when should I start thinking about caching strategies

Hey everyone, I'm pretty new to system design and I've been reading up on caching. It feels like a super important idea, but I'm having trouble figuring out exactly when I should add caching. Like, is it only when my database starts getting hammered, or is there a way to get ahead of it? What are some signs that caching could actually fix things if performance starts lagging?