Thoughts on Terraform state management, infrastructure parallelism, and building better developer tools.
Learn what Terraform backends are, how to configure local and remote options, and where the standard approach breaks down at scale.
Read moreLearn how to use Terraform map variables with real examples, from basic declarations to for_each, lookup(), and map functions in HCL.
Read moreLearn what Terraform IaC is, how it works, the core concepts behind it, why teams adopt it for multi-cloud infrastructure, and how it compares with other IaC tools.
Read moreA real benchmark on an 800 MB Terraform state file: a no-op that took nearly 3 hours versus 97 seconds. The architectural argument behind the result.
Read moreWhy is Terraform so slow in plan and apply? Learn the real causes of Terraform slowness, the quick fixes that help, and the architectural fix.
Read moreWhat ephemeral environments are, how they improve testing workflows, and how to implement them in Kubernetes to speed up deployments and reduce costs.
Read moreParallel execution cuts test suite time and removes Terraform lock waiting. Learn safe patterns and how Stategraph runs independent changes in parallel.
Read moreLearn what OpenTofu is, how it compares to Terraform, installation methods, key features like state encryption, and how to migrate your infrastructure code.
Read moreBuilt a tool that computes the dependency cone of any Terraform resource and extracts a minimal subset file containing only what you need.
Read moreTerragrunt solved Terraform's scaling problems by splitting state. Stategraph eliminates them by fixing the primitive itself.
Read moreState fragmentation creates coordination problems Terraform can't see. The real issue isn't monolithic architecture—it's file-based storage.
Read moreWhen managing infrastructure, state corruption must be impossible. OCaml's type system catches entire categories of bugs at compile time.
Read moreDeep dive into Terraform's dependency graph: how the DAG is constructed, how dependencies work, and how Terraform walks the graph with parallelism.
Read moreThe Terraform Terralith isn't an anti-pattern. It's the natural shape of infrastructure. The real anti-pattern is accepting broken tooling.
Read moreTerraform state is a distributed systems problem masquerading as file storage. Stategraph models it as a graph with ACID transactions and subgraph isolation.
Read more