In episode 2 of this series, Jay helped Abel migrate the Mercury Health application environment into Azure. So we're in the cloud! But what about future changes? How do we get them out to customers? The answer is DevOps!

The Azure DevOps Demo Generator is a fantastic tool that can help you provision Azure DevOps projects complete with sample data or a starting point for a new project. I recently sat down with Nagaraj Bhairaji from the team that built the tool.

It's easier than ever to get started with a generated GitHub Actions workflow for your .NET project. Here are just a couple of options available to you from Visual Studio or the dotnet CLI.

Azure Machine Learning is the ideal product to help you mature your machine learning process with MLOps. Even better, it integrates very easily with GitHub Actions, enabling you to train your models automatically when your code changes.