I think therefore I am?
Is it an axiom of the scientific method? [No?]
Is it a tautology? [Maybe?]
Are there other examples other than the basis of knowledge being knowledge? [?]
These all need to be taken as axioms if any further knowledge is going to be possible.
There's a book called Introduction to Objectivist Epistemology which covers this in much more detail. (Ayn Rand gets a bad rep, but few people know about her theories of concepts and knowledge. They indicate the path to solving many of the issues in philosophy of science).