If I was a really advanced civilization and the universe was nearing its end, I'd embark on a project of unparalleled scale that might wind up resembling a big bang with a spark of panspermia-precursor seasoned in.
For one thing, a large fraction of possibilities involves simulations. In a simulation with successful traits, some constants and elementary particles might turn out to have been misunderstood later on...