AI Code Review for Terraform PRs: CI Checklist and Automation
Set up AI Terraform PR review in CI with this 15-item checklist covering tflint, checkov, GPT-4o plan analysis, and GitHub Actions automation.
Terraform Remote State on AWS: S3 Backend with DynamoDB Locking
Local Terraform state files are a liability the moment a second engineer joins the project. This tutorial walks through provisioning an S3 backend with DynamoDB state locking — the standard pattern for safe, concurrent infrastructure management on AWS.
Terraform Root Config Wiring VPC, IAM, and S3 Modules Together
One root module connecting community VPC, S3, and a local IAM module with correct dependency ordering and remote state.
Integrating HashiCorp Vault Secrets into Terraform AWS Deployments
Storing database credentials and API keys in plaintext Terraform state is a real security liability. This tutorial walks through wiring HashiCorp Vault into your Terraform workflow so secrets are fetched dynamically at plan time — never hardcoded in configuration files.
Terraform S3 Backend Setup with DynamoDB State Locking for Team Workflows
Storing Terraform state locally works fine in isolation, but it breaks down the moment a second engineer joins the project. This tutorial walks through provisioning an S3 backend with DynamoDB locking and wiring it into your Terraform project correctly.
Terraform Remote State on AWS S3 with DynamoDB State Locking
Storing Terraform state locally is fine for solo experiments, but it breaks down the moment a second engineer runs a plan. This tutorial walks through provisioning a production-grade S3 remote backend with DynamoDB locking and shows you exactly how to wire it into any Terraform project.
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