I edit all my images in 16 bits.
I keep in 16 bits (psd) only the more complex ones to edit in Photoshop.
If the editing part in Photoshop consists in simple actions, as remove noise or add some contrast mask, I keep only a final jpeg in 8 bits, as I have always the original raw file with the base corrections.