diff --git a/.github/workflows/pr-code-coverage.yml b/.github/workflows/pr-code-coverage.yml
index c0340682f42..942d36b7dfd 100644
--- a/.github/workflows/pr-code-coverage.yml
+++ b/.github/workflows/pr-code-coverage.yml
@@ -52,6 +52,11 @@ jobs:
 
       - name: Setup and install composer
         run: pnpm nx composer-install woocommerce
+        
+      - name: Build Admin feature config
+        working-directory: ./
+        run: |
+          pnpm nx build:feature-config woocommerce-admin
 
       - name: Init DB and WP
         run: pnpm nx install-unit-test-db woocommerce
diff --git a/.github/workflows/pr-unit-tests.yml b/.github/workflows/pr-unit-tests.yml
index 1c470598e08..7b4c0d28c46 100644
--- a/.github/workflows/pr-unit-tests.yml
+++ b/.github/workflows/pr-unit-tests.yml
@@ -61,6 +61,10 @@ jobs:
             npm install -g pnpm
             pnpm install
             pnpm nx composer-install woocommerce
+      - name: Build Admin feature config
+        working-directory: ./
+        run: |
+          pnpm nx build:feature-config woocommerce-admin
 
       - name: Add PHP8 Compatibility.
         run: |
diff --git a/.gitignore b/.gitignore
index 9702ee58fe2..4d379ba3764 100644
--- a/.gitignore
+++ b/.gitignore
@@ -74,3 +74,6 @@ nbproject/private/
 
 # Test Results
 test-results.json
+
+# Admin Feature config
+plugins/woocommerce/includes/react-admin/feature-config.php
diff --git a/plugins/woocommerce/includes/react-admin/feature-config.php b/plugins/woocommerce/includes/react-admin/feature-config.php
deleted file mode 100644
index 8c64572a677..00000000000
--- a/plugins/woocommerce/includes/react-admin/feature-config.php
+++ /dev/null
@@ -1,31 +0,0 @@
-<?php
-// WARNING: Do not directly edit this file.
-// This file is auto-generated as part of the build process and things may break.
-if ( ! function_exists( 'wc_admin_get_feature_config' ) ) {
-	function wc_admin_get_feature_config() {
-		return array(
-			'activity-panels' => true,
-			'analytics' => true,
-			'coupons' => true,
-			'customer-effort-score-tracks' => true,
-			'homescreen' => true,
-			'marketing' => true,
-			'minified-js' => true,
-			'mobile-app-banner' => true,
-			'navigation' => true,
-			'onboarding' => true,
-			'onboarding-tasks' => true,
-			'remote-inbox-notifications' => true,
-			'remote-free-extensions' => true,
-			'payment-gateway-suggestions' => true,
-			'settings' => false,
-			'shipping-label-banner' => true,
-			'subscriptions' => true,
-			'store-alerts' => true,
-			'transient-notices' => true,
-			'wc-pay-promotion' => true,
-			'wc-pay-welcome-page' => true,
-			'tasklist-setup-experiment-1' => false,
-		);
-	}
-}