Natalie Godec demonstrates automatic environment detection using matrix strategies to run parallel deployments across any number of nested Terraform states. The guide includes static security scanning with checkov and conditional approval workflows to ensure production changes require manual review.

The article explains how to prevent Terraform from reverting external modifications by excluding specific attributes from drift detection. It covers three key scenarios: computed defaults set by cloud providers, changes made by external automation or administrators, and temporary suppression during module refactoring or imports.

Taha Dulgar builds a fully automated pipeline that exports MySQL tables from RDS to S3 as Parquet files using IAM authentication instead of database credentials. The solution uses AWS Glue jobs to handle data extraction and crawlers to automatically update the Glue Data Catalog for Athena queries.

Danny Smith covers Terraform releases 1.5.0 through 1.11.0, focusing on S3 native state locking that removes DynamoDB requirements and ephemeral resources for temporary infrastructure. Recent versions add provider functions, improved validation rules, the removed block, and native CLI imports.

Comprehensive Terraform and OpenTofu best practices skill for Claude Code. Get instant guidance on testing strategies, module patterns, CI/CD workflows, and production-ready infrastructure code. AB: It also works with all other AI tools (OpenCode, Copilot, Cursor, etc).

I recommend this project by Luc van Donkersgoed (fellow AWS Hero) to help you keep track of AWS news and blogs in one place. See what's hot, read summaries, search, set bookmarks and ratings, and categorize articles with tags.