom_emoji/components/list_spec.js
@@ -4,8 +4,12 @@ import List from '~/custom_emoji/components/list.vue';
 import DeleteItem from '~/custom_emoji/components/delete_item.vue';
 import { CUSTOM_EMOJI } from '../mock_data';
 
-jest.mock('~/lib/utils/datetime/date_format_utility', () => ({
-  formatDate: (date) => date,
+jest.mock('~/lib/utils/datetime/locale_dateformat', () => ({
+  localeDateFormat: {
+    asDate: {
+      format: (date) => date,
+    },
+  },
 }));
 
 Vue.config.ignoredElements = ['gl-emoji'];
diff --git a/spec/helpers/emails_helper_spec.rb b/spec/helpers/emails_helper_spec.rb
index 510620a8534..ec814141d46 100644
--- a/spec/helpers/emails_helper_spec.rb
+++ b/spec/helpers/emails_helper_spec.rb
@@ -2,10 +2,17 @@
 
 require 'spec_helper'
 
-RSpec.describe EmailsHelper do
+RSpec.describe EmailsHelper, feature_category: :shared do
   include EmailsHelperTestHelper
+  include NotifyHelper
 
   describe 'closure_reason_text' do
+    let(:issue) { create(:issue) }
+
+    before do
+      self.instance_variable_set(:@issue, issue)
+    end
+
     context 'when given a MergeRequest' do
       let(:merge_request) { create(:merge_request) }
       let(:merge_request_presenter) { merge_request.present }
diff --git a/spec/lib/gitlab/background_migration/backfill_error_tracking_error_events_project_id_spec.rb b/spec/lib/gitlab/background_migration/backfill_error_tracking_error_events_project_id_spec.rb
new file mode 100644
index 00000000000..63c5902f3e6
--- /dev/null
+++ b/spec/lib/gitlab/background_migration/backfill_error_tracking_error_events_project_id_spec.rb
@@ -0,0 +1,15 @@
+# frozen_string_literal: true
+
+require 'spec_helper'
+
+RSpec.describe Gitlab::BackgroundMigration::BackfillErrorTrackingErrorEventsProjectId,
+  feature_category: :error_tracking,
+  schema: 20240731160140 do
+  include_examples 'desired sharding key backfill job' do
+    let(:batch_table) { :error_tracking_error_events }
+    let(:backfill_column) { :project_id }
+    let(:backfill_via_table) { :error_tracking_errors }
+    let(:backfill_via_column) { :project_id }
+    let(:backfill_via_foreign_key) { :error_id }
+  end
+end
diff --git a/spec/lib/gitlab/database/no_cross_db_foreign_keys_spec.rb b/spec/lib/gitlab/database/no_cross_db_foreign_keys_spec.rb
index 206a3492a81..bec0678c8e8 100644
--- a/spec/lib/gitlab/database/no_cross_db_foreign_keys_spec.rb
+++ b/spec/lib/gitlab/database/no_cross_db_foreign_keys_spec.rb
@@ -36,7 +36,8 @@ RSpec.describe 'cross-database foreign keys' do
       'sbom_occurrences.source_id',                           # https://gitlab.com/groups/gitlab-org/-/epics/14116#identified-cross-joins
       'sbom_occurrences.source_package_id',                   # https://gitlab.com/groups/gitlab-org/-/epics/14116#identified-cross-joins
       'vulnerability_export_parts.vulnerability_export_id',   # https://gitlab.com/gitlab-org/gitlab/-/issues/473014
-      'vulnerability_flags.vulnerability_occurrence_id'       # https://gitlab.com/gitlab-org/gitlab/-/issues/473014
+      'vulnerability_flags.vulnerability_occurrence_id',      # https://gitlab.com/gitlab-org/gitlab/-/issues/473014
+      'dast_site_validations.dast_site_token_id'              # https://gitlab.com/gitlab-org/gitlab/-/issues/474985
     ]
   end
 
diff --git a/spec/lib/gitlab/usage_data_counters/kubernetes_agent_counter_spec.rb b/spec/lib/gitlab/usage_data_counters/kubernetes_agent_counter_spec.rb
deleted file mode 100644
index 569ed35ebbb..00000000000
--- a/spec/lib/gitlab/usage_data_counters/kubernetes_agent_counter_spec.rb
+++ /dev/null
@@ -1,74 +0,0 @@
-# frozen_string_literal: true
-
-require 'spec_helper'
-
-RSpec.describe Gitlab::UsageDataCounters::KubernetesAgentCounter do
-  described_class::KNOWN_EVENTS.each do |event|
-    it_behaves_like 'a redis usage counter', 'Kubernetes Agent', event
-    it_behaves_like 'a redis usage counter with totals', :kubernetes_agent, event => 1
-  end
-
-  describe '.increment_event_counts' do
-    let(:events) do
-      {
-        'k8s_api_proxy_request' => 2,
-        'flux_git_push_notifications_total' => 3,
-        'k8s_api_proxy_requests_via_ci_access' => 4,
-        'k8s_api_proxy_requests_via_user_access' => 5,
-        'k8s_api_proxy_requests_via_pat_access' => 6
-      }
-    end
-
-    subject { described_class.increment_event_counts(events) }
-
-    it 'increments the specified counters by the new increment amount' do
-      described_class.increment_event_counts(events)
-      described_class.increment_event_counts(events)
-      described_class.increment_event_counts(events)
-
-      expect(described_class.totals).to eq(
-        kubernetes_agent_k8s_api_proxy_request: 6,
-        kubernetes_agent_flux_git_push_notifications_total: 9,
-        kubernetes_agent_k8s_api_proxy_requests_via_ci_access: 12,
-        kubernetes_agent_k8s_api_proxy_requests_via_user_access: 15,
-        kubernetes_agent_k8s_api_proxy_requests_via_pat_access: 18
-      )
-    end
-
-    context 'with empty events' do
-      let(:events) { nil }
-
-      it { expect { subject }.not_to change(described_class, :totals) }
-    end
-
-    context 'event is unknown' do
-      let(:events) do
-        {
-          'other_event' => 2
-        }
-      end
-
-      it 'raises an ArgumentError' do
-        expect(described_class).not_to receive(:increment_by)
-
-        expect { subject }.to raise_error(ArgumentError, 'unknown event other_event')
-      end
-    end
-
-    context 'increment is negative' do
-      let(:events) do
-        {
-          'k8s_api_proxy_request' => -2
-        }
-      end
-
-      it 'raises an ArgumentError' do
-        expect(described_class).not_to receive(:increment_by)
-
-        expect do
-          subject
-        end.to raise_error(ArgumentError, 'k8s_api_proxy_request count must be greater than or equal to zero')
-      end
-    end
-  end
-end
diff --git a/spec/migrations/20240729124632_queue_make_security_policy_bots_private_spec.rb b/spec/migrations/20240729124632_queue_make_security_policy_bots_private_spec.rb
new file mode 100644
index 00000000000..9a7e0565164
--- /dev/null
+++ b/spec/migrations/20240729124632_queue_make_security_policy_bots_private_spec.rb
@@ -0,0 +1,26 @@
+# frozen_string_literal: true
+
+require 'spec_helper'
+require_migration!
+
+RSpec.describe QueueMakeSecurityPolicyBotsPrivate, feature_category: :security_policy_management do
+  let!(:batched_migration) { described_class::MIGRATION }
+
+  it 'schedules a new batched migration' do
+    reversible_migration do |migration|
+      migration.before -> {
+        expect(batched_migration).not_to have_scheduled_batched_migration
+      }
+
+      migration.after -> {
+        expect(batched_migration).to have_scheduled_batched_migration(
+          table_name: :users,
+          column_name: :id,
+          interval: described_class::DELAY_INTERVAL,
+          batch_size: described_class::BATCH_SIZE,
+          sub_batch_size: described_class::SUB_BATCH_SIZE
+        )
+      }
+    end
+  end
+end
diff --git a/spec/migrations/20240731160144_queue_backfill_error_tracking_error_events_project_id_spec.rb b/spec/migrations/20240731160144_queue_backfill_error_tracking_error_events_project_id_spec.rb
new file mode 100644
index 00000000000..ef545343a9d
--- /dev/null
+++ b/spec/migrations/20240731160144_queue_backfill_error_tracking_error_events_project_id_spec.rb
@@ -0,0 +1,33 @@
+# frozen_string_literal: true
+
+require 'spec_helper'
+require_migration!
+
+RSpec.describe QueueBackfillErrorTrackingErrorEventsProjectId, feature_category: :error_tracking do
+  let!(:batched_migration) { described_class::MIGRATION }
+
+  it 'schedules a new batched migration' do
+    reversible_migration do |migration|
+      migration.before -> {
+        expect(batched_migration).not_to have_scheduled_batched_migration
+      }
+
+      migration.after -> {
+        expect(batched_migration).to have_scheduled_batched_migration(
+          table_name: :error_tracking_error_events,
+          column_name: :id,
+          interval: described_class::DELAY_INTERVAL,
+          batch_size: described_class::BATCH_SIZE,
+          sub_batch_size: described_class::SUB_BATCH_SIZE,
+          gitlab_schema: :gitlab_main_cell,
+          job_arguments: [
+            :project_id,
+            :error_tracking_errors,
+            :project_id,
+            :error_id
+          ]
+        )
+      }
+    end
+  end
+end
diff --git a/spec/requests/api/internal/kubernetes_spec.rb b/spec/requests/api/internal/kubernetes_spec.rb
index 6e07cc6ca5b..01109358b44 100644
--- a/spec/requests/api/internal/kubernetes_spec.rb
+++ b/spec/requests/api/internal/kubernetes_spec.rb
@@ -112,68 +112,131 @@ RSpec.describe API::Internal::Kubernetes, feature_category: :deployment_manageme
         expect(response).to have_gitlab_http_status(:bad_request)
       end
 
-      it 'tracks events and unique events', :aggregate_failures do
-        request_count = 2
-        counters = {
-          k8s_api_proxy_request: 5,
-          flux_git_push_notifications_total: 42,
-          k8s_api_proxy_requests_via_ci_access: 43,
-          k8s_api_proxy_requests_via_user_access: 44,
-          k8s_api_proxy_requests_via_pat_access: 45
-        }
-        users = create_list(:user, 3)
-        user_ids = users.map(&:id) << users[0].id
-        unique_counters = {
-          k8s_api_proxy_requests_unique_agents_via_ci_access: user_ids,
-          k8s_api_proxy_requests_unique_agents_via_user_access: user_ids,
-          k8s_api_proxy_requests_unique_agents_via_pat_access: user_ids,
-          flux_git_push_notified_unique_projects: user_ids,
-          k8s_api_proxy_requests_unique_users_via_ci_access: user_ids,
-          k8s_api_proxy_requests_unique_users_via_user_access: user_ids,
-          k8s_api_proxy_requests_unique_users_via_pat_access: user_ids
-        }
+      describe 'events tracking' do
+        it 'correctly merges legacy Redis keys for migrated metrics', :aggregate_failures do
+          legacy_redis_keys = %w[
+            USAGE_KUBERNETES_AGENT_FLUX_GIT_PUSH_NOTIFICATIONS_TOTAL
+            USAGE_KUBERNETES_AGENT_K8S_API_PROXY_REQUEST
+            USAGE_KUBERNETES_AGENT_K8S_API_PROXY_REQUESTS_VIA_CI_ACCESS
+            USAGE_KUBERNETES_AGENT_K8S_API_PROXY_REQUESTS_VIA_USER_ACCESS
+            USAGE_KUBERNETES_AGENT_K8S_API_PROXY_REQUESTS_VIA_PAT_ACCESS
+          ]
 
-        internal_events = %w[
-          k8s_api_proxy_requests_unique_users_via_ci_access
-          k8s_api_proxy_requests_unique_users_via_user_access
-          k8s_api_proxy_requests_unique_users_via_pat_access
-        ]
-
-        unique_user_metrics = %w[
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_ci_access_weekly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_ci_access_monthly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_user_access_weekly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_user_access_monthly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_pat_access_weekly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_pat_access_monthly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_user_access_weekly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_user_access_monthly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_ci_access_weekly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_ci_access_monthly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_pat_access_weekly
-          redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_pat_access_monthly
-          redis_hll_counters.kubernetes_agent.flux_git_push_notified_unique_projects_weekly
-          redis_hll_counters.kubernetes_agent.flux_git_push_notified_unique_projects_monthly
-        ]
-
-        expect do
-          request_count.times do
-            send_request(params: { counters: counters, unique_counters: unique_counters })
+          legacy_redis_keys.each do |key|
+            Gitlab::Redis::SharedState.with { |redis| redis.set(key, 1) }
           end
-        end.to trigger_internal_events(internal_events).with(user: users[0], category: 'InternalEventTracking').exactly(4).times
-          .and trigger_internal_events(internal_events).with(user: users[1], category: 'InternalEventTracking').twice
-          .and trigger_internal_events(internal_events).with(user: users[2], category: 'InternalEventTracking').twice
-          .and increment_usage_metrics(unique_user_metrics).by(user_ids.uniq.count)
-          .and increment_usage_metrics('counts.kubernetes_agent_k8s_api_proxy_request')
-            .by(request_count * counters[:k8s_api_proxy_request])
-          .and increment_usage_metrics('counts.kubernetes_agent_flux_git_push_notifications_total')
-            .by(request_count * counters[:flux_git_push_notifications_total])
-          .and increment_usage_metrics('counts.kubernetes_agent_k8s_api_proxy_requests_via_ci_access')
-            .by(request_count * counters[:k8s_api_proxy_requests_via_ci_access])
-          .and increment_usage_metrics('counts.kubernetes_agent_k8s_api_proxy_requests_via_user_access')
-            .by(request_count * counters[:k8s_api_proxy_requests_via_user_access])
-          .and increment_usage_metrics('counts.kubernetes_agent_k8s_api_proxy_requests_via_pat_access')
-            .by(request_count * counters[:k8s_api_proxy_requests_via_pat_access])
+
+          counters = {
+            flux_git_push_notifications_total: 1,
+            k8s_api_proxy_request: 1,
+            k8s_api_proxy_requests_via_ci_access: 1,
+            k8s_api_proxy_requests_via_user_access: 1,
+            k8s_api_proxy_requests_via_pat_access: 1
+          }
+
+          send_request(params: { counters: counters })
+
+          migrated_metrics = %w[
+            kubernetes_agent_flux_git_push_notifications_total
+            kubernetes_agent_k8s_api_proxy_request
+            kubernetes_agent_k8s_api_proxy_requests_via_ci_access
+            kubernetes_agent_k8s_api_proxy_requests_via_user_access
+            kubernetes_agent_k8s_api_proxy_requests_via_pat_access
+          ]
+
+          migrated_metrics.each do |metric|
+            metric_definition = Gitlab::Usage::MetricDefinition.definitions["counts.#{metric}"]
+            current_value = Gitlab::Usage::Metric.new(metric_definition).send(:instrumentation_object).value
+            expect(current_value).to eq(2), "Expected metric #{metric} to be 2, but was #{current_value}"
+          end
+        end
+
+        it 'tracks counter events', :aggregate_failures do
+          events = API::Helpers::Kubernetes::AgentHelpers::COUNTERS_EVENTS_MAPPING
+          counters = {
+            flux_git_push_notifications_total: 3,
+            k8s_api_proxy_request: 5,
+            k8s_api_proxy_requests_via_ci_access: 43,
+            k8s_api_proxy_requests_via_user_access: 44,
+            k8s_api_proxy_requests_via_pat_access: 45
+          }
+
+          expect do
+            send_request(params: { counters: counters })
+          end.to trigger_internal_events(events['flux_git_push_notifications_total'])
+                   .with(category: 'InternalEventTracking')
+                     .exactly(counters[:flux_git_push_notifications_total]).times
+                   .and increment_usage_metrics('counts.kubernetes_agent_flux_git_push_notifications_total')
+                    .by(counters[:flux_git_push_notifications_total])
+                 .and trigger_internal_events(events['k8s_api_proxy_request'])
+                   .with(category: 'InternalEventTracking')
+                     .exactly(counters[:k8s_api_proxy_request]).times
+                   .and increment_usage_metrics('counts.kubernetes_agent_k8s_api_proxy_request')
+                    .by(counters[:k8s_api_proxy_request])
+                 .and trigger_internal_events(events['k8s_api_proxy_requests_via_ci_access'])
+                   .with(category: 'InternalEventTracking')
+                     .exactly(counters[:k8s_api_proxy_requests_via_ci_access]).times
+                   .and increment_usage_metrics('counts.kubernetes_agent_k8s_api_proxy_requests_via_ci_access')
+                     .by(counters[:k8s_api_proxy_requests_via_ci_access])
+                 .and trigger_internal_events(events['k8s_api_proxy_requests_via_user_access'])
+                   .with(category: 'InternalEventTracking')
+                     .exactly(counters[:k8s_api_proxy_requests_via_user_access]).times
+                   .and increment_usage_metrics('counts.kubernetes_agent_k8s_api_proxy_requests_via_user_access')
+                     .by(counters[:k8s_api_proxy_requests_via_user_access])
+                 .and trigger_internal_events(events['k8s_api_proxy_requests_via_pat_access'])
+                   .with(category: 'InternalEventTracking')
+                      .exactly(counters[:k8s_api_proxy_requests_via_pat_access]).times
+                    .and increment_usage_metrics('counts.kubernetes_agent_k8s_api_proxy_requests_via_pat_access')
+                      .by(counters[:k8s_api_proxy_requests_via_pat_access])
+        end
+
+        it 'tracks unique events', :aggregate_failures do
+          request_count = 2
+          users = create_list(:user, 3)
+          user_ids = users.map(&:id) << users[0].id
+
+          unique_counters = {
+            k8s_api_proxy_requests_unique_agents_via_ci_access: user_ids,
+            k8s_api_proxy_requests_unique_agents_via_user_access: user_ids,
+            k8s_api_proxy_requests_unique_agents_via_pat_access: user_ids,
+            flux_git_push_notified_unique_projects: user_ids,
+            k8s_api_proxy_requests_unique_users_via_ci_access: user_ids,
+            k8s_api_proxy_requests_unique_users_via_user_access: user_ids,
+            k8s_api_proxy_requests_unique_users_via_pat_access: user_ids
+          }
+
+          internal_events = %w[
+            k8s_api_proxy_requests_unique_users_via_ci_access
+            k8s_api_proxy_requests_unique_users_via_user_access
+            k8s_api_proxy_requests_unique_users_via_pat_access
+          ]
+
+          unique_user_metrics = %w[
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_ci_access_weekly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_ci_access_monthly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_user_access_weekly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_user_access_monthly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_pat_access_weekly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_users_via_pat_access_monthly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_user_access_weekly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_user_access_monthly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_ci_access_weekly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_ci_access_monthly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_pat_access_weekly
+            redis_hll_counters.kubernetes_agent.k8s_api_proxy_requests_unique_agents_via_pat_access_monthly
+            redis_hll_counters.kubernetes_agent.flux_git_push_notified_unique_projects_weekly
+            redis_hll_counters.kubernetes_agent.flux_git_push_notified_unique_projects_monthly
+          ]
+
+          expect do
+            request_count.times do
+              send_request(params: { unique_counters: unique_counters })
+            end
+          end.to trigger_internal_events(internal_events).with(user: users[0], category: 'InternalEventTracking').exactly(4).times
+            .and trigger_internal_events(internal_events).with(user: users[1], category: 'InternalEventTracking').twice
+            .and trigger_internal_events(internal_events).with(user: users[2], category: 'InternalEventTracking').twice
+            .and increment_usage_metrics(unique_user_metrics).by(user_ids.uniq.count)
+        end
       end
     end
   end
diff --git a/spec/support/rspec_order_todo.yml b/spec/support/rspec_order_todo.yml
index d07e69b1d97..23a0699cc27 100644
--- a/spec/support/rspec_order_todo.yml
+++ b/spec/support/rspec_order_todo.yml
@@ -5898,7 +5898,6 @@
 - './spec/lib/gitlab/usage_data_counters/ipynb_diff_activity_counter_spec.rb'
 - './spec/lib/gitlab/usage_data_counters/issue_activity_unique_counter_spec.rb'
 - './spec/lib/gitlab/usage_data_counters/jetbrains_plugin_activity_unique_counter_spec.rb'
-- './spec/lib/gitlab/usage_data_counters/kubernetes_agent_counter_spec.rb'
 - './spec/lib/gitlab/usage_data_counters/merge_request_activity_unique_counter_spec.rb'
 - './spec/lib/gitlab/usage_data_counters/merge_request_widget_extension_counter_spec.rb'
 - './spec/lib/gitlab/usage_data_counters/package_event_counter_spec.rb'
diff --git a/spec/support/shared_examples/lib/gitlab/background_migration/backfill_desired_sharding_key_shared_examples.rb b/spec/support/shared_examples/lib/gitlab/background_migration/backfill_desired_sharding_key_shared_examples.rb
index 5ebdcf6d605..4fa4e24d262 100644
--- a/spec/support/shared_examples/lib/gitlab/background_migration/backfill_desired_sharding_key_shared_examples.rb
+++ b/spec/support/shared_examples/lib/gitlab/background_migration/backfill_desired_sharding_key_shared_examples.rb
@@ -1,21 +1,28 @@
 # frozen_string_literal: true
 
 RSpec.shared_examples 'desired sharding key backfill job' do
+  let(:known_cross_joins) do
+    {
+      sbom_occurrences_vulnerabilities: {
+        sbom_occurrences: 'https://gitlab.com/groups/gitlab-org/-/epics/14116#identified-cross-joins'
+      },
+      vulnerability_finding_evidences: {
+        vulnerability_occurrences: 'https://gitlab.com/groups/gitlab-org/-/epics/14116#identified-cross-joins'
+      },
+      vulnerability_finding_signatures: {
+        vulnerability_occurrences: 'https://gitlab.com/groups/gitlab-org/-/epics/14116#identified-cross-joins'
+      },
+      vulnerability_flags: {
+        vulnerability_occurrences: 'https://gitlab.com/gitlab-org/gitlab/-/issues/473014'
+      },
+      dast_site_validations: { dast_site_tokens: 'https://gitlab.com/gitlab-org/gitlab/-/issues/474985' }
+    }
+  end
+
   let!(:connection) { table(batch_table).connection }
   let!(:starting_id) { table(batch_table).pluck(:id).min }
   let!(:end_id) { table(batch_table).pluck(:id).max }
 
-  # https://gitlab.com/groups/gitlab-org/-/epics/14116#identified-cross-joins
-  # https://gitlab.com/groups/gitlab-org/-/epics/14197#cross-db-issues-to-be-resolved
-  let(:known_crossjoins) do
-    %i[
-      sbom_occurrences_vulnerabilities
-      vulnerability_finding_signatures
-      vulnerability_finding_evidences
-      vulnerability_flags
-    ]
-  end
-
   let!(:migration) do
     described_class.new(
       start_id: starting_id,
@@ -41,16 +48,14 @@ RSpec.shared_examples 'desired sharding key backfill job' do
   it 'constructs a valid query' do
     query = migration.construct_query(sub_batch: table(batch_table).all)
 
-    expect do
-      if known_crossjoins.include?(batch_table)
-        ::Gitlab::Database.allow_cross_joins_across_databases(
-          url: 'https://gitlab.com/groups/gitlab-org/-/epics/14197#cross-db-issues-to-be-resolved'
-        ) do
-          connection.execute(query)
-        end
-      else
-        connection.execute(query)
+    if known_cross_joins.dig(batch_table, backfill_via_table).present?
+      ::Gitlab::Database.allow_cross_joins_across_databases(
+        url: known_cross_joins[batch_table][backfill_via_table]
+      ) do
+        expect { connection.execute(query) }.not_to raise_error
       end
-    end.not_to raise_error
+    else
+      expect { connection.execute(query) }.not_to raise_error
+    end
   end
 end