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Version lifecycle management. It’s not the most glamorous part of DevOps, but it’s a lot easier when you write infrastructure as code. Upgrading instance types, load balancers, databases, or any cloud service becomes both easier and safer when it’s part of a GitOps workflow. Avoiding upgrades isn’t just a security concern — it comes with…

Over the years, cloud pricing has grown to be very complicated. AWS alone publishes pricing across hundreds of services, each with dozens of instance types, storage tiers, data transfer rates, licensing models, and regional variations. Azure and Google Cloud aren't far behind. If you subscribe to their notifications, you’ll likely get dozens of emails about…

As a FinOps team, it’s easy and exciting to chase the big wins. Someone accidentally left a cluster running over the weekend? All hands on deck. A data scientist spun up a p4d.24xlarge and forgot about it? Emergency Slack channel. Everyone loves catching the burst pipe. But here's the kicker: situations like this aren’t causing…

Here is a number that surprises people: the ICT sector, which includes data centers, networks, and devices, produces roughly 1.5 to 4 percent of worldwide greenhouse gas emissions. That puts it in the same range as the aviation industry. 😱 Engineers are in a unique position to collectively decarbonize millions of tonnes of Co2 from…

On December 2nd 2025, AWS announced that RDS for SQL Server now supports M7i and R7i instances with up to 55% lower prices than previous generation equivalents. If you provisioned an RDS SQL Server database last month, you made a reasonable decision with the information available. Today, that same decision might be costing you 55%…

Most security scanners treat infrastructure-as-code like any other codebase: pattern matching, regex rules, surface-level checks. But infrastructure code isn't like application code. Variables reference other variables. Modules pull in external dependencies. A single Terraform code block might expand into dozens of cloud resources, after evaluation, across different environments. We've spent years building deep parsing for…

Here's something we keep seeing: an engineer grabs Terraform code from their last project, makes a few tweaks, and ships. The code works. The infrastructure deploys. Everyone moves on. Six months later, finance asks why the cloud bill spiked. The culprit? That "working" code used a database version that's now in extended support. Or storage…

When engineers choose AWS CDK, they're making a bet on unification. One language for their application code and their infrastructure. TypeScript all the way down, or Python from Lambda to load balancer. It's an elegant proposition. But until now, that choice came with a trade-off: the cost visibility that Terraform teams take for granted simply…

AWS Cloud Spend and AWS Budgets allow AWS users to monitor cloud spend after it’s already been deployed. This presents issues for engineering teams that are steeped in AWS CloudFormation — do they optimize after deployment and slow engineering teams down, or simply accept cloud waste? Now, organizations that rely on CloudFormation can proactively reduce cloud costs before each…