To prevent paint bleed, make sure the stencil is firmly adhered to the wood and apply a thin layer of Mod Podge or a similar sealer over the edges before painting. Let the sealer dry completely to create a barrier that prevents paint from seeping under the stencil. Apply paint in thin layers, allowing each layer to dry before adding the next to minimize bleeding.