Used Dask for various research experiments and scripts, and it's very good when you have to handle larger-than-memory datasets. When coming to algorithm parallelization, some quirks emerged, and debugging sent me completely nuts. I love Dask, but I think that the problem of parallelizing Python code is not solvable by Dask alone.