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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.
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.
No unit tests, just properties written ahead of time passed to quickcheck
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