Sure, I will admit I was a bit hyperbolic here.
Obviously sometimes you need to do a CPU optimization, and I certainly do not think you should ignore big O for anything.
It just feels like 90+% of the time my “optimizing” boils down to figuring out how to batch a SQL or reduce a call to Redis or something.