I think from “Mummy on the Orient Express” forward, we’re getting a really interesting dynamic between Clara and the Doctor, where the companion is the most like the Doctor they’ve ever been, and whether or not that’s necessarily healthy. Two Type-A people in one TARDIS. https://www.nerdist.com/2014/12/steven-moffat-on-clara-becoming-the-doctor-in-series-8/