This talk will show an attempt to build the typical manual reverse engineering process of identifying what data structures a program uses into an automated tool that you could run before ever having to look at a binary. Along the way we will look at some specific implementation details, some prior work in this area, and some ideas interesting tools and ideas from academia that I stumbled into while trying to attempt this, examine what I did wrong, how doing it wrong helped and hindered me, and possibly release a working tool for people to use.