If I'm a solo founder, do I need to issue myself shares?

Yes, you would need to issue shares to yourself even as a solo founder.

If you incorporated the company via Atlas, you can issue the founder shares through the Atlas platform. Here is a link to the FAQ: https://stripe.com/en-ca/atlas/guides