How current is steady after pinch off voltage?
Here is my short (simplified, but clear and descriptive) answer: 

With rising Vds the channel becomes smaller and smaller - and the corresponding channel  resistance Rds is increasing continuosly. Therefore, and due to the geometrical properties of the device, the ratio Vds/Rds (which is identical to the current Id) is nearly constant.