Fragment Pop Bugs come with Support Library SDK 25.2.0
When upgraded from 25.1.0 to 25.2.0, my app behave oddly with crash and white-screen. So I debug into it, and found issues with SDK 25.2.0. Sharing with all in case someone met the same issue.
Unlike my post below, I do think these are bugs instead of newly introduced limitation.