diff --git a/content/articles/deploy-ferretdb-using-kubernetes-ferretdb-operator/index.md b/content/articles/deploy-ferretdb-using-kubernetes-ferretdb-operator/index.md
index a9a5ba6cea..597dd9d876 100644
--- a/content/articles/deploy-ferretdb-using-kubernetes-ferretdb-operator/index.md
+++ b/content/articles/deploy-ferretdb-using-kubernetes-ferretdb-operator/index.md
@@ -26,7 +26,7 @@ By combining the strengths of MongoDB and PostgreSQL, FerretDB provides a compel
 
 ### Pre-requisites
 
-Before deploying FerretDB on Kubernetes using the Kubernetes FerretDB Operator, you need to ensure your environment is properly set up. First, you must have a functional Kubernetes cluster. In this guide, we’ll create our cluster using [Kind](https://kubernetes.io/docs/tasks/tools/#kind). Additionally, you should have a basic understanding of FerretDB and PostgreSQL, as this will help you navigate the deployment process more effectively.
+Before deploying FerretDB on Kubernetes using the [Kubernetes FerretDB Operator](https://kubedb.com/kubernetes/databases/run-and-manage-ferretdb-on-kubernetes/), you need to ensure your environment is properly set up. First, you must have a functional Kubernetes cluster. In this guide, we’ll create our cluster using [Kind](https://kubernetes.io/docs/tasks/tools/#kind). Additionally, you should have a basic understanding of FerretDB and PostgreSQL, as this will help you navigate the deployment process more effectively.
 
 Next, make sure that [Helm](https://helm.sh/docs/intro/install/) is installed on your Kubernetes cluster, as it is necessary for managing packages. This guide utilizes the Kubernetes FerretDB operator [KubeDB](https://kubedb.com/), so you’ll need to have KubeDB installed in your Kubernetes environment. To use KubeDB, you’ll also require a license, which you can obtain for free from the [Appscode License Server](https://appscode.com/issue-license/).
 
@@ -317,4 +317,4 @@ To optimize FerretDB performance and reliability in a Kubernetes environment, co
 
 ## Conclusion
 
-In conclusion, FerretDB presents a powerful and flexible solution for integrating MongoDB-compatible applications within Kubernetes environments. By leveraging PostgreSQL as its storage backend, FerretDB combines the strengths of both SQL and NoSQL paradigms, offering robust data management, high availability, and scalability. The FerretDB Operator, facilitated by KubeDB, simplifies the deployment process, enabling seamless integration and efficient management of your FerretDB instances on Kubernetes. This guide has provided you with the essential knowledge to deploy FerretDB on Kubernetes using the FerretDB Operator from KubeDB. For further exploration and advanced configurations, the official [FerretDB documentation](https://docs.ferretdb.io/) offers comprehensive insights. Remember, optimizing your database environment requires continuous monitoring, tuning, and following best practices specific to FerretDB and PostgreSQL. Whether your database infrastructure is on-premises, geographically dispersed, or utilizes cloud services and database-as-a-service providers, KubeDB services can further assist in ensuring that your FerretDB deployments achieve peak performance and operational excellence.
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+In conclusion, FerretDB presents a powerful and flexible solution for integrating MongoDB-compatible applications within Kubernetes environments. By leveraging PostgreSQL as its storage backend, FerretDB combines the strengths of both SQL and NoSQL paradigms, offering robust data management, high availability, and scalability. The Kubernetes FerretDB Operator, facilitated by KubeDB, simplifies the deployment process, enabling seamless integration and efficient management of your FerretDB instances on Kubernetes. This guide has provided you with the essential knowledge to deploy FerretDB on Kubernetes using the FerretDB Operator from KubeDB. For further exploration and advanced configurations, the official [FerretDB documentation](https://docs.ferretdb.io/) offers comprehensive insights. Remember, optimizing your database environment requires continuous monitoring, tuning, and following best practices specific to FerretDB and PostgreSQL. Whether your database infrastructure is on-premises, geographically dispersed, or utilizes cloud services and database-as-a-service providers, KubeDB services can further assist in ensuring that your FerretDB deployments achieve peak performance and operational excellence.
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