Amino acids are traditionally the backbone of parallel chemistry. Structural heterogeneity and a plethora of amenable synthetic methods permit the creation of a virtually indefinite multitude of diverse libraries. The application of sophisticated methodologies allows for the exploration of structural spaces far beyond traditional amino acid and peptide chemistry.