Implementing a Cache Layer in Pipeline Steps Using JSON Files

Another thing I'd like to add is that I build a cache for re-executing partial steps. Where can I find some resources on how to add a cache layer for the different steps in my pipeline? (I want to use json files in the fs for persistence)