Why is writing concurrent and parallel code so difficult? One reason is that we learned to program using sequential systems, and our languages have features that are relatively safe when used sequentially but become a liability once two things can happen at the same time. One of the biggest culprits here is shared state. This doesn’t just mean global variables: any time two or more chunks of code hold references to the same piece of mutable data, you have shared state.
