DevOps practices can increase the validity of software tests and decrease risk in deploying software changes to production environments. Anytime a software change is deployed to production, there is a risk that the change will break and lead to a service outage. This risk is minimized through rigorous testing of the software in a separate test environment where the change can be safely vetted without affecting normal business operations. Problems can arise, however, when these isolated test environments do not properly mimic the production environment. Sometimes a test environment will have different operating system patches installed, different software dependencies installed, different firewall rules, or even different data in its database. These differences open the door to risk because even if the software change passes testing in the test environment, there is a chance of failure in production because it was never before tested in that context. In this blog post, I explore how the DevOps practices of infrastructure as code and automated test execution through continuous integration increase the effectiveness of software testing, allowing us to create test environments that more closely match production.