diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
index bcbe4de..0803168 100644
--- a/.github/workflows/pr.yml
+++ b/.github/workflows/pr.yml
@@ -15,6 +15,17 @@ jobs:
       - uses: actions/checkout@v6
         with:
           persist-credentials: false
+
+      - uses: docker/setup-docker-action@v5
+        with:
+          daemon-config: |
+            {
+              "debug": true,
+              "features": {
+                "containerd-snapshotter": true
+              }
+            }
+
       - uses: docker/setup-buildx-action@v4
 
       - uses: docker/login-action@v4
@@ -30,8 +41,12 @@ jobs:
 
       - uses: docker/build-push-action@v7
         with:
+          build-args: POETRY_VERSION=2.3.2
           context: .
           push: false
+          load: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
-          platforms: linux/amd64, linux/arm64
+          platforms: linux/amd64,linux/arm64
+
+      - run: docker run ${DOCKER_METADATA_OUTPUT_TAGS} -V
\ No newline at end of file
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index a66af98..45d4aa3 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -32,6 +32,7 @@ jobs:
 
       - uses: docker/build-push-action@v7
         with:
+          build-args: POETRY_VERSION=2.3.2
           context: .
           push: true
           tags: ${{ steps.meta.outputs.tags }}
diff --git a/Dockerfile b/Dockerfile
index d328ae9..a8f3e2e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,10 +1,18 @@
 FROM python:3.14-slim
 
-LABEL org.opencontainers.image.description "Docker (base) image with Python 3.x with poetry"
-
-ARG POETRY_VERSION=1.8.3
+ARG POETRY_VERSION=2.3.2
 ARG POETRY_HOME=/opt/poetry
 
+LABEL org.opencontainers.image.title="python-poetry" \
+      org.opencontainers.image.description="Docker (base) image with Python 3.x with poetry" \
+      org.opencontainers.image.vendor="Planetary Quantum GmbH" \
+      org.opencontainers.image.licenses="BSD-2-Clause" \
+      org.opencontainers.image.source="https://github.com/hostwithquantum/python-poetry" \
+      org.opencontainers.image.documentation="https://github.com/hostwithquantum/python-poetry#readme" \
+      software.python.version="3.14" \
+      software.poetry.version=${POETRY_VERSION}
+
+
 # making this explicit
 USER root