diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
new file mode 100644
index 00000000..5abf1029
--- /dev/null
+++ b/.github/workflows/docker-build.yml
@@ -0,0 +1,26 @@
+name: docker
+
+on:
+  push:
+    branches:
+      - "master"
+
+jobs:
+  docker:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+      - name: Login to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Build and push
+        uses: docker/build-push-action@v4
+        with:
+          push: true
+          platforms: linux/amd64,linux/arm64,linux/arm/v7
+          tags: ${{ secrets.DOCKERHUB_USERNAME }}/home-assistant-streamdeck-yaml:latest
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..e45da74c
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,58 @@
+# See tests/README.md for instructions on how to run the tests.
+
+# tl;dr:
+# Run the following command in the adaptive-lighting repo folder to run the tests:
+# docker run -v $(pwd):/app basnijholt/adaptive-lighting:latest
+
+# Optionally build the image yourself with:
+# docker build -t basnijholt/adaptive-lighting:latest .
+
+FROM python:3.11-buster
+
+RUN apt-get update && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y \
+    git \
+    && rm -rf /var/lib/apt/lists/*
+
+# Clone home-assistant/core
+RUN git clone https://github.com/home-assistant/core.git /core
+
+# Install home-assistant/core dependencies
+RUN pip3 install -r /core/requirements.txt --use-pep517 && \
+    pip3 install -r /core/requirements_test.txt --use-pep517 && \
+    pip3 install -e /core/ --use-pep517
+
+# Clone the Adaptive Lighting repository
+RUN git clone https://github.com/basnijholt/adaptive-lighting.git /app
+
+# Setup symlinks in core
+RUN ln -s /app/custom_components/adaptive_lighting /core/homeassistant/components/adaptive_lighting && \
+    ln -s /app/tests /core/tests/components/adaptive_lighting && \
+    # For test_dependencies.py
+    ln -s /core /app/core
+
+# Install dependencies of components that Adaptive Lighting depends on
+RUN pip3 install $(python3 /app/test_dependencies.py) --use-pep517
+
+WORKDIR /core
+
+CMD ["python3", \
+    # Enable Python development mode
+    "-X", "dev", \
+    # Run pytest
+    "-m", "pytest", \
+    # Verbose output
+    "-vvv", \
+    # Set a timeout of 9 seconds per test
+    "--timeout=9", \
+    # Print the 10 slowest tests
+    "--durations=10", \
+    # Measure code coverage for the 'homeassistant' package
+    "--cov='homeassistant'", \
+    # Generate an XML report of the code coverage
+    "--cov-report=xml", \
+    # Print a count of test results in the console
+    "-o", "console_output_style=count", \
+    # Run tests in the 'tests/components/adaptive_lighting' directory
+    "tests/components/adaptive_lighting" \
+    ]
diff --git a/tests/README.md b/tests/README.md
new file mode 100644
index 00000000..3176f04e
--- /dev/null
+++ b/tests/README.md
@@ -0,0 +1,20 @@
+# Developer notes for the tests directory
+
+To run the tests, check out the [CI configuration](../.github/workflows/pytest.yml) to see how they are executed in the CI pipeline.
+Alternatively, you can use the provided Docker image to run the tests locally.
+
+To run the tests using the Docker image, navigate to the `adaptive-lighting` repo folder and execute the following command:
+
+```bash
+docker run -v $(pwd):/app basnijholt/adaptive-lighting:latest
+```
+
+This command will download the Docker image from [the adaptive-lighting Docker Hub repo]((https://hub.docker.com/r/basnijholt/adaptive-lighting)) and run the tests.
+
+If you prefer to build the image yourself, use the following command:
+
+```bash
+docker build -t basnijholt/adaptive-lighting:latest --no-cache .
+```
+
+This might be necessary if the image on Docker Hub is outdated or if the [`test_dependencies.py`](../test_dependencies.py) file is updated.