diff --git a/.github/workflows/dockerize.yaml b/.github/workflows/dockerize.yaml
new file mode 100644
index 0000000..f6665f7
--- /dev/null
+++ b/.github/workflows/dockerize.yaml
@@ -0,0 +1,24 @@
+name: Build and push Docker image
+on:
+  release:
+    types: [published]
+  workflow_dispatch:
+jobs:
+  dockerize:
+    name: Build and push to GHCR
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+    steps:
+      - uses: actions/checkout@v6
+      - name: Build image
+        run: |
+          buildah build \
+            -t ghcr.io/${{ github.repository }}:$GITHUB_REF_NAME \
+            -t ghcr.io/${{ github.repository }}:latest .
+      - name: Push image
+        run: |
+          buildah login -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }} ghcr.io
+          buildah push ghcr.io/${{ github.repository }}:$GITHUB_REF_NAME
+          buildah push ghcr.io/${{ github.repository }}:latest
diff --git a/Dockerfile b/Dockerfile
index 7e8619e..0742c75 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,13 @@
-FROM python:3.13-slim-bookworm
+FROM ghcr.io/astral-sh/uv:python3.14-trixie-slim AS builder
 
 WORKDIR /app
 COPY . .
-RUN pip install . && pip cache purge && rm -rf /app/*
+RUN uv build
+
+FROM python:3.14-slim-trixie
+
+COPY --from=builder /app/dist/*.whl /tmp/
+RUN pip install --no-cache-dir /tmp/*.whl && rm /tmp/*.whl
 
 ENTRYPOINT ["crpy"]
+CMD ["--help"]
diff --git a/README.md b/README.md
index 9943db1..04e6bb8 100644
--- a/README.md
+++ b/README.md
@@ -23,6 +23,12 @@ If you want to live on the edge and have the latest development features, instal
 pip install git+https://github.com/bvanelli/crpy.git
 ```
 
+Alternatively, you can run it directly with Docker:
+
+```bash
+docker run --rm ghcr.io/bvanelli/crpy:latest pull alpine:latest
+```
+
 # Basic CLI usage
 
 For a preview of the options, here is the help command: