A big leap forward for me was learning how to properly use "lazy" data structures (i.e. streams) to pipeline the processing steps and stop as soon as a solution

A big leap forward for me was learning how to properly use "lazy" data structures (i.e. streams) to pipeline the processing steps and stop as soon as a solution is found without any extra work. Memoization is also really important for some problems.