IAS officers from Bihar cadre batches (e.g., 2007–2016) who demonstrated strong implementation of central schemes (like PM Awas Yojana) may get plum postings. Conversely, those linked to the outgoing Mahagathbandhan’s influence could be sidelined to less sensitive roles.