diff --git a/app/helpers/search_helper.rb b/app/helpers/search_helper.rb
index aedb7df9e4f..7970151d603 100644
--- a/app/helpers/search_helper.rb
+++ b/app/helpers/search_helper.rb
@@ -336,7 +336,7 @@ module SearchHelper
       link_to search_path(search_params) do
         concat label
         concat ' '
-        concat content_tag(:span, count, class: ['badge badge-pill gl-badge badge-muted sm', badge_class], data: badge_data)
+        concat gl_badge_tag(count, { size: :sm }, { class: badge_class, data: badge_data })
       end
     end
   end
diff --git a/app/presenters/project_presenter.rb b/app/presenters/project_presenter.rb
index ec66f9bdd4f..64cd54953e2 100644
--- a/app/presenters/project_presenter.rb
+++ b/app/presenters/project_presenter.rb
@@ -364,7 +364,7 @@ class ProjectPresenter < Gitlab::View::Presenter::Delegated
       if clusters.empty?
         AnchorData.new(false,
                        statistic_icon + _('Add Kubernetes cluster'),
-                       new_project_cluster_path(project))
+                       project_clusters_path(project))
       else
         cluster_link = clusters.count == 1 ? project_cluster_path(project, clusters.first) : project_clusters_path(project)
 
diff --git a/doc/user/project/index.md b/doc/user/project/index.md
index 07e8ea1dc06..bee097cdcbe 100644
--- a/doc/user/project/index.md
+++ b/doc/user/project/index.md
@@ -1,8 +1,7 @@
 ---
 stage: Manage
 group: Workspace
-info: "To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/engineering/ux/technical-writing/#assignments"
-type: reference
+info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/engineering/ux/technical-writing/#assignments
 ---
 
 # Organize work with projects **(FREE)**
@@ -43,9 +42,9 @@ Projects include the following [features](https://about.gitlab.com/features/):
 - [Issue tracker](issues/index.md): Discuss implementations with your team.
   - [Issue boards](issue_board.md): Organize and prioritize your workflow.
   - [Multiple issue boards](issue_board.md#multiple-issue-boards): Create team-specific workflows (issue boards) for a project.
-- [Merge Requests](merge_requests/index.md): Apply a branching
+- [Merge requests](merge_requests/index.md): Apply a branching
   strategy and get reviewed by your team.
-  - [Merge Request Approvals](merge_requests/approvals/index.md): Ask for approval before
+  - [Merge request approvals](merge_requests/approvals/index.md): Ask for approval before
   implementing a change.
   - [Fix merge conflicts from the UI](merge_requests/conflicts.md): View Git diffs from the GitLab UI.
   - [Review Apps](../../ci/review_apps/index.md): By branch, preview the results
@@ -144,7 +143,7 @@ There are numerous [APIs](../../api/index.md) to use with your projects:
 - [Issue board](../../api/boards.md)
 - [Labels](../../api/labels.md)
 - [Markdown](../../api/markdown.md)
-- [Merge Requests](../../api/merge_requests.md)
+- [Merge requests](../../api/merge_requests.md)
 - [Milestones](../../api/milestones.md)
 - [Services](../../api/integrations.md)
 - [Snippets](../../api/project_snippets.md)
diff --git a/qa/qa/page/component/invite_members_modal.rb b/qa/qa/page/component/invite_members_modal.rb
index 138224cee9e..ca6862ccb02 100644
--- a/qa/qa/page/component/invite_members_modal.rb
+++ b/qa/qa/page/component/invite_members_modal.rb
@@ -47,40 +47,43 @@ module QA
             fill_element :members_token_select_input, username
             Support::WaitForRequests.wait_for_requests
             click_button username
-
-            # Guest option is selected by default, skipping these steps if desired option is 'Guest'
-            unless access_level == 'Guest'
-              click_element :access_level_dropdown
-              click_button access_level
-            end
-
-            click_element :invite_button
+            set_access_level(access_level)
           end
 
-          Support::WaitForRequests.wait_for_requests
-
-          page.refresh
+          send_invite
         end
 
-        def invite_group(group_name, group_access = Resource::Members::AccessLevel::GUEST)
+        def invite_group(group_name, access_level = 'Guest')
           open_invite_group_modal
 
-          fill_element :access_level_dropdown, with: group_access
+          within_element(:invite_members_modal_content) do
+            click_button 'Select a group'
 
-          click_button 'Select a group'
+            # Helps stabilize race condition with concurrent group API calls while searching
+            # TODO: Replace with `fill_element :group_select_dropdown_search_field, group_name` when this bug is resolved: https://gitlab.com/gitlab-org/gitlab/-/issues/349379
+            send_keys_to_element(:group_select_dropdown_search_field, group_name)
 
-          # Helps stabilize race condition with concurrent group API calls while searching
-          # TODO: Replace with `fill_element :group_select_dropdown_search_field, group_name` when this bug is resolved: https://gitlab.com/gitlab-org/gitlab/-/issues/349379
-          send_keys_to_element(:group_select_dropdown_search_field, group_name)
+            Support::WaitForRequests.wait_for_requests
+            click_button group_name
+            set_access_level(access_level)
+          end
 
-          Support::WaitForRequests.wait_for_requests
+          send_invite
+        end
 
-          click_button group_name
+        private
 
+        def set_access_level(access_level)
+          # Guest option is selected by default, skipping these steps if desired option is 'Guest'
+          unless access_level == 'Guest'
+            click_element :access_level_dropdown
+            click_button access_level
+          end
+        end
+
+        def send_invite
           click_element :invite_button
-
           Support::WaitForRequests.wait_for_requests
-
           page.refresh
         end
       end
diff --git a/qa/qa/specs/features/browser_ui/1_manage/project/invite_group_to_project_spec.rb b/qa/qa/specs/features/browser_ui/1_manage/project/invite_group_to_project_spec.rb
index fd1e8fee280..6997447411a 100644
--- a/qa/qa/specs/features/browser_ui/1_manage/project/invite_group_to_project_spec.rb
+++ b/qa/qa/specs/features/browser_ui/1_manage/project/invite_group_to_project_spec.rb
@@ -5,10 +5,10 @@ module QA
   RSpec.describe 'Manage', :requires_admin, :transient, issue: 'https://gitlab.com/gitlab-org/gitlab/-/issues/349379' do
     describe 'Invite group' do
       shared_examples 'invites group to project' do
-        it 'verifies group is added and members can access project' do
+        it 'verifies group is added and members can access project with correct access level' do
           Page::Project::Menu.perform(&:click_members)
           Page::Project::Members.perform do |project_members|
-            project_members.invite_group(group.path)
+            project_members.invite_group(group.path, 'Developer')
 
             expect(project_members).to have_group(group.path)
           end
@@ -16,7 +16,7 @@ module QA
           Flow::Login.sign_in(as: @user)
 
           Page::Dashboard::Projects.perform do |projects|
-            expect(projects).to have_project_with_access_role(project.name, 'Guest')
+            expect(projects).to have_project_with_access_role(project.name, 'Developer')
           end
 
           project.visit!
@@ -28,13 +28,13 @@ module QA
       end
 
       before(:context) do
+        Runtime::Feature.enable(:invite_members_group_modal)
         @user = Resource::User.fabricate_or_use(Runtime::Env.gitlab_qa_username_1, Runtime::Env.gitlab_qa_password_1)
       end
 
       before do
-        Runtime::Feature.enable(:invite_members_group_modal)
         Flow::Login.sign_in
-        group.add_member(@user, Resource::Members::AccessLevel::GUEST)
+        group.add_member(@user, Resource::Members::AccessLevel::MAINTAINER)
         project.visit!
       end
 
@@ -78,6 +78,9 @@ module QA
       after do
         project&.remove_via_api!
         group&.remove_via_api!
+      end
+
+      after(:context) do
         Runtime::Feature.disable(:invite_members_group_modal)
       end
     end
diff --git a/qa/qa/specs/features/browser_ui/4_verify/pipeline/update_ci_file_with_pipeline_editor_spec.rb b/qa/qa/specs/features/browser_ui/4_verify/pipeline/update_ci_file_with_pipeline_editor_spec.rb
index b0667005b3a..966bdb78ff8 100644
--- a/qa/qa/specs/features/browser_ui/4_verify/pipeline/update_ci_file_with_pipeline_editor_spec.rb
+++ b/qa/qa/specs/features/browser_ui/4_verify/pipeline/update_ci_file_with_pipeline_editor_spec.rb
@@ -11,6 +11,14 @@ module QA
         end
       end
 
+      let!(:runner) do
+        Resource::Runner.fabricate_via_api! do |runner|
+          runner.project = project
+          runner.name = random_test_string
+          runner.tags = [random_test_string]
+        end
+      end
+
       let!(:commit) do
         Resource::Repository::Commit.fabricate_via_api! do |commit|
           commit.project = project
@@ -21,6 +29,7 @@ module QA
                 file_path: '.gitlab-ci.yml',
                 content: <<~YAML
                   test_job:
+                    tags: ['#{random_test_string}']
                     script:
                       - echo "Simple test!"
                 YAML
@@ -33,11 +42,12 @@ module QA
       before do
         Flow::Login.sign_in
         project.visit!
+        Support::Waiter.wait_until { project.pipelines.first[:status] == 'success' }
         Page::Project::Menu.perform(&:go_to_pipeline_editor)
       end
 
       after do
-        project.remove_via_api!
+        [runner, project].each(&:remove_via_api!)
       end
 
       it 'creates new pipeline and target branch', testcase: 'https://gitlab.com/gitlab-org/gitlab/-/quality/test_cases/349005' do
@@ -50,7 +60,7 @@ module QA
             expect(show.target_branch_name).to eq(random_test_string)
             expect(show.current_branch).to eq(random_test_string)
             expect(show.editing_content).to have_content(random_test_string)
-            expect(show.pipeline_id).to eq(project.pipelines.first[:id])
+            expect { show.pipeline_id }.to eventually_eq(project.pipelines.pluck(:id).max).within(max_duration: 60, sleep_interval: 3)
           end
         end
 
diff --git a/spec/features/projects/show/user_sees_setup_shortcut_buttons_spec.rb b/spec/features/projects/show/user_sees_setup_shortcut_buttons_spec.rb
index dc551158895..89f6b4237a4 100644
--- a/spec/features/projects/show/user_sees_setup_shortcut_buttons_spec.rb
+++ b/spec/features/projects/show/user_sees_setup_shortcut_buttons_spec.rb
@@ -316,7 +316,7 @@ RSpec.describe 'Projects > Show > User sees setup shortcut buttons' do
           visit project_path(project)
 
           page.within('.project-buttons') do
-            expect(page).to have_link('Add Kubernetes cluster', href: new_project_cluster_path(project))
+            expect(page).to have_link('Add Kubernetes cluster', href: project_clusters_path(project))
           end
         end
 
diff --git a/spec/helpers/search_helper_spec.rb b/spec/helpers/search_helper_spec.rb
index 17dcbab09bb..457c9c0f5de 100644
--- a/spec/helpers/search_helper_spec.rb
+++ b/spec/helpers/search_helper_spec.rb
@@ -4,6 +4,7 @@ require 'spec_helper'
 
 RSpec.describe SearchHelper do
   include MarkupHelper
+  include BadgesHelper
 
   # Override simple_sanitize for our testing purposes
   def simple_sanitize(str)
diff --git a/spec/presenters/project_presenter_spec.rb b/spec/presenters/project_presenter_spec.rb
index 27b777dec5f..e4a08bd56c8 100644
--- a/spec/presenters/project_presenter_spec.rb
+++ b/spec/presenters/project_presenter_spec.rb
@@ -554,7 +554,7 @@ RSpec.describe ProjectPresenter do
           expect(presenter.kubernetes_cluster_anchor_data).to have_attributes(
             is_link: false,
             label: a_string_including('Add Kubernetes cluster'),
-            link: presenter.new_project_cluster_path(project)
+            link: presenter.project_clusters_path(project)
           )
         end
       end