I read the opening post twice before replying, because I had assumed the opposite.
Amino acid residues and formulation: the specific sequence and composition of a peptide affects what formulation conditions it tolerates. Sequences high in methionine need more antioxidant protection. Sequences prone to aggregation need different pH or additive protection.