What can I do to recover a debt from someone under eighteen years of age?

I do not know how old you are talking about but... since the person was under age, I don't know that you have any legal grounds to stand. You will need proof that this person owes you.

You could place a civil judgment against the person and possibly collect

some time in the future depending on the age.

It may be that you are out of luck...

Sorry.