In a large pot, melt the butter over medium-high heat. Once melted, add the flour, and stir to combined. Stir for about 1 minute, until golden brown. Once golden, pour in 1 cup of water, and whisk until smooth. The mixture will start to thicken and as it does, pour in the remaining water and milk, continuing to stir until smooth.