The BrickAnything framework uses point clouds as a unified interface to convert 3D shapes into buildable brick sequences. It replaces heuristic optimization with an autoregressive model that enforces discrete part constraints and structural stability. This approach allows developers to automate the translation of complex geometries into physically viable assembly instructions.