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Documenter.jl is used to run doctests on the Julia base documentation. It should therefore be very robust. To avoid broken docs, this PR sets the doctests up to cover the README.md too.
I probably need to use StableRNGs because they are stable over different Julia versions, but using a fixed seed from Random should also work for now.