diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..36cf7a6
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,172 @@
+name: ci
+
+# Run this workflow every time a new commit pushed to your repository
+on:
+  push:
+    branches:
+      - main
+    tags:
+      - '*'
+  pull_request:
+  workflow_dispatch:
+
+env:
+  IMAGE_NAME: maykinmedia/referentielijsten
+  DJANGO_SETTINGS_MODULE: referentielijsten.conf.jenkins
+  DB_PASSWORD: ''
+  DB_USER: postgres
+
+jobs:
+  # determine changed files to decide if certain jobs can be skipped or not
+  changed-files:
+    runs-on: ubuntu-latest  # windows-latest | macos-latest
+    name: Determine changed files
+    steps:
+
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 2
+
+      - name: Get changed PY files
+        id: changed-py-files
+        uses: tj-actions/changed-files@v41
+        with:
+          files: |
+            ^src/.+\.py
+      - name: Get changed JS files
+        id: changed-js-files
+        uses: tj-actions/changed-files@v41
+        with:
+          files: |
+            ^src/.+\.js
+      - name: Get changed requirements files
+        id: changed-requirements
+        uses: tj-actions/changed-files@v41
+        with:
+          files: ^backend/requirements/.+\.txt$
+
+    outputs:
+      changed-py-files: ${{ steps.changed-py-files.outputs.any_changed }}
+      changed-js-files: ${{ steps.changed-js-files.outputs.any_changed }}
+      changed-requirements: ${{ steps.changed-requirements.outputs.any_changed }}
+
+  tests:
+    runs-on: ubuntu-latest
+    needs:
+      - changed-files
+
+    # only run tests if source files have changed (e.g. skip for PRs that only update docs)
+    if: ${{ needs.changed-files.outputs.changed-py-files == 'true'|| needs.changed-files.outputs.changed-requirements == 'true'|| github.event_name == 'push' }}
+
+    strategy:
+      matrix:
+        postgres: ['15', '16']
+
+    name: Tests (PG ${{ matrix.postgres }})
+
+    services:
+      postgres:
+        image: postgres:${{ matrix.postgres }}
+        env:
+          POSTGRES_HOST_AUTH_METHOD: trust
+        ports:
+          - 5432:5432
+        # Needed because the postgres container does not provide a healthcheck
+        options:
+          --health-cmd pg_isready --health-interval 10s --health-timeout 5s --health-retries 5
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up backend environment
+        uses: maykinmedia/setup-django-backend@v1
+        with:
+          python-version: '3.11'
+          setup-node: 'yes'
+          npm-ci-flags: '--legacy-peer-deps'
+      - name: Run tests
+        run: |
+          python src/manage.py collectstatic --noinput --link
+          coverage run src/manage.py test src
+        env:
+          DJANGO_SETTINGS_MODULE: referentielijsten.conf.jenkins
+          SECRET_KEY: dummy
+          DB_USER: postgres
+          DB_PASSWORD: ''
+
+      - name: Publish coverage report
+        uses: codecov/codecov-action@v1
+
+  docker:
+    needs: tests
+    name: Docker image build
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Determine tag/commit hash
+        id: vars
+        run: |
+          # Strip git ref prefix from version
+          VERSION=$(echo "${{ github.ref }}" | sed -e 's,.*/\(.*\),\1,')
+          # Strip "v" prefix from tag name (if present at all)
+          [[ "${{ github.ref }}" == "refs/tags/"* ]] && VERSION=$(echo $VERSION | sed -e 's/^v//')
+          # Use Docker `latest` tag convention
+          [ "$VERSION" == "master" ] && VERSION=latest
+          echo "tag=${VERSION}" >> $GITHUB_OUTPUT
+          echo "git_hash=${GITHUB_SHA}" >> $GITHUB_OUTPUT
+      - name: Build the Docker image
+        run: |
+          docker build . \
+            --tag $IMAGE_NAME:$RELEASE_VERSION \
+            --build-arg COMMIT_HASH=${{ steps.vars.outputs.git_hash }} \
+            --build-arg RELEASE=${{ steps.vars.outputs.tag }} \
+        env:
+          RELEASE_VERSION: ${{ steps.vars.outputs.tag }}
+
+      - run: docker image save -o image.tar $IMAGE_NAME:${{ steps.vars.outputs.tag }}
+      - name: Store image artifact
+        uses: actions/upload-artifact@v3
+        with:
+          name: docker-image
+          path: image.tar
+          retention-days: 1
+
+  publish:
+    needs:
+      - tests
+      - docker
+
+    name: Push Docker image
+    runs-on: ubuntu-latest
+    if: github.event_name == 'push' && github.repository_owner == 'referentielijsten'  # exclude PRs/forks
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Download built image
+        uses: actions/download-artifact@v3
+        with:
+          name: docker-image
+
+      - name: Determine tag/commit hash
+        id: vars
+        run: |
+          # Strip git ref prefix from version
+          VERSION=$(echo "${{ github.ref }}" | sed -e 's,.*/\(.*\),\1,')
+
+          # Strip "v" prefix from tag name (if present at all)
+          [[ "${{ github.ref }}" == "refs/tags/"* ]] && VERSION=$(echo $VERSION | sed -e 's/^v//')
+
+          # Use Docker `latest` tag convention
+          [ "$VERSION" == "main" ] && VERSION=latest
+
+          echo "tag=${VERSION}" >> $GITHUB_OUTPUT
+
+      - name: Load image
+        run: |
+          docker image load -i image.tar
+
+      - name: Log into registry
+        run: echo "${{ secrets.DOCKER_TOKEN }}" | docker login -u ${{ secrets.DOCKER_USERNAME }} --password-stdin
+
+      - name: Push the Docker image
+        run: docker push $IMAGE_NAME:${{ steps.vars.outputs.tag }}