diff --git a/.woodpecker/build.yaml b/.woodpecker/build.yaml
new file mode 100644
index 0000000..92e3df2
--- /dev/null
+++ b/.woodpecker/build.yaml
@@ -0,0 +1,70 @@
+when:
+  - event: manual
+  - event: tag
+
+depends_on:
+  - test
+
+steps:
+  python_sync:
+    image: code.philo.ydns.eu/philorg/uv-geo
+    pull: true
+    volumes:
+      - uv-cache:/uv-cache
+    environment:
+      UV_CACHE_DIR: /uv-cache
+      UV_LINK_MODE: copy
+    commands:
+      - uv sync
+
+  python_build:
+    image: code.philo.ydns.eu/philorg/uv-geo
+    volumes:
+      - uv-cache:/uv-cache
+    environment:
+      UV_CACHE_DIR: /uv-cache
+      UV_LINK_MODE: copy
+    commands:
+      - uv build --wheel
+      - uv cache prune --ci
+
+  python_publish:
+    image: code.philo.ydns.eu/philorg/uv-geo
+    volumes:
+      - uv-cache:/uv-cache
+    environment:
+      UV_CACHE_DIR: /uv-cache
+      UV_LINK_MODE: copy
+      OWNER: philorg
+      REGISTRY_URL: https://code.philo.ydns.eu
+      REGISTRY_TOKEN:
+        from_secret: registry_token
+    commands:
+      - uv publish --publish-url $REGISTRY_URL/api/packages/$OWNER/pypi --token $REGISTRY_TOKEN dist/*.whl
+    failure: ignore
+
+  container_build_publish:
+    image: quay.io/podman/stable:latest
+    # Caution: This image is built daily. It might fill up your image store quickly.
+    #pull: true
+    volumes:
+      - containers:/var/lib/containers
+      - uv-cache:/uv-cache
+    # Fill in the trusted checkbox in Woodpecker's settings as well
+    privileged: true
+    environment:
+      UV_CACHE_DIR: /uv-cache
+      UV_LINK_MODE: copy
+      registry: code.philo.ydns.eu
+      org: philorg
+      container_name: gisaf-backend
+      registry_token:
+        from_secret: registry_token
+    commands:
+      # Login at the registry
+      - podman login -u __token__ --password $registry_token $registry
+      # Build the container image
+      - podman build --volume=/var/lib/containers:/var/lib/containers --tag $registry/$org/$container_name:latest --tag $registry/$org/$container_name:$CI_COMMIT_TAG .
+      # Push the image
+      - podman push $registry/$org/$container_name:latest
+      - podman push $registry/$org/$container_name:$CI_COMMIT_TAG
diff --git a/.woodpecker/test.yaml b/.woodpecker/test.yaml
new file mode 100644
index 0000000..5d32a38
--- /dev/null
+++ b/.woodpecker/test.yaml
@@ -0,0 +1,30 @@
+when:
+  - event: push
+    branch: main
+  - event: manual
+  - event: tag
+
+steps:
+  sync:
+    image: code.philo.ydns.eu/philorg/uv-geo
+    pull: true
+    volumes:
+      - uv-cache:/uv-cache
+    environment:
+      UV_CACHE_DIR: /uv-cache
+      UV_LINK_MODE: copy
+    commands:
+      - uv sync
+
+  test:
+    image: code.philo.ydns.eu/philorg/uv-geo
+    environment:
+      GISAF__DB__HOST: gisaf-database
+    commands:
+      # Initialize database
+      - .venv/bin/gisaf create-db
+      - .venv/bin/pytest -s tests/basic.py
+
+services:
+  gisaf-database:
+    image: code.philo.ydns.eu/philorg/treetrail-database