diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 000000000..eda8776c0
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,28 @@
+name: CI
+on: [push, pull_request]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+      -
+        name: Checkout
+        uses: actions/checkout@v2.3.4
+      -
+        name: Build base image
+        uses: docker/build-push-action@v2.7.0
+        with:
+          context: .
+          tags: splash
+      -
+        name: Build tests image
+        uses: docker/build-push-action@v2.7.0
+        with:
+          context: dockerfiles/tests
+          tags: splash-tests
+      -
+        name: Run tests
+        shell: 'script --return --quiet --command "bash {0}"'
+        run: |
+          docker run -it splash-tests
diff --git a/dockerfiles/splash/install-python-splash-deps.sh b/dockerfiles/splash/install-python-splash-deps.sh
index bfbb4f62c..8e92c9aa9 100755
--- a/dockerfiles/splash/install-python-splash-deps.sh
+++ b/dockerfiles/splash/install-python-splash-deps.sh
@@ -3,7 +3,7 @@ _PYTHON=python3
 
 install_python_deps () {
     # Install python-level dependencies.
-    ${_PYTHON} -m pip install -U pip setuptools six && \
+    ${_PYTHON} -m pip install -U pip setuptools==57.5.0 six && \
     ${_PYTHON} -m pip install \
         qt5reactor==0.5 \
         psutil==5.0.0 \
diff --git a/dockerfiles/tests/runtests.sh b/dockerfiles/tests/runtests.sh
index 98323c253..b042a4073 100755
--- a/dockerfiles/tests/runtests.sh
+++ b/dockerfiles/tests/runtests.sh
@@ -1,5 +1,2 @@
 #!/usr/bin/env bash
-py.test --cov=splash --doctest-modules --durations=50 "$@" && \
-if [ -n "${TRAVIS}" ]; then
-    codecov
-fi;
\ No newline at end of file
+py.test --cov=splash --doctest-modules --durations=50 "$@"