It depends on the challenge. For one of the next potential KiXgolfs, I'd have to write a validation routine to make sure the result's correct as there could be multiple ocrrect answers. I think for MOAN, I used a subnet mask generator to create the test suites.
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There are two types of vessels, submarines and targets.