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It's all about keeping the right temperature. Around 70F. Also regualr consitant watering but once the Melon has matured stop watering 2 weeks before havesting. This will allow the sugars to build up in the fruit :)

Oh great info. I've got a few good melons ready to harvest this month. I try to stop watering before harvest.
Thanks for the tip.