diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..a1b25eb9b0bfb7fcba46e5c9dea2d70cc36b4158
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,60 @@
+name: CI
+on:
+    push:
+        branches:
+        - master
+    pull_request:
+        paths-ignore:
+        - 'doc/*.rst'
+    schedule:
+        - cron:  '17 3 * * 0'
+
+jobs:
+    flake8:
+        name: Flake8
+        runs-on: ubuntu-latest
+        steps:
+        -   uses: actions/checkout@v2
+        -
+            uses: actions/setup-python@v1
+            with:
+                python-version: '3.x' 
+        -   name: "Main Script"
+            run: |
+                curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/prepare-and-run-flake8.sh
+                . ./prepare-and-run-flake8.sh pymbolic test
+
+    pylint:
+        name: Pylint
+        runs-on: ubuntu-latest
+        steps:
+        -   uses: actions/checkout@v2
+        -
+            uses: actions/setup-python@v1
+            with:
+                python-version: '3.x' 
+        -   name: "Main Script"
+            run: |
+                EXTRA_INSTALL="numpy sympy symengine scipy pexpect"
+                curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/prepare-and-run-pylint.sh
+                . ./prepare-and-run-pylint.sh pymbolic test/test_*.py
+
+    pytest:
+        name: Pytest on Py${{ matrix.python-version }}
+        runs-on: ubuntu-latest
+        strategy:
+            matrix:
+                python-version: [2.7, 3.6, 3.7, 3.8, pypy2, pypy3]
+        steps:
+        -   uses: actions/checkout@v2
+        -
+            uses: actions/setup-python@v1
+            with:
+                python-version: ${{ matrix.python-version }}
+        -   name: "Main Script"
+            run: |
+                EXTRA_INSTALL="numpy sympy symengine pexpect"
+                curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-and-test-py-project.sh
+                . ./build-and-test-py-project.sh
+
+# vim: sw=4
diff --git a/README.rst b/README.rst
index e7724d8deb7c0a9db8e3022d2768a6c307e394d8..3b174cf3c9eee1d13c127a2c940e9986b2f21cb6 100644
--- a/README.rst
+++ b/README.rst
@@ -4,9 +4,9 @@ Pymbolic: Easy Expression Trees and Term Rewriting
 .. image:: https://gitlab.tiker.net/inducer/pymbolic/badges/master/pipeline.svg
     :alt: Gitlab Build Status
     :target: https://gitlab.tiker.net/inducer/pymbolic/commits/master
-.. image:: https://dev.azure.com/ak-spam/inducer/_apis/build/status/inducer.pymbolic?branchName=master
-    :alt: Azure Build Status
-    :target: https://dev.azure.com/ak-spam/inducer/_build/latest?definitionId=3&branchName=master
+.. image:: https://github.com/inducer/pymbolic/workflows/CI/badge.svg?branch=master
+    :alt: Github Build Status
+    :target: https://github.com/inducer/pymbolic/actions?query=branch%3Amaster+workflow%3ACI
 .. image:: https://badge.fury.io/py/pymbolic.png
     :alt: Python Package Index Release Page
     :target: https://pypi.org/project/pymbolic/