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Terraform Project Lifecycle: From Init to Destroy in the Real World

Go beyond writing code learn the full Terraform workflow from init to apply to destroy. Includes testing, structure, backend, and automation best practices.

πŸ‘‹ Hey there, I’m Dheeraj Choudhary an AI/ML educator, cloud enthusiast, and content creator on a mission to simplify tech for the world.
After years of building on YouTube and LinkedIn, I’ve finally launched TechInsight Neuron a no-fluff, insight-packed newsletter where I break down the latest in AI, Machine Learning, DevOps, and Cloud.
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🧠 If you're someone who learns by doing and wants to stay ahead in the tech game you're in the right place.

πŸ” The Terraform Command Lifecycle

Stage

Command

Purpose

Init

terraform init

Initialize backend, download providers

Format

terraform fmt -check

Enforce code style & structure

Validate

terraform validate

Check syntax, config, modules

Plan

terraform plan

Preview what Terraform will do

Apply

terraform apply

Create or update infrastructure

Destroy

terraform destroy

Tear down tracked infrastructure

These stages are not optional β€” they define safe, predictable infrastructure delivery.

🧱 Recommended Project Structure

terraform-project/
β”œβ”€β”€ modules/
β”‚   β”œβ”€β”€ network/
β”‚   β”œβ”€β”€ compute/
β”œβ”€β”€ environments/
β”‚   β”œβ”€β”€ dev/
β”‚   β”‚   β”œβ”€β”€ main.tf
β”‚   β”‚   β”œβ”€β”€ backend.tf
β”‚   β”‚   β”œβ”€β”€ secrets.auto.tfvars
β”‚   β”œβ”€β”€ prod/
β”‚       β”œβ”€β”€ ...
β”œβ”€β”€ scripts/
β”‚   β”œβ”€β”€ test.sh
β”‚   β”œβ”€β”€ destroy.sh

βœ… Separate environments
βœ… Reusable modules
βœ… Configured secrets and backend
βœ… CI-ready folder layout

🌐 Real-World Scenario: Deploying VPC + EC2 + GCP Bucket

1. Initialize the Project

terraform init
  • Downloads provider plugins

  • Configures remote state

  • Prepares the workspace

2. Validate and Format

terraform fmt -check
terraform validate
  • Catch syntax or config errors

  • Ensure readable, clean HCL

3. Plan the Changes

terraform plan -out=tfplan
  • Shows what will be created/modified/destroyed

  • Store plan for audit or CI application

4. Apply with Confidence

terraform apply tfplan
  • Applies only what was planned

  • Ensures no mid-deploy drift

5. Optional: Run Infra Tests

checkov -d .
terraform plan -detailed-exitcode
  • Catch security issues

  • Confirm no drift

6. Tear Down When Needed

terraform destroy

βœ… Cleanly decommission resources
βœ… Delete backend state if environment is retired

🚫 Common Mistakes in Full Project Lifecycles

Mistake

Impact

Fix

Skipping plan

Untracked changes

Always review plan before apply

Sharing state across envs

Collisions and overwrite risk

Use separate backends per env

Hardcoded secrets

Security risk

Use vars + env vars or vault

No CI testing or formatting

Inconsistent or broken deployments

Add validate, fmt, checkov to CI

Partial destroy without plan

Dangling infra + billing waste

Use terraform plan -destroy first

πŸ’‘ Tip of the Day:

❝

Infrastructure is only as reliable as your Terraform discipline. Follow the full lifecycle every time.

πŸ“š Resources & References

1️⃣ Terraform CLI Workflow Docs
πŸ”— Docs

2️⃣ Module Reuse & Environment Separation
πŸ”— Best Practices

3️⃣ Terraform Automation Wrapper Tools
πŸ”— Atlantis | Terragrunt

4️⃣ Terraform Testing and Linting Tools
πŸ”— Checkov | OPA

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Conclusion

Terraform isn’t just about writing .tf files. It’s about running them intentionally.

Whether you’re deploying dev sandboxes or managing production cloud for a Fortune 500 the same lifecycle applies:

  • Initialize correctly

  • Format and validate often

  • Plan before apply

  • Apply only reviewed changes

  • Test what you’ve deployed

  • Tear down safely and clearly

This isn’t just DevOps it’s Terraform done right.

And with this final blog, your foundation is built.