A method for the continuous manufacturing of complex cast articles utilizing one or more fluidized beds for heat treatment and aging purposes is herein disclosed. The inventive method contemplates in-line casting, heat treating, quenching, aging and machining of a complex cast aluminum alloy article, such as an engine block or engine block head. Specific advantages of the heat treatment and aging stops of the method of the present invention are herein disclosed.