diff --git a/keras3-cpu/Dockerfile b/keras3-cpu/Dockerfile
index dbbf72537cbc6970d26fbcc1d3fd2255bc9755b8..b5e977d3576c8dd909138a2f5fd722623585991c 100644
--- a/keras3-cpu/Dockerfile
+++ b/keras3-cpu/Dockerfile
@@ -61,7 +61,7 @@ RUN mamba install --yes \
 USER root
 
 # install code-server and extensions
-ENV CODE_VERSION=4.95.3
+ENV CODE_VERSION=4.96.2
 RUN wget --no-hsts -q https://github.com/coder/code-server/releases/download/v$CODE_VERSION/code-server_${CODE_VERSION}_amd64.deb && \
     dpkg -i code-server_${CODE_VERSION}_amd64.deb && \
     rm -f code-server_${CODE_VERSION}_amd64.deb && \
diff --git a/keras3-gpu/Dockerfile b/keras3-gpu/Dockerfile
index ea8e2338b06dcd6d62e90842c24321d8cdcdbff2..a1f83e1d3a5cccd191f4f37e94efe16408b4e546 100644
--- a/keras3-gpu/Dockerfile
+++ b/keras3-gpu/Dockerfile
@@ -18,7 +18,7 @@ RUN apt-get update --yes && \
     apt-get clean && rm -rf /var/lib/apt/lists/*
 
 # install code-server and extensions
-ENV CODE_VERSION=4.95.3
+ENV CODE_VERSION=4.96.2
 RUN wget --no-hsts -q https://github.com/coder/code-server/releases/download/v$CODE_VERSION/code-server_${CODE_VERSION}_amd64.deb && \
     dpkg -i code-server_${CODE_VERSION}_amd64.deb && \
     rm -f code-server_${CODE_VERSION}_amd64.deb && \
diff --git a/pytorch-gpu/Dockerfile b/pytorch-gpu/Dockerfile
index 1ac1baa634580de4bcd53d396a78b073b2704cc8..479c01ea2e2171cf5d03cf1f2d5c7c07ef075128 100644
--- a/pytorch-gpu/Dockerfile
+++ b/pytorch-gpu/Dockerfile
@@ -18,7 +18,7 @@ RUN apt-get update --yes && \
     apt-get clean && rm -rf /var/lib/apt/lists/*
 
 # install code-server and extensions
-ENV CODE_VERSION=4.95.3
+ENV CODE_VERSION=4.96.2
 RUN wget --no-hsts -q https://github.com/coder/code-server/releases/download/v$CODE_VERSION/code-server_${CODE_VERSION}_amd64.deb && \
     dpkg -i code-server_${CODE_VERSION}_amd64.deb && \
     rm -f code-server_${CODE_VERSION}_amd64.deb && \