diff --git a/features/autoscaling/autoscaling.feature b/features/autoscaling/autoscaling.feature
deleted file mode 100644
index 6501d9efb8..0000000000
--- a/features/autoscaling/autoscaling.feature
+++ /dev/null
@@ -1,30 +0,0 @@
-# language: en
-@autoscaling
-Feature: Auto Scaling
-
-  I want to use Auto Scaling
-
-  Scenario: Managing auto scaling groups
-    Given I create a launch configuration with name "launch-config-integ"
-    And I describe launch configurations
-    Then the list should contain the launch configuration "launch-config-integ"
-    And I delete the launch configuration "launch-config-integ"
-
-  @pagination
-  Scenario: Paginating responses
-    Given I create a launch configuration with name "launch-config-integ-1"
-    And I create a launch configuration with name "launch-config-integ-2"
-    And I paginate the "describeLaunchConfigurations" operation with limit 1
-    Then I should get more than one page
-    And I should get numPages - 1 markers
-    And the last page should not contain a marker
-    And I delete the launch configuration "launch-config-integ-1"
-    And I delete the launch configuration "launch-config-integ-2"
-
-  Scenario: Error handling
-    Given I create a launch configuration with name ""
-    Then the error code should be "ValidationError"
-    And the error message should contain:
-    """
-    Member must have length greater than or equal to 1
-    """
diff --git a/features/autoscaling/step_definitions/autoscaling.js b/features/autoscaling/step_definitions/autoscaling.js
deleted file mode 100644
index 8f35406d70..0000000000
--- a/features/autoscaling/step_definitions/autoscaling.js
+++ /dev/null
@@ -1,31 +0,0 @@
-module.exports = function() {
-  this.Before('@autoscaling', function (callback) {
-    this.service = new this.AWS.AutoScaling();
-    callback();
-  });
-
-  this.Given(/^I create a launch configuration with name "([^"]*)"$/, function(name, callback) {
-    var params = {
-      ImageId: 'ami-1624987f',
-      InstanceType: 'm1.small',
-      LaunchConfigurationName: name
-    };
-    this.request(null, 'createLaunchConfiguration', params, callback, false);
-  });
-
-  this.Given(/^I describe launch configurations$/, function(callback) {
-    this.request(null, 'describeLaunchConfigurations', {}, callback);
-  });
-
-  this.Then(/^the list should contain the launch configuration "([^"]*)"$/, function(name, callback) {
-    this.assert.contains(this.data.LaunchConfigurations, function(configuration) {
-      return configuration.LaunchConfigurationName === name;
-    });
-    callback();
-  });
-
-  this.Then(/^I delete the launch configuration "([^"]*)"$/, function(name, callback) {
-    var params = {LaunchConfigurationName: name};
-    this.request(null, 'deleteLaunchConfiguration', params, callback);
-  });
-};