Source Control Manager (SCM) or Kudu Console

How to access:

1) Browse to the URL: https://AZURE_WEB_APP_NAME.scm.azurewebsites.net

2) Authenticate with our compromised user

3) Go to: Vebug Console -> Powershell

4) Profit!