“For every public-facing website I’ve worked on, we’ve ended up doing a mix of all three approaches. But for more than one distributed system, I’ve gotten away with no caching at all. But it all comes down to knowing what load you need to handle, how fresh your data needs to be, and what your system can do right now. Knowing that you have a number of different tools at your disposal is just the beginning.”