Data divergence, meaning differences in results generated from old and new versions of data architecture, results from a number of issues in the pipeline. Fortunately, a relatively straightforward method exists for resolving the problem.

In my continuing DevOps journey, I’ve become intrigued by Pulumi as a resource orchestration tool. Its infrastructure-as-code approach offers benefits that tools like CloudFormation don’t.

RDS, CloudFront, and EC2 Time Synchronization Service are all managed cloud services that offer developers great bang for their buck.

Being mindful of the types of cloud services you use when building your tech stack can make a huge difference in your project in the long run.

I found that learning DevOps was a lot like learning to skate, but, with enough practice, I eventually stopped falling.