This blog post illuminates the transformative journey of infrastructure management through Infrastructure as Code, demonstrating how modern platforms like OpenTofu enable organizations to evolve from manual, error-prone configurations to intelligent, automated, and governance-driven infrastructure deployment. By progressing through stages of version control, specialized pipelines, advanced orchestration, and self-service governance, teams can leverage technologies like Open Policy Agent to encode compliance, model costs, and implement sophisticated drift detection. Ultimately, this approach turns infrastructure from a potential operational challenge into a strategic competitive advantage, allowing businesses to rapidly adapt and scale their technological capabilities.
Managing and predicting cloud costs can be challenging in today's dynamic cloud environments, especially when infrastructure changes occur frequently. Many organizations struggle to maintain visibility into their cloud spending, which can lead to budget overruns and financial inefficiencies. This issue is exacerbated when infrastructure is provisioned and modified frequently, making it hard to predict and control costs.
Integrating Infrastructure as Code (IaC) practices with robust cost management tools can provide a solution to these challenges. By enabling cost estimates and enforcing budgetary policies at the planning stage of infrastructure changes, teams can gain greater visibility and control over their cloud expenses. This approach not only helps in avoiding surprise costs but also ensures that resources are used efficiently and aligned with business goals.
Infrastructure as Code Management (IaCM): IaCM allows teams to define, provision, and manage cloud resources using code, making infrastructure changes repeatable and consistent. This method of managing infrastructure comes with the added benefit of predictability. By incorporating cost estimation directly into the IaC workflow, teams can preview the financial impact of proposed changes before they are applied. This capability is crucial for planning and budgeting, enabling organizations to avoid costly surprises and make data-driven decisions about infrastructure investments.
Cloud Cost Management (CCM): While IaC provides a foundation for controlled and predictable infrastructure changes, Cloud Cost Management tools take this a step further by offering continuous visibility into cloud spending. CCM tools allow teams to monitor and analyze costs in real time, set spending thresholds, and receive alerts when costs approach or exceed these limits. This ongoing oversight is essential for maintaining financial discipline, especially in dynamic environments where infrastructure usage and costs can fluctuate rapidly.
A development team is tasked with launching a new feature that requires additional cloud infrastructure. Before deploying, they use their IaC tool to define the necessary resources and run a cost estimation. The estimation reveals that the proposed changes will significantly increase the monthly cloud spend, prompting the team to reassess their approach.
They decide to implement an automated policy that checks whether the total monthly cost of any proposed infrastructure exceeds a predefined threshold. If this threshold is crossed, the policy triggers an alert or blocks the deployment, ensuring costs stay within expected limits. While some companies might not be price-sensitive, they aim to allocate resources effectively, prioritizing value and strategic impact over cost alone. To further optimize spending, they schedule certain environments to be scaled down or temporarily decommissioned during weekends when they are not needed.
Such proactive measures can be instrumental in ensuring that cloud costs remain within budget, while still allowing for the flexibility to scale infrastructure as needed.
When you combine the power of IaCM with Cloud Cost Management, you create a robust system that enables continuous optimization of cloud infrastructure with cost control in mind. This combination, IaCM for Cost Management, has the potential to automate, optimize, and provide cost transparency across the entire cloud environment. While IaCM handles provisioning and scaling, Cloud Cost Management (CCM) tools are essential for monitoring and tracking cloud expenses after resources have been provisioned. When you combine IaCM with CCM, organizations gain continuous cost visibility and real-time feedback on resource usage.
With IaC, you can define your cloud infrastructure in code and apply cost-saving policies directly within your infrastructure definitions. For example, if you're using OpenTofu or Terraform, you can incorporate best practices like:
By incorporating these cost-saving measures into your IaC pipeline, cost optimization becomes a native part of your infrastructure provisioning process, reducing the likelihood of unnecessary waste in the long run.
IaCM isn't just about provisioning infrastructure — it also includes ongoing cost tracking and monitoring. With automated reporting and cost analysis tools, organizations can continuously track how their cloud spending evolves over time. This makes it easier to pinpoint areas of overspending or inefficiency that need attention.
By integrating CCM tools, such as Harness CCM, into your IaCM workflow, teams can receive real-time feedback on resource usage and costs as infrastructure is deployed and scaled. This integration helps track the following:
Cloud cost governance is an essential aspect of any cost management strategy, ensuring that teams do not overspend and stay within their allocated budgets. With IaCM, you can automate governance policies to ensure cloud resources are provisioned in accordance with business rules and financial guidelines.
For instance, you can enforce policies such as:
Harness IaCM allows you to enable cost estimation at the workspace level, ensuring that you know the approximate cost of your infrastructure changes ahead of time before applying those changes. For example, the team can implement an automated policy that checks whether the total monthly cost of any proposed infrastructure exceeds a predefined threshold. If this threshold is crossed, the policy triggers an alert or blocks the deployment altogether, preventing unexpected financial strain.
package terraform_plan_cost
deny[msg] {
to_number(input.TotalMonthlyCost) > 100
msg := "The total monthly costs exceeds $100."
}
This policy automatically denies any changes if the total monthly cost of the infrastructure exceeds $100, helping to maintain budgetary control and avoid unexpected expenses. Additionally, the team can set policies to ensure that the cost of changes does not increase significantly compared to the previous plan, providing an extra layer of cost governance.
When integrating Infrastructure as Code and Cloud Cost Management into your workflows, consider the following strategies:
Bringing together the capabilities of Infrastructure as Code and Cloud Cost Management can significantly enhance your organization’s ability to manage cloud costs effectively. By integrating these practices, teams can gain better visibility into their spending, enforce budgetary controls, and optimize resource usage—all critical components for running efficient, cost-effective cloud operations.
For more information on implementing these strategies, check out Harness Infrastructure as Code Management and Harness Cloud Cost Management.
Also, check out our recent webinar on how to whip your cloud costs into shape.