They're the kind of friends who never bother with polite niceties.
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From 《新唐书·孟郊传》: on meeting the poet Meng Jiao for the first time, Han Yu immediately treated him as a 忘形交 — a friend he would not stand on ceremony with. Sibling phrase to 忘年交 but about rank, not age.