Thick-cut Texas toast is essential for supporting the cream cheese filling and egg coating. Allowing the cream cheese to soften fully before mixing helps produce a smooth filling. Madagascar vanilla, pure maple syrup, and homemade whipped cream may be used for a richer flavor.