Official comment
'tagged X by X' or 'by X tagged X' should still work... I've just tried it on my entries and worked fine. (The # is an alternative for writing 'tagged' in full - so should both work the same. The same way that '@' is an alternative to 'by') If you don't add 'tagged' (or #) then the search will search the full text. I hope that makes sense!