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

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Terraform Architecture Beyond State File Bottlenecks

Terraform State Management Architecture Infrastructure

Learn how Terraform architecture works, why state files and locks break at scale, and how graph-based state management fixes the root cause.

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What Bazel taught us about Terraform

Stategraph Terraform Build Systems Bazel Architecture

Build systems solved fast-and-correct twenty years ago. A walk through how Bazel's playbook - DAGs, hashing, sandboxes, caches - maps onto Terraform.

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Terraform state is becoming a database: The shift from storage to system

Terraform State Management Distributed Systems Infrastructure Architecture

Terraform state was designed as a file. The next decade of infrastructure tooling treats it as a database, and the substrate is changing.

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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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