Session data is slow to update on production server

It turned out a server issue.
I don't know why but by default my hosting provider disables "nginx bypass cache" feature.
when i enable it, the app behaves like in localhost.
kind of weird because in the server info it show Apache (or maybe i wasn't understanding it correctly).

mark as solved~