A Meta partner who specializes in developing customized messaging systems using WhatsApp services required an upgrade to their infrastructure to enhance security and stability. They tasked me to deploy a dedicated Kubernetes cluster for each major client, ensuring that the environments were isolated from each other while still having access to a central cluster where essential services and applications were hosted.

Their existing systems were hosted on Google Cloud Platform (GCP), utilizing Google Kubernetes Engine (GKE) for managing the Kubernetes clusters. The implementation strategy involved setting up each client cluster with its own isolated environment and using customized network policies tailored to each cluster's needs. Each cluster was established within its own Virtual Private Cloud (VPC) for strict network isolation. Additionally, VPC peering connections were configured to facilitate secure and direct network connectivity between the client clusters and the main central cluster.

One of the challenges was operating within the same GCP project due to client requirements, which required frequent coordination with GCP support to increase limits on various resources to ensure the infrastructure could scale without hitting service limitations.

The deployment and configuration were managed using Infrastructure as Code (IaC) practices with Terraform, leveraging Terragrunt as a wrapper to provide a cleaner and more simplified management of the configuration files. This approach allowed for systematic and repeatable deployments, essential for maintaining consistency across multiple client environments.

The project timeline spanned a few months, during which we conducted extensive load testing to ensure the robustness and scalability of the new system. This was followed by a phased migration of each client to their dedicated cluster, carefully managed to minimize downtime and disruption.

During the planning phase, I proposed an alternative architectural approach using Kubernetes namespaces to separate client environments within fewer clusters, thereby reducing overhead and potential cost. However, the company had previously committed to the multi-cluster strategy, and my recommendations for a more consolidated architecture were not implemented.

This experience highlighted the complexities of managing large-scale, secure cloud environments and the importance of aligning technical strategies with organizational policies and prior decisions.