personally I shake the paint am going to use, use a tad of water in there then use it before closing it so it doesn't dry up then keep them in a cool area. I don't even use palette for painting since it dries too quickly and I keep my brushes in two water containers at all times when painting, one where there used and one for clean brushes. Use only what you need out of the paint container and keep your brushes hair always wet. Am not a veteran, but I've painted an Entire Strike Force of Space marine and Bretonnia knights and never had this issue honestly.