Biden is using literally the same middle east advisors(Amos Hochstein and Brett McGurk) as did Dick Cheney and George Bush.
This politico article covers in part how these two advisors have been pushing for ultimately war with Iran.
https://www.politico.com/news/2024/09/30/us-israel-military-hezbollah-00181797