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Madison, like Hamilton, was a strong Federalist in 1787.
That was enough to help ratify the Constitution in 1788, but soon after Madison had to join Jefferson’s anti-Federalists opposed to stronger central government.
One result was doctrines like Nullification and Interposition, but once in power as Presidents, both Jefferson and Madison reinforced Federal authority.