Review on MLOps by Darryl Pendall

The ability to automate our infrastructure using Kubernetes is what makes this tool great for us. It's very easy to use, has many integrations with other tools we rely upon (Jenkins/Packer), and there are multiple ways of doing things that can be customized per-team member if needed. I wish it was possible to have more than one CI pipeline run in parallel at once or even just having some way to easily pause them all without killing each instance individually would make my life so much easier! We're able to deploy code faster and better track issues like deployments failing due to misconfigured environments. This also allows us to quickly iterate through different configurations before deploying new features by allowing us to spin up test instances from scratch as well as existing ones. In addition, when an issue occurs during deployment, you.