GitLab announced the general availability of GitLab Duo with Amazon Q.
Infrastructure as Code. It's not a totally new concept, but it isn't something that everyone is doing at this point. Some have been doing it for a long time. Some have just started the journey. And some have no clue what it even is.
We're going to break it down a bit today, and talk about what it is and some of the common issues, or pitfalls, that come along with it.
What kind of pitfalls can come up?
I have great news for you... The answer is "a lot."
It's not very good news, I guess. But as long as you take the time to consider all your options, and plan accordingly, you can mitigate just about any issues that come up.
So, why is there a lot that can go wrong? It's because of the nature of Infrastructure as Code (IaC). It's infrastructure and it's code. That means you take all the pitfalls that can come along with infrastructure and add them to all the pitfalls that can come along with code.
Infrastructure as Code creation, and management, seems to be the most successful when it is a joint effort between the development team and the infrastructure ops team. DevOps … get it? When this isn't a collaborative effort, infrastructure configuration issues can come up.
Dev and Ops each have their own areas of expertise. That's not to say that people in one don't understand the other. It just means they are experienced in their area. So why not benefit from the knowledge and experience of both?
Infrastructure Pitfalls
The first big pitfall is choosing the wrong framework for your IaC needs. Most major cloud providers have their own specialized framework.
For example, Cloud Formation on AWS, and ARM templates on Azure. These are great if you are 100% dedicated to that cloud. But if you ever decide to migrate or go multi-cloud, your existing IaC configurations can't be used on the new cloud. There are some tools to convert, but this problem can be easily solved by choosing a cloud-agnostic framework from the beginning. Some frameworks have the ability to deploy to pretty much any cloud provider, and even control other pieces of the infrastructure and SaaS tools.
Infrastructure teams usually don't just spin up resources and delete them at will. Generally, lots of variables come into play. Capacity planning or cost analysis, for example. This is to control over or under-provisioning the needed resources, or even overrunning the cloud budget. This pitfall can be mitigated by the Ops team being involved in the creation of the IaC configuration files, or by helping to manage and govern the self-service of the IaC deployments done by the development team.
Another infrastructure pitfall is going to be security. In the past, lots of development teams had the luxury of secure development sandboxes. No real need to involve security until the time when their project is being turned over from development to production, at which point then security was involved as an afterthought.
By shifting security left with IaC in your deployment process, you can work to mitigate security risks and misconfigurations before they happen. Utilizing tools like Open Policy Agent for Policy as Code can help you ensure that no deployment of IaC resources ever happens when the code files contain infrastructure security misconfigurations. Open Policy Agent will parse your IaC configuration files and check them against Policy as Code files that you create to set up the guardrails of your deployments.
Go to: Infrastructure as Code Pitfalls and How to Avoid Them - Part 2, covering the pitfalls of code.
Industry News
Perforce Software and Liquibase announced a strategic partnership to enhance secure and compliant database change management for DevOps teams.
Spacelift announced the launch of Saturnhead AI — an enterprise-grade AI assistant that slashes DevOps troubleshooting time by transforming complex infrastructure logs into clear, actionable explanations.
CodeSecure and FOSSA announced a strategic partnership and native product integration that enables organizations to eliminate security blindspots associated with both third party and open source code.
Bauplan, a Python-first serverless data platform that transforms complex infrastructure processes into a few lines of code over data lakes, announced its launch with $7.5 million in seed funding.
Perforce Software announced the launch of the Kafka Service Bundle, a new offering that provides enterprises with managed open source Apache Kafka at a fraction of the cost of traditional managed providers.
LambdaTest announced the launch of the HyperExecute MCP Server, an enhancement to its AI-native test orchestration platform, HyperExecute.
Cloudflare announced Workers VPC and Workers VPC Private Link, new solutions that enable developers to build secure, global cross-cloud applications on Cloudflare Workers.
Nutrient announced a significant expansion of its cloud-based services, as well as a series of updates to its SDK products, aimed at enhancing the developer experience by allowing developers to build, scale, and innovate with less friction.
Check Point® Software Technologies Ltd.(link is external) announced that its Infinity Platform has been named the top-ranked AI-powered cyber security platform in the 2025 Miercom Assessment.
Orca Security announced the Orca Bitbucket App, a cloud-native seamless integration for scanning Bitbucket Repositories.
The Live API for Gemini models is now in Preview, enabling developers to start building and testing more robust, scalable applications with significantly higher rate limits.
Backslash Security(link is external) announced significant adoption of the Backslash App Graph, the industry’s first dynamic digital twin for application code.
SmartBear launched API Hub for Test, a new capability within the company’s API Hub, powered by Swagger.
Akamai Technologies introduced App & API Protector Hybrid.