IAC_MODULE
MLOps and Automation

Infrastructure as Code

Automate provisioning and management of compute resources using declarative tools like Terraform and CloudFormation to ensure consistent, reproducible infrastructure deployment across cloud environments.

High
DevOps Engineer
Infrastructure as Code

Priority

High

Execution Context

This function enables DevOps Engineers to define, provision, and manage compute infrastructure through code rather than manual processes. By integrating Terraform and CloudFormation support, the system ensures that server instances, networking components, and storage volumes are created with precise specifications. This approach eliminates configuration drift, accelerates deployment cycles, and maintains compliance with organizational standards while reducing human error in repetitive infrastructure tasks.

The system ingests Infrastructure as Code definitions to parse resource types, attributes, and dependencies required for compute provisioning.

It executes the generated code against cloud providers to automatically create or update compute instances according to specified configurations.

Finally, it validates state changes and applies updates to ensure the live environment matches the declared Infrastructure as Code definitions.

Operating Checklist

Define resource specifications using Terraform or CloudFormation syntax within the code repository.

Initiate a deployment pipeline to validate syntax and plan changes against current state.

Execute the provisioning logic to create or update compute instances in the target cloud environment.

Verify resource availability and confirm alignment with the declared Infrastructure as Code definitions.

Integration Surfaces

Code Repository Integration

Connects directly to version control systems to monitor IaC file changes and trigger automated pipeline execution upon modification.

Cloud Provider API

Interacts with underlying cloud infrastructure services to execute resource creation, scaling, and termination commands based on code directives.

Monitoring Dashboard

Displays real-time status of deployed compute resources, highlighting any discrepancies between the desired state and actual infrastructure.

FAQ

Bring Infrastructure as Code Into Your Operating Model

Connect this capability to the rest of your workflow and design the right implementation path with the team.