How to view, add, edit and remove files in Azure Web App using the Kudu service Dashboard

While debugging your Azure Web App deployments it is sometimes useful to view the files that are deployed to the service. Several situations come to mind. For example, trying to debug your database connection strings or possibly determining which files actually got deployed and where they sit in the file system. Or maybe you need to check if all your dependencies have been installed. Maybe a firewall blocks your FTP access.