A few weeks back, Whatsapp teased the desktop version of the popular mobile app. It has now been released via their blog. It is available on both Windows and Mac.
As with the web version of the app, you have to scan a code to clone your messages on the app and Whatsapp must also be running on your mobile device.
You can download both versions here.