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Infrastructure as Code: Terraform, AWS CDK, and Best Practices
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Infrastructure as Code: Terraform, AWS CDK, and Best Practices

PilotLab TeamPilotLab Team
May 14, 202511 min read

Infrastructure as Code (IaC) revolutionizes how we provision and manage cloud resources. By defining infrastructure in code, you gain version control, reproducibility, and automation. This guide explores IaC fundamentals and best practices using popular tools like Terraform and AWS CDK.

IaC Fundamentals

Understanding core IaC concepts is essential for effective infrastructure management. Choose the right tool and approach for your organization.

Declarative vs Imperative

Declarative IaC (Terraform, CloudFormation) describes desired end state - the tool figures out how to get there. Imperative IaC (scripts, Pulumi) specifies exact steps to execute. Declarative is generally preferred for infrastructure due to idempotency and simpler reasoning about state.

State Management

IaC tools track current infrastructure state to determine necessary changes. Store state in remote backends (S3, Terraform Cloud) for team collaboration. Enable state locking to prevent concurrent modifications. Back up state files regularly and never commit them to version control.

Choosing the Right Tool

Terraform offers multi-cloud support and large ecosystem. AWS CDK provides type-safe, programmatic infrastructure definition. CloudFormation integrates deeply with AWS services. Pulumi allows using general-purpose languages. Choose based on cloud provider, team skills, and requirements.

Best Practices

Production IaC requires discipline and organization. Follow these practices for maintainable, secure infrastructure code.

Modular Architecture

Break infrastructure into reusable modules (VPC, database, compute). Create modules for common patterns and share across projects. Version modules and document inputs/outputs. This promotes DRY principles and makes infrastructure changes safer and faster.

Environment Management

Separate dev, staging, and production environments with different configurations. Use workspaces or separate state files per environment. Parameterize differences (instance sizes, replica counts) using variables. Test changes in lower environments before production.

CI/CD Integration

Automate infrastructure changes through CI/CD pipelines. Run plan on pull requests, apply on merges to main. Include validation, linting, and security scanning. Implement approval gates for production changes. Use GitOps for declarative, auditable infrastructure deployments.

Summary

Infrastructure as Code is essential for modern cloud operations. Choose appropriate tools, manage state properly, and organize code into reusable modules. Integrate with CI/CD, test thoroughly, and treat infrastructure code with the same rigor as application code. Start small, establish patterns, and scale your IaC practice over time.

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