I've moved recently from building data manipulation and machine learning systems in Python to a stack that's primarily C++, and it's striking how much less nimble I now feel transforming that data or in building machine learning pipelines.

I suppose building basic tools as Apache Thrift services would allow one the ease of prototyping ideas in Python before building a performant system in something like Java or C++.