How to Reduce Algorithm Complexity

If you need to invent some new algorithm, yes, probably last ditch effort. But i think actually reducing algarithmc complexity often your first step. One thing is, definitely use off the shelf. Algrathem, they don't don't really ever write your own sort am or anything like that.