diff --git a/keras3-cpu/Dockerfile b/keras3-cpu/Dockerfile
index 4d839ce93fbd169cbe6b8b1639c594dca6c9450e..7c1a45c530ed74cff8286c197e9337e3f5760a94 100644
--- a/keras3-cpu/Dockerfile
+++ b/keras3-cpu/Dockerfile
@@ -57,6 +57,7 @@ RUN mamba install --yes --no-update-deps \
 USER root
 
 # install code-server and extensions
+# NOTE: DO NOT UPDATE TO 4.92 WITHOUT INSTALLING AN EXTENSION TO VIEW ARRAYS AND DATAFRAMES
 ENV CODE_VERSION=4.91.0
 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 && \
diff --git a/keras3-gpu/Dockerfile b/keras3-gpu/Dockerfile
index d50edc5def1d3e3b0a10624df2bb144ba845192f..bfeb108adb1e4a138c00bc50d479ffd1584fd9ae 100644
--- a/keras3-gpu/Dockerfile
+++ b/keras3-gpu/Dockerfile
@@ -10,6 +10,7 @@ SHELL ["/bin/bash", "-o", "pipefail", "-c"]
 USER root
 
 # install code-server and extensions
+# NOTE: DO NOT UPDATE TO 4.92 WITHOUT INSTALLING AN EXTENSION TO VIEW ARRAYS AND DATAFRAMES
 ENV CODE_VERSION=4.91.0
 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 && \
diff --git a/tensorflow-cpu-with-vscode/Dockerfile b/tensorflow-cpu-with-vscode/Dockerfile
index ac8fd559a8c97dd176b7a917ab08878ccac0d529..fe574589ae636688388240a17713c2c55efa9b41 100644
--- a/tensorflow-cpu-with-vscode/Dockerfile
+++ b/tensorflow-cpu-with-vscode/Dockerfile
@@ -56,6 +56,7 @@ RUN mamba install --yes --no-update-deps \
 USER root
 
 # install code-server and extensions
+# NOTE: DO NOT UPDATE TO 4.92 WITHOUT INSTALLING AN EXTENSION TO VIEW ARRAYS AND DATAFRAMES
 ENV CODE_VERSION=4.91.0
 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 && \
diff --git a/tensorflow-gpu-with-vscode/Dockerfile b/tensorflow-gpu-with-vscode/Dockerfile
index d22bcba3f3e44ed372c8b183199fbdbc9f90c104..2f0a4a60e60f1a5376a2c57c357038576e717127 100644
--- a/tensorflow-gpu-with-vscode/Dockerfile
+++ b/tensorflow-gpu-with-vscode/Dockerfile
@@ -9,6 +9,7 @@ SHELL ["/bin/bash", "-o", "pipefail", "-c"]
 USER root
 
 # install code-server and extensions
+# NOTE: DO NOT UPDATE TO 4.92 WITHOUT INSTALLING AN EXTENSION TO VIEW ARRAYS AND DATAFRAMES
 ENV CODE_VERSION=4.91.0
 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 && \