diff --git a/Dockerfile b/Dockerfile
index 62bc9cf..4eb1269 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,11 @@
 # <WARNING>
+# Everything within sections like <TAG> is generated and can
+# be automatically replaced on deployment. You can disable
+# this functionality by simply removing the wrapping tags.
 # </WARNING>
 
 # <DOCKER_FROM>
+FROM aldryn/base-project:py3-3.23
 # </DOCKER_FROM>
 
 # <NPM>
@@ -11,13 +15,24 @@
 # </BOWER>
 
 # <PYTHON>
+ENV PIP_INDEX_URL=${PIP_INDEX_URL:-https://wheels.aldryn.net/v1/aldryn-extras+pypi/${WHEELS_PLATFORM:-aldryn-baseproject-py3}/+simple/} \
+    WHEELSPROXY_URL=${WHEELSPROXY_URL:-https://wheels.aldryn.net/v1/aldryn-extras+pypi/${WHEELS_PLATFORM:-aldryn-baseproject-py3}/}
+COPY requirements.* /app/
+COPY addons-dev /app/addons-dev/
+RUN pip-reqs compile && \
+    pip-reqs resolve && \
+    pip install \
+        --no-index --no-deps \
+        --requirement requirements.urls
 # </PYTHON>
 
 # <SOURCE>
+COPY . /app
 # </SOURCE>
 
 # <GULP>
 # </GULP>
 
 # <STATIC>
+RUN DJANGO_MODE=build python manage.py collectstatic --noinput
 # </STATIC>
diff --git a/migrate.sh b/migrate.sh
new file mode 100755
index 0000000..0f69065
--- /dev/null
+++ b/migrate.sh
@@ -0,0 +1,6 @@
+#!/bin/sh
+# This script only exists for compatibility reasons to a legacy deploy system and
+# will be removed. Please use the "start migrate" command to run migrations.
+# Custom migrations can be added through the MIGRATION_COMMANDS setting.
+set -x
+start migrate