diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..488bde6
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,55 @@
+name: Test
+on:
+  push:
+    branches: ['*']
+  pull_request:
+    branches: ['*']
+
+jobs:
+  test_ruby_versions:
+    runs-on: ubuntu-20.04
+
+    continue-on-error: ${{ matrix.allow_failures == 'allow failures' || false }}
+
+    env:
+      BUNDLE_GEMFILE: "${{ matrix.gemfile }}" ### allows adding gemfile: to the matrix, bundler will automatically pick this up
+
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - ruby: "2.0"
+          - ruby: 2.1
+          - ruby: 2.2
+          - ruby: 2.3
+          - ruby: 2.4
+          - ruby: 2.5
+          - ruby: 2.6
+          - ruby: 2.7
+          - ruby: "3.0" ### must be quoted otherwise will be treated as "3" which resolves to latest 3.x version
+          - ruby: 3.1
+            allow_failures: 'allow failures'
+          - ruby: 3.2
+            allow_failures: 'allow failures'
+          - ruby: 3.3
+            allow_failures: 'allow failures'
+          - ruby: head
+            allow_failures: 'allow failures'
+
+          - ruby: jruby-9.3
+          - ruby: jruby-9.4
+            allow_failures: 'allow failures'
+          - ruby: jruby-head
+            allow_failures: 'allow failures'
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Install ruby
+      uses: ruby/setup-ruby@v1
+      with:
+        ruby-version: "${{ matrix.ruby }}"
+        bundler-cache: true
+
+    - name: Run tests
+      run: |
+        bundle exec rake
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 450948d..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,14 +0,0 @@
-language: ruby
-rvm:
-  - 1.8
-  - 1.9
-  - 2.0
-  - 2.1
-  - 2.2
-  - jruby
-  - rbx
-matrix:
-  allow_failures:
-    - rvm: 1.8
-script: ./script/test
-sudo: false
\ No newline at end of file
diff --git a/Gemfile b/Gemfile
index 9cd1abd..d0f7a86 100644
--- a/Gemfile
+++ b/Gemfile
@@ -3,3 +3,8 @@ gemspec
 
 gem "rake"
 gem "minitest"
+
+if RUBY_VERSION < '2.1'
+  gem 'psych', '> 2.0.0'
+  gem 'rexml', '< 3.2.5'
+end
diff --git a/Rakefile b/Rakefile
new file mode 100644
index 0000000..e5238c9
--- /dev/null
+++ b/Rakefile
@@ -0,0 +1,12 @@
+# frozen_string_literal: true
+
+require 'rake/testtask'
+
+Rake::TestTask.new do |t|
+  t.libs << 'test'
+  t.test_files = FileList['test/**/*_test.rb']
+  t.verbose = false
+  t.warning = true
+end
+
+task default: :test
diff --git a/script/test b/script/test
deleted file mode 100755
index c50314e..0000000
--- a/script/test
+++ /dev/null
@@ -1,25 +0,0 @@
-#!/bin/sh
-#/ Usage: test [individual test file]
-#/
-#/ Bootstrap and run all tests or an individual test.
-#/
-#/ Examples:
-#/
-#/   # run all tests
-#/   test
-#/
-#/   # run individual test
-#/   test test/controller_instrumentation_test.rb
-#/
-
-set -e
-cd $(dirname "$0")/..
-
-[ "$1" = "--help" -o "$1" = "-h" -o "$1" = "help" ] && {
-    grep '^#/' <"$0"| cut -c4-
-    exit 0
-}
-
-script/bootstrap && ruby -I lib -I test -r rubygems \
-  -e 'require "bundler/setup"' \
-  -e '(ARGV.empty? ? Dir["test/**/*_test.rb"] : ARGV).each { |f| load f }' -- "$@"