diff --git a/docker/django b/docker/django
index 6e0fb2c..2b9cc9e 100644
--- a/docker/django
+++ b/docker/django
@@ -1,5 +1,5 @@
 # stage 1
-FROM python:3.11-bookworm as backend
+FROM python:3.11-bookworm AS backend
 
 RUN apt-get update && apt-get install --yes --no-install-recommends \
         vim \
@@ -14,8 +14,8 @@ RUN mkdir /app/media
 
 COPY ./requirements /app/requirements
 
-RUN pip install uv
-RUN uv pip install --requirement requirements/base.txt
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /bin/uv
+RUN uv pip install --system --requirement requirements/base.txt
 
 
 # stage 2
@@ -33,7 +33,7 @@ RUN npm run build:prod
 
 
 # stage 3
-FROM python:3.11-bookworm as production
+FROM python:3.11-bookworm AS production
 
 RUN apt-get update && apt-get install --yes --no-install-recommends \
         postgresql-client \
@@ -59,7 +59,8 @@ COPY ./src /app/src
 
 COPY ./requirements /app/requirements
 
-RUN uv pip install --requirement requirements/production.txt
+COPY --from=backend /bin/uv /bin/uv
+RUN uv pip install --system --requirement requirements/production.txt
 
 RUN useradd -M -u 1000 newsreader
 RUN chown -R newsreader:newsreader /app
@@ -81,7 +82,7 @@ RUN python src/manage.py collectstatic --noinput
 
 
 # (optional) stage 4
-FROM python:3.11-bookworm as development
+FROM python:3.11-bookworm AS development
 
 RUN apt-get update && apt-get install --yes --no-install-recommends \
         vim \
@@ -96,11 +97,12 @@ RUN mkdir /app/bin
 
 COPY ./requirements /app/requirements
 COPY ./bin/docker-entrypoint.sh /app/bin/docker-entrypoint.sh
-COPY --from=backend /usr/local/lib/python3.9 /usr/local/lib/python3.9
+COPY --from=backend /usr/local/lib/python3.11 /usr/local/lib/python3.11
 COPY --from=backend /usr/local/bin/celery /usr/local/bin/celery
 COPY --from=backend /app/src/ /app/src/
 
-RUN uv pip install --requirement requirements/development.txt
+COPY --from=backend /bin/uv /bin/uv
+RUN uv pip install --system --requirement requirements/development.txt
 
 RUN useradd -M -u 1000 newsreader
 RUN chown -R newsreader:newsreader /app