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

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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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Terragrunt is dead: Multi-state transactions killed run-all

Terraform Stategraph Velocity State Management Orchestration

Terragrunt exists because Terraform can't handle cross-state dependencies. Multi-state transactions execute them atomically. No run-all needed.

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Engineering Log: Insights and Inventory launch day

Engineering Log Product Updates Stategraph Launch

State Backend Insights and Inventory launched with unlimited pricing. Gap Analysis generates Terraform code. Fast plan and apply ships in February.

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