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- πΈ One Terraform Apply = $5,000 Cloud Bill
πΈ One Terraform Apply = $5,000 Cloud Bill
β‘οΈ What One Line of Code Can Cost You in the Cloud
π 1-Minute Recap
What happens when someone misconfigures Terraform and applies it on a Friday?
β
100 Azure VMs created with premium specs
β
Terraform apply completed successfully
β
Azure bill spiked to ~$5,000 before Monday
β οΈ Root cause: no PR review, no cost controls, no guardrails
π₯ Full source code + postmortem inside
π 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
π οΈ The Setup: Friday Apply, Monday Panic
An engineer pushed this:
vm_count = 100
vm_size = "Standard_E64ds_v5"
Terraform created:
π terraform-cost-explosion-sim/
βββ main.tf β VMs, NICs, subnet, VNet
βββ variables.tf β location, VM count + size
βββ terraform.tfvars β the misconfig
βββ README.md β simulation guide
I ran:
terraform init
terraform plan
terraform apply
Everything worked β and cost thousands.
π What Went Wrong
β No cost estimation (Terraform Cloud)
β No policy enforcement (Sentinel or OPA)
β No Azure Budget or Alert thresholds
β No peer review or approval before apply
β Applied late Friday = no one watching it all weekend
π§― By the time someone stopped the VMs, $5,000+ was already billed.
π§ What To Do Instead
β
Set Azure Budgets + Alerts
β
Add policy-as-code checks
β
Use Terraform Cloud to estimate cost
β
Enforce PR reviews and approvals
β
Avoid deploying infra changes late on Fridays
π Bottom line: one line of Terraform can burn your budget if left unchecked.
π₯ Get the Code + Prompt
Want to see the full AI-generated code and prompt I used? |
π Subscribe to the newsletter and Iβll send you the repo |
Break it.
Fix it.
Run it in a safe sandbox environment.
π― Why This Matters
This isnβt just theory. This is a story you can share in interviews and retros:
βTell me about a time you debugged a Terraform-related cost spikeβ¦β
Now youβve got an answer.
π£ Want Your Tool Featured?
If your product helps teams:
Monitor Terraform cost before apply
Prevent risky cloud deployments
Enforce budget and policy guardrails
π¬ Letβs talk β this series is sponsor-friendly and reaching real engineers.
π Help Me Reach More DevOps Engineers
If this helped you:
β
Forward it to your team
β
Tag @learnwithdevopsengineer
β
Subscribe to the YouTube
Letβs make DevOps smarter, safer, and battle-tested β together.
π₯ YouTube: @learnwithdevopsengineer
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#Terraform #Azure #CloudCosts #DevOpsSimulation #IaC #CloudGovernance #IncidentSimulation