Infrastructure as Code

Terraform at scale: GitOps tools and the long apply problem

If you’ve been using Terraform Cloud for a while, you’ve probably hit at least one of these: the pricing model changed and suddenly it’s expensive, applies take 10+ minutes, or the state files have grown into something nobody wants to touch. You’re not alone — this is a recurring topic in every DevOps community right now. This post covers the main tools people are using to solve these problems in 2025–2026, with a focus on two separate issues that often get conflated: GitOps orchestration (who triggers plans, who approves applies) and state management at scale (why applies are slow and what to do about it)....

May 8, 2026 · 6 min · Oleksandr Kulbida