diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index b353d38..8ebf182 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -20,11 +20,6 @@ jobs:
       - name: Checkout Repository
         uses: actions/checkout@v3
 
-      - name: Generate constraints.txt from constraint.cfg
-        run: |
-          cd docker
-          make constraints.txt
-
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v2
 
@@ -56,7 +51,7 @@ jobs:
       - name: Build and push container image
         uses: docker/build-push-action@v3
         with:
-          context: ./docker
+          context: .
           push: true
           tags: ${{ steps.get_image_id.outputs.IMAGE_ID }}:${{ steps.get_version.outputs.VERSION }}
           platforms: linux/amd64,linux/arm64
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..4ae3da2
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+/src/*
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..0cdb80a
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,7 @@
+FROM plone/plone-backend:5.2.9
+COPY docker/create-constraints.py docker/constraints.cfg docker/requirements.txt /app/
+COPY versions.cfg /
+RUN pip install -r https://dist.plone.org/release/5.2.9/requirements.txt ${PIP_PARAMS} && \
+    python create-constraints.py constraints.cfg constraints.txt && \
+    ./bin/pip install --ignore-requires-python -r requirements.txt -c constraints.txt ${PIP_PARAMS} && \
+    find /app/lib -name LC_MESSAGES -exec chown -R plone:plone {} \;
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..66dc9d7
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,18 @@
+version: '3'
+
+services:
+  backend:
+    build: .
+    ports:
+      - "8080:8080"
+    environment:
+      - SITE=Plone
+      - PROFILES=design.plone.policy:default
+      # TODO: improve this part
+      # i.e. develop redturtle.volto withd docker
+      # 1. run something like "cd src && git clone git@github.com:redturtle/redturtle.volto"
+      # 2. uncomment the line beloow
+      # - DEVELOP=/app/src/redturtle.volto
+    volumes:
+      - ./src:/app/src
+
diff --git a/docker/Dockerfile b/docker/Dockerfile
deleted file mode 100644
index da1c694..0000000
--- a/docker/Dockerfile
+++ /dev/null
@@ -1,4 +0,0 @@
-FROM plone/plone-backend:5.2.9
-COPY constraints.txt requirements.txt /app/
-RUN ./bin/pip install --ignore-requires-python -r requirements.txt -c constraints.txt ${PIP_PARAMS} && \
-    find /app/lib -name LC_MESSAGES -exec chown -R plone:plone {} \;
diff --git a/src/.gitkeep b/src/.gitkeep
new file mode 100644
index 0000000..e69de29