This document discusses software understanding at a large scale. It notes that systems are complex with many facets, but simple tools can provide useful information. Every system and technology is unique, requiring specialized understanding approaches. Reverse engineering and visual queries can help analyze a system, but one must consider findings in full perspective as results may be biased by the method or goal.