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qualitySomething needs to be tested, keep the app functionalSomething needs to be tested, keep the app functional
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To me it makes it much harder to see what information functions expect from their signatures, and at times code has to be carefully analyzed (or checked at runtime) to determine the exact content of arguments. I propose to replace (most) Namespaces by dataclasses or pydantic models, whenever dynamic assignment isn't necessary. Might need to use something like Pydantic's TypedDict to support merging out of the box.
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qualitySomething needs to be tested, keep the app functionalSomething needs to be tested, keep the app functional