I’m sure taxes are part of it, but keep in mind it’s a toll free union after all. They could easily do this above board and just declare the Italian VAT as they do selling to locals.

I think for food products there are more considerations, like labeling and traceability.

If the Greek farmer is selling in Greece then all that is already done.

Exactly, you'll have to declare VAT