For example, I've heard of developers get turned away at the border because they began by saying they were "speaking at a conference/giving a workshop" and noting they were being paid or having their expenses covered as if that makes it more legitimate. Instead, you'd start by saying you're "attending a conference." This is something border officials encounter 1000 times a day and will rarely question further.
Likewise, if you're planning to record a podcast or take some photos at a conference, you don't mention that unless asked specifically because otherwise it puts them on the track of treating you like a member of the "foreign media" and demanding the relevant visa for that when it's really not relevant for most people doing such things as a side effect of their attendance.