diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index fd6eb4c0..a8d790b1 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -26,6 +26,8 @@ jobs:
 
       - name: Install UV
         uses: astral-sh/setup-uv@v5
+        with:
+          version: ">=0.5.24"
 
       - name: Install dependencies
         run: uv sync --all-extras --frozen
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index df1d9415..190d6560 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -26,6 +26,8 @@ jobs:
 
       - name: Install UV
         uses: astral-sh/setup-uv@v5
+        with:
+          version: ">=0.5.24"
 
       - name: Install dependencies
         run: uv sync --all-extras --frozen
diff --git a/.github/workflows/release-dev.yml b/.github/workflows/release-dev.yml
index 12cdf247..25c9e990 100644
--- a/.github/workflows/release-dev.yml
+++ b/.github/workflows/release-dev.yml
@@ -24,6 +24,8 @@ jobs:
 
       - name: Install UV
         uses: astral-sh/setup-uv@v5
+        with:
+          version: ">=0.5.24"
 
       - name: Build package
         run: |
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 162b4f5c..59611459 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -31,6 +31,8 @@ jobs:
 
       - name: Install UV
         uses: astral-sh/setup-uv@v5
+        with:
+          version: ">=0.5.24"
 
       - name: Check if there is a parent commit
         id: check-parent-commit
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 36b12c3e..586bc5a8 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -31,6 +31,8 @@ jobs:
 
       - name: Install UV
         uses: astral-sh/setup-uv@v5
+        with:
+          version: ">=0.5.24"
 
       - name: Install dependencies
         run: uv sync --all-extras --frozen
diff --git a/Dockerfile b/Dockerfile
index d764dc6c..178eda1b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,8 +1,10 @@
-ARG VERSION=3
-FROM python:$VERSION
+FROM python:3.13
 
-# Install pip and uv
-RUN python -m pip install --upgrade pip && python -m pip install uv
+WORKDIR /isort
+COPY pyproject.toml uv.lock /isort/
+
+# Install uv
+COPY --from=ghcr.io/astral-sh/uv:0.5.24 /uv /uvx /bin/
 
 # Setup as minimal a stub project as possible, simply to allow caching base dependencies
 # between builds.
@@ -13,14 +15,11 @@ RUN mkdir -p /isort/tests
 RUN touch /isort/isort/__init__.py
 RUN touch /isort/tests/__init__.py
 RUN touch /isort/README.md
-WORKDIR /isort
-COPY pyproject.toml uv.lock /isort/
-RUN uv sync
+COPY . /isort
+RUN SETUPTOOLS_SCM_PRETEND_VERSION=0.0.0 uv sync --all-extras --frozen
 
 # Install latest code for actual project
 RUN rm -rf /isort
-COPY . /isort
-RUN uv sync
 
 # Run full test suite
 CMD /isort/scripts/test.sh