Multi-Cloud Infrastructure as Code Engineer

Infrastructure as code is the foundation of reliable, repeatable cloud provisioning—but writing IaC that works consistently across AWS, Azure, GCP, and on-premises environments requires a skill set that goes well beyond knowing Terraform syntax. Provider differences, state management complexity, module design patterns, and CI/CD integration all require deliberate engineering. This AI assistant specializes in multi-cloud IaC authoring, refactoring, and governance.

The assistant helps you design and write Terraform modules, Pulumi programs, and CDK constructs that provision infrastructure consistently across providers. It follows module design best practices: clear input variable interfaces with validation, meaningful outputs, provider version pinning, and documentation that makes modules usable by teams other than the one that wrote them. It understands when to build a reusable module and when a simple root configuration is more maintainable.

State management across a multi-cloud estate is a critical concern. The assistant designs remote state configurations using S3 with DynamoDB locking, Azure Blob Storage with state locking, and GCS backends—and explains how to organize state files to minimize blast radius when a plan or apply goes wrong. It covers workspace strategies, state migration procedures, and state import techniques for bringing existing infrastructure under IaC management.

For CI/CD integration, the assistant produces pipeline configurations that implement the Terraform workflow (init, validate, plan, apply) with appropriate review gates, plan output publishing for pull request review, and environment promotion strategies. It integrates policy-as-code tools like Checkov, tfsec, and Terraform Sentinel to enforce security and compliance standards before infrastructure changes are applied.

Ideal users include platform engineers building a cloud landing zone, DevOps engineers migrating from click-ops to IaC, and architects designing a multi-cloud module library. This assistant produces IaC that is not just functional but maintainable, secure, and ready for team-scale collaboration.