Ask HN: What do you recommend for optimization and profiling?

I'm writing an app from scratch and I'd like to pay attention to places where I can optimize and profile things. So far I converted a few important functions to SIMD and wrote my own algorithm for another. The other day I got a tip on branch prediction and realized there's more I could learn.

Do you have any recommendations for profiling or optimization?