diff -up ./bin/generate_vcards.rpm ./bin/generate_vcards
--- ./bin/generate_vcards.rpm	2017-01-17 14:09:13.368837753 +0100
+++ ./bin/generate_vcards	2017-01-17 14:12:49.417890498 +0100
@@ -6,8 +6,7 @@ namespace Sabre\VObject;
 // This sucks.. we have to try to find the composer autoloader. But chances
 // are, we can't find it this way. So we'll do our bestest
 $paths = [
-    __DIR__ . '/../vendor/autoload.php',  // In case vobject is cloned directly
-    __DIR__ . '/../../../autoload.php',   // In case vobject is a composer dependency.
+    '/usr/share/php/Sabre/VObject4/autoload.php',  // RPM installation
 ];
 
 foreach($paths as $path) {
@@ -18,7 +17,7 @@ foreach($paths as $path) {
 }
 
 if (!class_exists('Sabre\\VObject\\Version')) {
-    fwrite(STDERR, "Composer autoloader could not be properly loaded.\n");
+    fwrite(STDERR, "Autoloader could not be properly loaded.\n");
     die(1);
 }
 
diff -up ./bin/vobject.rpm ./bin/vobject
--- ./bin/vobject.rpm	2017-01-17 14:12:09.586696412 +0100
+++ ./bin/vobject	2017-01-17 14:12:40.301846078 +0100
@@ -6,8 +6,7 @@ namespace Sabre\VObject;
 // This sucks.. we have to try to find the composer autoloader. But chances
 // are, we can't find it this way. So we'll do our bestest
 $paths = [
-    __DIR__ . '/../vendor/autoload.php',  // In case vobject is cloned directly
-    __DIR__ . '/../../../autoload.php',   // In case vobject is a composer dependency.
+    '/usr/share/php/Sabre/VObject4/autoload.php',  // RPM installation
 ];
 
 foreach($paths as $path) {
@@ -18,7 +17,7 @@ foreach($paths as $path) {
 }
 
 if (!class_exists('Sabre\\VObject\\Version')) {
-    fwrite(STDERR, "Composer autoloader could not be loaded.\n");
+    fwrite(STDERR, "Autoloader could not be loaded.\n");
     die(1);
 }
 
diff -up ./tests/bootstrap.php.rpm ./tests/bootstrap.php
--- ./tests/bootstrap.php.rpm	2016-12-06 05:14:09.000000000 +0100
+++ ./tests/bootstrap.php	2017-01-17 14:14:50.960482740 +0100
@@ -3,8 +3,7 @@
 date_default_timezone_set('UTC');
 
 $try = [
-    __DIR__ . '/../vendor/autoload.php',
-    __DIR__ . '/../../../autoload.php',
+    '@BUILDROOT@/usr/share/php/Sabre/VObject4/autoload.php',  // RPM installation
 ];
 
 foreach ($try as $path) {
@@ -14,7 +13,7 @@ foreach ($try as $path) {
     }
 }
 
-$autoLoader->addPsr4('Sabre\\VObject\\', __DIR__ . '/VObject');
+\Fedora\Autoloader\Autoload::addPsr4('Sabre\\VObject\\', __DIR__ . '/VObject');
 
 if (!defined('SABRE_TEMPDIR')) {
   define('SABRE_TEMPDIR', __DIR__ . '/temp/');