when do you actually need a cache layer tho

Hey everyone, I've been thinking about performance optimization and how caches fit in. We all know caching can speed things up, but at what point does the complexity of adding and managing a cache layer outweigh the benefits? Is it just when reads become a bottleneck, or are there earlier indicators? Curious to hear your experiences and thoughts on when to pull the trigger on implementing caching.