diff --git a/keras3-cpu/Dockerfile b/keras3-cpu/Dockerfile
index 091352c7e043e578b06fac2e0d4dd8831405b14e..1f937b01aee8d58a09158d38519a8b90f5b346eb 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=4.97.2
+ENV CODE_VERSION=4.98.2
 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 3bdf1ea4d6298d1fb070a6af2a89f74dc527a5ea..855e7bae53743c2aa7935f6e7452fe051ef33582 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=4.97.2
+ENV CODE_VERSION=4.98.2
 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 150991022f8c4d0a7fea2a5aff9cb285194e6303..b363902462b671f63c4e3a73eba3c19fd02c60e4 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=4.97.2
+ENV CODE_VERSION=4.98.2
 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 && \