A turbine airfoil or a substrate exposed to a high temperature environment having a plurality of modular formed cooling circuits with diffusion chambers and cooling holes for each module. Each module includes diffusion chambers and transpiration cooling holes and is placed on the airfoil substrate and a refractory material is formed over the modules. The modules are then leached away leaving the diffusion chambers and cooling holes formed between the substrate and the refractory coating.