When I first read about A* a long time ago I remember, for example, reading about how static summaries of chess board positions may be useful heuristics. Developing pieces towards the center of the board is often better, for example. To me, seeing this was an "ah ha" moment for heuristics: use them if they are cheap and (sometimes) informative, relative to the search cost.