What happens when site pickup and scaling issue becomes real. How would you deal with such situations? Do you rewrite the site or try to keep scaling up as much

What happens when site pickup and scaling issue becomes real. How would you deal with such situations? Do you rewrite the site or try to keep scaling up as much as possible.