Scientific code in the Python ecosystem is horrible in general. Architecture astronauts, stack overflows from recursion, bloat, truncating int64 in casts to double, version incompatible mess due to the latest features at all costs. I have seen it all. They treat Python as if it were a sound language with the guarantees of Haskell.