The new version number of the app is 8.1.8 and while the change log is brief, it's certainly interesting:
- App is now out of preview
- Added support for connecting through a Remote Desktop Gateway
- Added support for accessing Remote Resources
- Bug fixes and other improvements
Let us know what you think of Microsoft's app in the comments now that's its a non-preview release.
Thanks to WPit for the tip!