What We’ve Been Building: Scaling Platforms, Cutting Costs And Prepping for Growth

Scaling platforms, reducing cloud cost, and preparing for growth

The update describes infrastructure work across gaming, energy analytics, insurance, education, real estate, and analytics. It covers a multi-cluster ClickHouse setup, ETCD for cluster state, Terraform Cloud workflows, Kubernetes delivery, and cloud-cost investigation.

Make growth repeatable

Versioned infrastructure workflows and shared platform components help teams replace manual scripts and one-off configurations with a more repeatable operating model. Kubernetes, ClickHouse, ETCD, and Terraform each address a different part of scale, data, state, and change control.

Key takeaways

• Growth work combines platform capacity, data systems, delivery practice, and cost visibility.
• Infrastructure as code turns repeated changes into reviewable workflows.
• Cost optimisation starts with usage patterns and configuration evidence.

Frequently asked questions

Why use Terraform Cloud workflows?

They provide a versioned process for planning, reviewing, and applying infrastructure changes.

Is Kubernetes useful only for large companies?

No. It is useful when its operational model fits the application, team capability, and growth requirements.