Has anyone noticed that the Republican Congress has not actually passed a 2012 budget yet? That is how you reduce spending. Pass a budget that actually reduces spending.
One could note that they have a larger majority in Congress than the Democrats had when they failed to pass a 2011 budget.
Maybe you should go read the 2012 budget that the house passed around April 14, 2012...