I’ve been thinking about this a lot. A software systems shop that pairs engineers like bands; a systems engineer, a PL researcher, a testing and specification engineer, an ML engineer, a UI/Human factors engineer.
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Specification, systems and UI come first, then ML collects data and trains models for stuff which is hard to write in code, at the same time PL designs a DSL for implementing the system, in the end everyone uses the DSL to crank out the final product.
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No unit tests, just properties written ahead of time passed to quickcheck
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