Decoupling capacitor placement
The objective is always to minimise current loop areas, and yea the ground side matters just as much as the VCC side. 

These days edge rates are high enough that my usual default is a 4 layer stackup so I can have a solid internal power and ground plane, two layer is just a pain if dealing with anything faster then maybe HC series (And even there you need to think about it).