1Tel Aviv University, 2University of Chicago, 3Purdue University GeoCode is a new paradigm that aims to ease the process of creating complex, high-quality procedural shape programs while balancing expressiveness and ease of use. We showcase one of our shape programs, that produces detailed chair shapes while maintaining structural validity through various human-interpretable edits. The task of cra