A tiny segment of U.S. manufacturing appears to be thriving—the one with no employees.

A mix of technology, economic necessity and adventure is leading more Americans to found companies that plan to stay very small. That entrepreneurial spark also highlights challenges facing the economy, from difficulty re-entering the job market to the diminishing role of fast-growing young firms.

Nicholas...