diff --git a/Dockerfile b/Dockerfile
index 198ef84ed..388420fd1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -51,6 +51,9 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
  && rm -rf /var/lib/apt/lists/* \
  && rm cuda-keyring_1.1-1_all.deb
 
+# Install uv (latest) by copying binaries from Astral's official distroless image
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /usr/local/bin/
+
 # Patch CUDA math_functions.h for glibc 2.41 compatibility
 RUN sed -i 's/extern __DEVICE_FUNCTIONS_DECL__ __device_builtin__ double                 sinpi(double x);/extern __DEVICE_FUNCTIONS_DECL__ __device_builtin__ double                 sinpi(double x) noexcept (true);/' /usr/local/cuda-12.9/include/crt/math_functions.h && \
     sed -i 's/extern __DEVICE_FUNCTIONS_DECL__ __device_builtin__ float                  sinpif(float x);/extern __DEVICE_FUNCTIONS_DECL__ __device_builtin__ float                  sinpif(float x) noexcept (true);/' /usr/local/cuda-12.9/include/crt/math_functions.h && \
@@ -65,7 +68,7 @@ ENV CUDA_HOME=/usr/local/cuda-12.9 \
 # Create symlink for compatibility
 RUN ln -sf /usr/local/cuda-12.9 /usr/local/cuda
 
-# Create runtime user/group (fix the original issue)
+# Create runtime user/group
 RUN set -e; \
     if getent group 1000 >/dev/null 2>&1; then \
         EXISTING_GROUP=$(getent group 1000 | cut -d: -f1); \