These setups are now available to under EDN (Esri Developer Network) accounts for users to download. 

This comes as part of the recent ArcGIS 10.1 release. The Linux version of the ArcGIS Runtime SDK 1.0 is expected to be available in the next few weeks.

NOTE: These downloads are only available to users via their EDN accounts.