diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..168555b
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,66 @@
+name: CI
+
+on: [push]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v1
+    - name: Set up Python 3.7
+      uses: actions/setup-python@v1
+      with:
+        python-version: 3.7
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+    - name: Lint with flake8
+      run: |
+        pip install flake8
+        # stop the build if there are Python syntax errors or undefined names
+        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+    - name: Test with pytest
+      run: |
+        pip install pytest
+        pytest
+
+  docker:
+    needs: build
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v1
+    - name: Publish to GitHub Docker Registry
+      uses: elgohr/Publish-Docker-Github-Action@master
+      with:
+        name: stegschreck/rats/rats
+        username: ${{ secrets.GITHUB_DOCKER_USERNAME }}
+        password: ${{ secrets.GITHUB_TOKEN }}
+        registry: docker.pkg.github.com
+        tag_names: true
+
+  release:
+    needs: build
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v1
+    - name: Create Release
+      if: success() && startsWith(github.ref, 'refs/tags/')
+      id: create_release
+      uses: actions/create-release@v1
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        tag_name: ${{ github.ref }}
+        release_name: Release ${{ github.ref }}
+        body: commits[0][message]
+        draft: false
+        prerelease: false
diff --git a/.github/workflows/dockerimage.yml b/.github/workflows/dockerimage.yml
deleted file mode 100644
index 2cba182..0000000
--- a/.github/workflows/dockerimage.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-name: Docker Image CI
-
-on: [push]
-
-jobs:
-
-  build:
-
-    runs-on: ubuntu-latest
-
-    steps:
-    - uses: actions/checkout@v1
-    - name: Publish to GitHub Docker Registry
-      uses: elgohr/Publish-Docker-Github-Action@master
-      with:
-        name: stegschreck/rats/rats
-        username: ${{ secrets.GITHUB_DOCKER_USERNAME }}
-        password: ${{ secrets.GITHUB_TOKEN }}
-        registry: docker.pkg.github.com
-        tag_names: true
diff --git a/.github/workflows/pythonapp.yml b/.github/workflows/pythonapp.yml
deleted file mode 100644
index 5639973..0000000
--- a/.github/workflows/pythonapp.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: Python application
-
-on: [push]
-
-jobs:
-  build:
-
-    runs-on: ubuntu-latest
-
-    steps:
-    - uses: actions/checkout@v1
-    - name: Set up Python 3.7
-      uses: actions/setup-python@v1
-      with:
-        python-version: 3.7
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install -r requirements.txt
-    - name: Lint with flake8
-      run: |
-        pip install flake8
-        # stop the build if there are Python syntax errors or undefined names
-        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
-        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
-        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
-    - name: Test with pytest
-      run: |
-        pip install pytest
-        pytest
diff --git a/.travis.yml b/.travis.yml
index 1c3b987..af82400 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -16,11 +16,11 @@ notifications:
   email:
     on_success: change
     on_failure: always
-deploy:
-  provider: releases
-  api_key:
-    secure: 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
-  skip_cleanup: true
-  on:
-    repo: StegSchreck/RatS
-    tags: true
+#deploy:
+#  provider: releases
+#  api_key:
+#    secure: 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
+#  skip_cleanup: true
+#  on:
+#    repo: StegSchreck/RatS
+#    tags: true