Runners in Action

Runners of algebraic effects, also known as comodels, provide a mathematical model of resource management. We show that they also give rise to a programming concept that models top-level external resources, as well as allows programmers to modularly define their own intermediate “virtual machines”. We capture the core ideas of programming with runners in an equational calculus $$\lambda _{\mathsf {coop}}$$, which we equip with a sound and coherent denotational semantics that guarantees the linear use of resources and execution of finalisation code. We accompany $$\lambda _{\mathsf {coop}}$$ with examples of runners in action, provide a prototype language implementation in OCaml, as well as a Haskell library based on $$\lambda _{\mathsf {coop}}$$.