diff --git a/.coveragerc b/.coveragerc
index 2b9abc36..3a4ce4c5 100644
--- a/.coveragerc
+++ b/.coveragerc
@@ -1,3 +1,5 @@
 [paths]
 source = .
         /lorax/
+[run]
+relative_files = True
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 00000000..7860f583
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,28 @@
+name: Tests and Coverage
+# Make sure only one action triggers the job, otherwise pushing to a
+# pull-request will run it twice.
+on:
+  pull_request:
+    branches:
+      - "*"
+  push:
+    branches:
+      - master
+      - rhel8-branch
+      - rhel7-branch
+      - f31-branch
+      - f32-branch
+      - f33-branch
+
+jobs:
+  unit-tests:
+    runs-on: ubuntu-latest
+    steps:
+      - name: "Clone Repository"
+        uses: actions/checkout@v2
+      - name: Run lorax tests in podman
+        run: make test-in-docker && cp .test-results/.coverage .coverage
+      - name: Coveralls
+        uses: AndreMiras/coveralls-python-action@develop
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index f252ebbb..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-sudo: required
-language: python
-services:
-  - docker
-
-env:
-  - DOCKER=docker
-
-script:
-  - make test-in-docker
-
-after_success:
-  - |
-
-        cp .test-results/.coverage ./.coverage.docker
-
-        pip install coverage coveralls
-        coverage combine
-        coveralls
-
-notifications:
-  email:
-    on_failure: change
-    on_success: never