Thoughts on Terraform state management, infrastructure parallelism, and building better developer tools.
Concurrency and parallelism are often confused but mean different things. Learn how they work, when to use each, and why it matters in Terraform.
A 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.
Why is Terraform so slow in plan and apply? Learn the real causes of Terraform slowness, the quick fixes that help, and the architectural fix.
Parallel execution cuts test suite time and removes Terraform lock waiting. Learn safe patterns and how Stategraph runs independent changes in parallel.
OpenTofu's latest version 1.9.0 is out, featuring for_each in provider configuration blocks
This blog explores Terraform caching, offering insights on optimizing initialization, minimizing redundant downloads, and setting up a local cache for centralized projects.
Learn how we implemented dynamic query execution in PostgreSQL for our Audit Trail feature, balancing type safety and performance.