diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 714e2234..240f0850 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -4,17 +4,24 @@ on:
   - pull_request
   - push
 
+env:
+  BUNDLE_WITHOUT: release
+
 jobs:
   test:
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
       matrix:
-        ruby:
-          - '2.5'
-          - '2.6'
-          - '2.7'
-          - '3.0'
+        include:
+          - ruby: '2.4'
+          - ruby: '2.5'
+          - ruby: '2.6'
+          - ruby: '2.7'
+          - ruby: '3.0'
+            coverage: 'yes'
+    env:
+      COVERAGE: ${{ matrix.coverage }}
     steps:
       - uses: actions/checkout@v2
       - name: Install Ruby ${{ matrix.ruby }}
@@ -22,8 +29,6 @@ jobs:
         with:
           ruby-version: ${{ matrix.ruby }}
           bundler-cache: true
-        env:
-          BUNDLE_WITHOUT: release
       - name: Run tests
         run: bundle exec rake spec
       - name: something
diff --git a/Gemfile b/Gemfile
index 10d5ea1c..625a2427 100644
--- a/Gemfile
+++ b/Gemfile
@@ -1,4 +1,4 @@
-source ENV['GEM_SOURCE'] || "https://rubygems.org"
+source ENV['GEM_SOURCE'] || 'https://rubygems.org'
 
 gemspec
 
@@ -7,3 +7,12 @@ if facterversion = ENV['FACTER_GEM_VERSION']
 else
   gem 'facter', :require => false
 end
+
+group :release do
+  gem 'github_changelog_generator', require: false
+end
+
+group :coverage, optional: ENV['COVERAGE']!='yes' do
+  gem 'simplecov-console', :require => false
+  gem 'codecov', :require => false
+end
diff --git a/README.md b/README.md
index b0984b58..49f635d4 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,12 @@
 rspec-puppet-facts
 ==================
 
-[![Build Status](https://img.shields.io/travis/mcanevet/rspec-puppet-facts/master.svg)](https://travis-ci.org/mcanevet/rspec-puppet-facts)
-[![Gem Version](https://img.shields.io/gem/v/rspec-puppet-facts.svg)](https://rubygems.org/gems/rspec-puppet-facts)
-[![Gem Downloads](https://img.shields.io/gem/dt/rspec-puppet-facts.svg)](https://rubygems.org/gems/rspec-puppet-facts)
+[![License](https://img.shields.io/github/license/voxpupuli/rspec-puppet-facts.svg)](https://github.com/voxpupuli/rspec-puppet-facts/blob/master/LICENSE)
+[![Test](https://github.com/voxpupuli/rspec-puppet-facts/actions/workflows/test.yml/badge.svg)](https://github.com/voxpupuli/rspec-puppet-facts/actions/workflows/test.yml)
+[![codecov](https://codecov.io/gh/voxpupuli/rspec-puppet-facts/branch/master/graph/badge.svg?token=Mypkl78hvK)](https://codecov.io/gh/voxpupuli/rspec-puppet-facts)
+[![Release](https://github.com/voxpupuli/rspec-puppet-facts/actions/workflows/release.yml/badge.svg)](https://github.com/voxpupuli/rspec-puppet-facts/actions/workflows/release.yml)
+[![RubyGem Version](https://img.shields.io/gem/v/rspec-puppet-facts.svg)](https://rubygems.org/gems/rspec-puppet-facts)
+[![RubyGem Downloads](https://img.shields.io/gem/dt/rspec-puppet-facts.svg)](https://rubygems.org/gems/rspec-puppet-facts)
 [![Donated by Camptocamp](https://img.shields.io/badge/donated%20by-camptocamp-fb7047.svg)](#transfer-notice)
 
 Based on an original idea from [apenney](https://github.com/apenney/puppet_facts/),
diff --git a/spec/spec_helper.rb b/spec/spec_helper.rb
index b72ff6bd..bd1d3fe0 100644
--- a/spec/spec_helper.rb
+++ b/spec/spec_helper.rb
@@ -1,6 +1,25 @@
-if ENV['COVERAGE']
-  require 'coveralls'
-  Coveralls.wear!
+begin
+  require 'simplecov'
+  require 'simplecov-console'
+  require 'codecov'
+rescue LoadError
+else
+  SimpleCov.start do
+    track_files 'lib/**/*.rb'
+
+    add_filter '/spec'
+
+    enable_coverage :branch
+
+    # do not track vendored files
+    add_filter '/vendor'
+    add_filter '/.vendor'
+  end
+
+  SimpleCov.formatters = [
+    SimpleCov::Formatter::Console,
+    SimpleCov::Formatter::Codecov,
+  ]
 end
 
 require 'rspec'