Darren,

> One option I'm considering is a facade that is running two or more
programs beneath the surface.

This may result in a weaker program than one of the programs playing alone
but consistently.
So before using a facade for the actual event I strongly recommend doing
many (hundreds)
experiments to verify that it is actually stronger than any of the programs
alone.

Jean-loup
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