Many tax professionals and advisers recommend adjusting your w-4 allowances so that

Adjusting your W4 allowances could mean ensuring that you get one allowance for oneself, one for one's spouse, and one for each child so that the tax that your employer deducts from your pay is less. In Canada this would be like a personal tax credit.