diff --git a/bitnami/kuberay-operator/1/debian-11/Dockerfile b/bitnami/kuberay-operator/1/debian-11/Dockerfile
index 8ca8914f7a3e..08804dc1d32f 100644
--- a/bitnami/kuberay-operator/1/debian-11/Dockerfile
+++ b/bitnami/kuberay-operator/1/debian-11/Dockerfile
@@ -7,10 +7,10 @@ ARG TARGETARCH
 
 LABEL com.vmware.cp.artifact.flavor="sha256:1e1b4657a77f0d47e9220f0c37b9bf7802581b93214fff7d1bd2364c8bf22e8e" \
       org.opencontainers.image.base.name="docker.io/bitnami/minideb:bullseye" \
-      org.opencontainers.image.created="2024-01-10T14:49:04Z" \
+      org.opencontainers.image.created="2024-01-19T22:58:11Z" \
       org.opencontainers.image.description="Application packaged by VMware, Inc" \
       org.opencontainers.image.licenses="Apache-2.0" \
-      org.opencontainers.image.ref.name="1.0.0-debian-11-r4" \
+      org.opencontainers.image.ref.name="1.0.0-debian-11-r5" \
       org.opencontainers.image.title="kuberay" \
       org.opencontainers.image.vendor="VMware, Inc." \
       org.opencontainers.image.version="1.0.0"
@@ -41,6 +41,7 @@ RUN apt-get autoremove --purge -y curl && \
     apt-get update && apt-get upgrade -y && \
     apt-get clean && rm -rf /var/lib/apt/lists /var/cache/apt/archives
 RUN useradd -r -u 1001 -g root kuberay
+RUN find / -perm /6000 -type f -exec chmod a-s {} \; || true
 
 ENV APP_VERSION="1.0.0" \
     BITNAMI_APP_NAME="kuberay" \
diff --git a/bitnami/kuberay-operator/1/debian-11/docker-compose.yml b/bitnami/kuberay-operator/1/debian-11/docker-compose.yml
deleted file mode 100644
index 6d7684801df1..000000000000
--- a/bitnami/kuberay-operator/1/debian-11/docker-compose.yml
+++ /dev/null
@@ -1,8 +0,0 @@
-# Copyright VMware, Inc.
-# SPDX-License-Identifier: APACHE-2.0
-
-version: '2'
-
-services:
-  kuberay-operator:
-    image: docker.io/bitnami/kuberay-operator:1
diff --git a/bitnami/kuberay-operator/README.md b/bitnami/kuberay-operator/README.md
index 46e5932b7688..eaa27fa8c158 100644
--- a/bitnami/kuberay-operator/README.md
+++ b/bitnami/kuberay-operator/README.md
@@ -13,13 +13,6 @@ Trademarks: This software listing is packaged by Bitnami. The respective tradema
 docker run -it --name kuberay-operator bitnami/kuberay-operator
 ```
 
-### Docker Compose
-
-```console
-curl -sSL https://raw.githubusercontent.com/bitnami/containers/main/bitnami/kuberay-operator/docker-compose.yml > docker-compose.yml
-docker-compose up -d
-```
-
 ## Why use Bitnami Images?
 
 - Bitnami closely tracks upstream source changes and promptly publishes new versions of this image using our automated systems.
@@ -73,20 +66,12 @@ Bitnami provides up-to-date versions of KubeRay, including security patches, soo
 docker pull bitnami/kuberay-operator:latest
 ```
 
-or if you're using Docker Compose, update the value of the image property to `bitnami/kuberay-operator:latest`.
-
 #### Step 2: Remove the currently running container
 
 ```console
 docker rm -v kuberay-operator
 ```
 
-or using Docker Compose:
-
-```console
-docker-compose rm -v kuberay-operator
-```
-
 #### Step 3: Run the new image
 
 Re-create your container from the new image.
@@ -95,12 +80,6 @@ Re-create your container from the new image.
 docker run --name kuberay-operator bitnami/kuberay-operator:latest
 ```
 
-or using Docker Compose:
-
-```console
-docker-compose up kuberay-operator
-```
-
 ## Configuration
 
 ### Running commands
@@ -113,6 +92,12 @@ docker run --rm --name kuberay-operator bitnami/kuberay-operator:latest --help
 
 Check the [official KubeRay documentation](https://ray.io) for more information about how to use KubeRay.
 
+## Notable Changes
+
+### Starting January 16, 2024
+
+* The `docker-compose.yaml` file has been removed, as it was solely intended for internal testing purposes. For production-ready deployments, we highly recommend utilizing its associated [Bitnami Helm chart](https://github.com/bitnami/charts/tree/main/bitnami/kuberay).
+
 ## Contributing
 
 We'd love for you to contribute to this Docker image. You can request new features by creating an [issue](https://github.com/bitnami/containers/issues) or submitting a [pull request](https://github.com/bitnami/containers/pulls) with your contribution.