diff --git a/.github/workflows/development.yml b/.github/workflows/development.yml
new file mode 100644
index 0000000..e9205a1
--- /dev/null
+++ b/.github/workflows/development.yml
@@ -0,0 +1,29 @@
+name: Development
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, macos-latest]
+        ruby: [2.4, 2.5, 2.6, 2.7, '3.0', 3.1, jruby, truffleruby-head]
+    runs-on: ${{matrix.os}}
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Installing packages (ubuntu)
+      if: matrix.os == 'ubuntu-latest'
+      run: sudo apt-get install libmemcached-dev
+
+    - name: Installing packages (macos)
+      if: matrix.os == 'macos-latest'
+      run: brew install libmemcached
+
+    - uses: ruby/setup-ruby@v1
+      with:
+        ruby-version: ${{matrix.ruby}}
+        bundler-cache: true
+
+    - run: bundle exec rake
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index e815614..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,14 +0,0 @@
-language: ruby
-cache: bundler
-branches:
-  only: master
-rvm:
-  - 2.3
-  - 2.4
-  - 2.5
-  - 2.6
-  - ruby-head
-matrix:
-  allow_failures:
-    - rvm: ruby-head
-  fast_finish: true
diff --git a/Gemfile b/Gemfile
index 92ee27c..15457ef 100644
--- a/Gemfile
+++ b/Gemfile
@@ -1,4 +1,4 @@
 source "https://rubygems.org"
 gemspec
 
-gem 'rack', '~> 1.6' if ENV['RUBY_VERSION'] =~ /^1\.9|2\.0/
+gem 'dalli', '~> 2.7' if RUBY_VERSION <= "2.4"