Maybe, though you might be surprised - first Upwork guy I hired did insanely bad work that was obviously horribly wrong, and I ended up getting it all refunded.

But in any case, tremendous errors won't actually cause me big problems, because I'd catch them on my review of the P&L. Small errors I might miss (whether committed by human or LLM), but they're not going to be material anyway.