πŸ’Έ One Terraform Apply = $5,000 Cloud Bill

➑️ What One Line of Code Can Cost You in the Cloud

πŸ“Œ 1-Minute Recap

What happens when someone misconfigures Terraform and applies it on a Friday?

βœ… 100 Azure VMs created with premium specs
βœ… Terraform apply completed successfully
βœ… Azure bill spiked to ~$5,000 before Monday

⚠️ Root cause: no PR review, no cost controls, no guardrails

πŸ“₯ Full source code + postmortem inside

πŸ‘€ Who This Is For

  • You deploy infrastructure using Terraform, Azure, or AWS

  • You care about cost management and cloud governance

  • You want real-world DevOps scenarios you can actually learn from

πŸ› οΈ The Setup: Friday Apply, Monday Panic

An engineer pushed this:

vm_count = 100

vm_size = "Standard_E64ds_v5"

Terraform created:

πŸ“ terraform-cost-explosion-sim/
β”œβ”€β”€ main.tf – VMs, NICs, subnet, VNet
β”œβ”€β”€ variables.tf – location, VM count + size
β”œβ”€β”€ terraform.tfvars – the misconfig
β”œβ”€β”€ README.md – simulation guide

I ran:

terraform init

terraform plan

terraform apply

Everything worked β€” and cost thousands.

πŸ” What Went Wrong

  • ❌ No cost estimation (Terraform Cloud)

  • ❌ No policy enforcement (Sentinel or OPA)

  • ❌ No Azure Budget or Alert thresholds

  • ❌ No peer review or approval before apply

  • ❌ Applied late Friday = no one watching it all weekend

🧯 By the time someone stopped the VMs, $5,000+ was already billed.

🧠 What To Do Instead

 βœ… Set Azure Budgets + Alerts
 βœ… Add policy-as-code checks
 βœ… Use Terraform Cloud to estimate cost
 βœ… Enforce PR reviews and approvals
 βœ… Avoid deploying infra changes late on Fridays

πŸ” Bottom line: one line of Terraform can burn your budget if left unchecked.

πŸ“₯ Get the Code + Prompt

Want to see the full AI-generated code and prompt I used?

πŸ‘‰ Subscribe to the newsletter and I’ll send you the repo

Break it.
Fix it.
Run it in a safe sandbox environment.

🎯 Why This Matters

This isn’t just theory. This is a story you can share in interviews and retros:

β€œTell me about a time you debugged a Terraform-related cost spike…”

Now you’ve got an answer.

If your product helps teams:

  • Monitor Terraform cost before apply

  • Prevent risky cloud deployments

  • Enforce budget and policy guardrails

πŸ“¬ Let’s talk β€” this series is sponsor-friendly and reaching real engineers.

πŸ” Help Me Reach More DevOps Engineers

If this helped you:

 βœ… Forward it to your team
 βœ… Tag @learnwithdevopsengineer
 βœ… Subscribe to the YouTube

Let’s make DevOps smarter, safer, and battle-tested β€” together.

πŸŽ₯ YouTube: @learnwithdevopsengineer
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#Terraform #Azure #CloudCosts #DevOpsSimulation #IaC #CloudGovernance #IncidentSimulation