Friendship maintenance is a calendar problem

The story is always that everyone got busy. The mechanism is that nothing was booked. A monthly walk on the calendar beats a sincere 'we should'.

Put the next date in before you leave. If that feels formal, it is still kinder than a thread that dies in seen-at.