This document discusses a paper that proposes the Conservation of Hartley-Shannon Information plays the same role in discrete systems as the Conservation of Energy does in physical systems. The paper shows that the symmetry of scale-invariance, power-laws and the Conservation of H-S Information are related and lead to the prediction that component sizes in software asymptote to a scale-free power-law distribution. This prediction is validated on over 100 million lines of code in seven programming languages, independently of how the software was produced or its stage of development. The theory also implies that average component size depends only on its unique alphabet, not on what package it appears in, as demonstrated on additional datasets.