Always have a folder in your hand when visiting other teams in other parts of the office. Print out some code, a few pages of spec, whatever. Just don't go walkabout empty-handed.

I usually asked my managers by framing it to their goals, if agreed they would schedule with other managers.

It's harder during crunch or when everyone is remote.