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At Concentra we have used abstract MTL patterns in our production service architecture for a number of years now. We are currently migrating across to the cats.mtl library which brings with it a heightened level of abstraction and composability whilst removing a lot of previously required boiler plate. In this talk I will give a brief overview of how to use cats mtl. Extol the benefits of implementing such an architecture. Share some of the more interesting consequences, as well as how we have resolved various challenges along the way.