diff --git a/features/autoscaling/autoscaling.feature b/features/autoscaling/autoscaling.feature
deleted file mode 100644
index 02cabc6020e55..0000000000000
--- 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 b28af9d503e97..0000000000000
--- a/features/autoscaling/step_definitions/autoscaling.js
+++ /dev/null
@@ -1,32 +0,0 @@
-const { Before, Given, Then } = require("@cucumber/cucumber");
-
-Before({ tags: "@autoscaling" }, function (scenario, callback) {
-  const { AutoScaling } = require("../../../clients/client-auto-scaling");
-  this.service = new AutoScaling({ region: "us-east-1" });
-  callback();
-});
-
-Given("I create a launch configuration with name {string}", function (name, callback) {
-  const params = {
-    ImageId: "ami-1624987f",
-    InstanceType: "m1.small",
-    LaunchConfigurationName: name,
-  };
-  this.request(null, "createLaunchConfiguration", params, callback, false);
-});
-
-Given("I describe launch configurations", function (callback) {
-  this.request(null, "describeLaunchConfigurations", {}, callback);
-});
-
-Then("the list should contain the launch configuration {string}", function (name, callback) {
-  this.assert.contains(this.data.LaunchConfigurations, function (configuration) {
-    return configuration.LaunchConfigurationName === name;
-  });
-  callback();
-});
-
-Then("I delete the launch configuration {string}", function (name, callback) {
-  const params = { LaunchConfigurationName: name };
-  this.request(null, "deleteLaunchConfiguration", params, callback);
-});