I don't know about the relationship to Covid, but it sounds like the person's credit card wasn't charged, thus the domain wasn't renewed. After the missed renewal, a squatter bought the domain in hopes of selling back to the original owner (renter) at a premium.

I think the lesson here is prepay for a domain for several years ahead if you plan to keep the domain long-term.