diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..4bfa34e
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,16 @@
+dependency_scanning:
+  image: docker:stable
+  variables:
+    DOCKER_DRIVER: overlay2
+  allow_failure: true
+  services:
+    - docker:stable-dind
+  script:
+    - export SP_VERSION=$(echo "$CI_SERVER_VERSION" | sed 's/^\([0-9]*\)\.\([0-9]*\).*/\1-\2-stable/')
+    - docker run
+        --env DEP_SCAN_DISABLE_REMOTE_CHECKS="${DEP_SCAN_DISABLE_REMOTE_CHECKS:-false}"
+        --volume "$PWD:/code"
+        --volume /var/run/docker.sock:/var/run/docker.sock
+        "registry.gitlab.com/gitlab-org/security-products/dependency-scanning:$SP_VERSION" /code
+  artifacts:
+    paths: [gl-dependency-scanning-report.json]
diff --git a/Gemfile b/Gemfile
old mode 100755
new mode 100644
index 2535d79..405d855
--- a/Gemfile
+++ b/Gemfile
@@ -13,7 +13,7 @@ group :development do
   gem 'guard-rubocop', require: false
   gem 'guard-rubycritic', require: false
   gem 'rdoc', require: false
-  gem 'rubocop', '= 0.54', require: false
+  gem 'rubocop', '= 0.56.0', require: false
   gem 'rubocop-rspec', require: false
 end
 
diff --git a/README.md b/README.md
index 18f3185..0e81c7f 100755
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@
 [![Build Status](https://travis-ci.org/dominicsayers/machinist.svg?branch=master)](https://travis-ci.org/dominicsayers/machinist)
 [![Code Climate](https://codeclimate.com/github/dominicsayers/machinist/badges/gpa.svg)](https://codeclimate.com/github/dominicsayers/machinist)
 [![Test Coverage](https://codeclimate.com/github/dominicsayers/machinist/badges/coverage.svg)](https://codeclimate.com/github/dominicsayers/machinist/coverage)
-[![Dependency Status](https://gemnasium.com/badges/github.com/dominicsayers/machinist.svg)](https://gemnasium.com/github.com/dominicsayers/machinist)
+[![Dependency Status](https://gitlab.com/dominicsayers/machinist/badges/develop/build.svg)](https://gitlab.com/dominicsayers/machinist)
 [![Security](https://hakiri.io/github/dominicsayers/machinist/master.svg)](https://hakiri.io/github/dominicsayers/machinist/master)
 
 - [Home page](https://github.com/dominicsayers/machinist)
diff --git a/machinist.gemspec b/machinist.gemspec
old mode 100755
new mode 100644