Assuming USA: If you're a single founder with no investors, the compliance costs of a single-member LLC taxed as a disregarded entity are tiny, a few hundred dollars per year (depending on the state). That limits your liability, might help deal with some clients, and might make it possible to recognize a sale of the whole project as a capital gain instead of ordinary income.