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Blog — Stategraph
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Thoughts on Terraform state management, infrastructure parallelism, and building better developer tools.

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Ephemeral environments: Complete guide for 2026

CI/CD Kubernetes Infrastructure DevOps Automation

What ephemeral environments are, how they improve testing workflows, and how to implement them in Kubernetes to speed up deployments and reduce costs.

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Parallel execution: Faster tests and faster Terraform

Testing Terraform Infrastructure Performance

Parallel execution cuts test suite time and removes Terraform lock waiting. Learn safe patterns and how Stategraph runs independent changes in parallel.

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OpenTofu: The Open Source Infrastructure as Code Tool Your Team Actually Owns

OpenTofu Terraform Open Source Infrastructure

Learn what OpenTofu is, how it compares to Terraform, installation methods, key features like state encryption, and how to migrate your infrastructure code.

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Why is Terraform so slow? Diagnosing the issue and finding a solution

Terraform Performance State Management Troubleshooting

Wondering "why is Terraform so slow?" Learn to diagnose bottlenecks in your cloud provider, remote backend, modules, or state file and apply fixes that protect development velocity.

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Yes, Terraform has a graph. That's not the point.

Terraform State Management Distributed Systems Architecture

Terraform already walks a DAG during apply. But in-run parallelism isn't the bottleneck. The graph is ephemeral, not infrastructure.

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