diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
new file mode 100644
index 0000000..afad6c3
--- /dev/null
+++ b/.github/workflows/cd.yml
@@ -0,0 +1,30 @@
+name: Tests
+
+on:
+  push:
+    branches: [ $default-branch ]
+  pull_request:
+    branches: [ $default-branch ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.8]
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install pytest
+        pip install -r dev-requirements.txt
+    - name: Test
+      run: |
+        pytest -v -s ./jupyterhub_ssh/tests
diff --git a/dev-requirements.txt b/dev-requirements.txt
index 29024c9..73396c6 100644
--- a/dev-requirements.txt
+++ b/dev-requirements.txt
@@ -1,3 +1,10 @@
+aiohttp
+asyncssh
 chartpress
+notebook
 pytest
 pyyaml
+pytest-asyncio
+requests
+websockets
+yarl
diff --git a/jupyterhub_ssh/tests/__init__.py b/jupyterhub_ssh/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/jupyterhub_ssh/tests/test_terminado.py b/jupyterhub_ssh/tests/test_terminado.py
new file mode 100644
index 0000000..f8fc0bc
--- /dev/null
+++ b/jupyterhub_ssh/tests/test_terminado.py
@@ -0,0 +1,45 @@
+from aiohttp import ClientSession
+import os
+import pytest
+from yarl import URL
+import sys
+
+from notebook.tests.launchnotebook import NotebookTestBase
+
+from ..terminado import Terminado
+
+# Mark all tests in this file as asyncio
+pytestmark = pytest.mark.asyncio
+
+@pytest.fixture
+async def notebook():
+    # Start the notebook
+    notebook = NotebookTestBase()
+    notebook.setup_class()
+    notebook.wait_until_alive()
+    yield notebook
+    notebook.teardown_class()
+
+
+async def test_terminado_client_auth(notebook):
+    # NotebookTestBase uses "/a%40b/" as a hub prefix, we have to make sure we don't escape that
+    notebook_url = URL(notebook.base_url(), encoded=True)
+
+    # Connect to the terminal with a dummy token
+    with pytest.raises(KeyError, match="name"):
+        async with ClientSession() as client, Terminado(notebook_url, "fake", client) as terminado_client:
+            assert terminado_client.terminal_name == "1"
+
+    # Connect to the terminal with the real token
+    async with ClientSession() as client, Terminado(notebook_url, notebook.token, client) as terminado_client:
+        assert terminado_client.terminal_name == "1"
+
+
+async def test_terminado_stdin(notebook):
+    notebook_url = URL(notebook.base_url(), encoded=True)
+
+    # Connect to the terminal with the real token
+    async with ClientSession() as client, Terminado(notebook_url, notebook.token, client) as terminado_client:
+        cmd = f'touch {notebook.home_dir}/hello.txt\n'
+        await terminado_client.send_stdin(cmd)
+        print(os.listdir(notebook.home_dir))