I’m looking for a programming language that can help me build a desktop application for Windows, macOS, and Linux that’s not big but not small either. Additionally, I’d like to be able to build a website with the same language. I’ve been considering Ruby, Python, Golang and JavaScript. Python seems to be mainly used for scripting and ai, so I’m not sure if it’s the best fit. JavaScript has a lot of negative opinions surrounding it, while Ruby sounds interesting. Can anyone recommend a language that meets my requirements?

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Jump to declarations or usages has absolutely nothing to do with types so I have no clue why you think type annotations to make jump to useful.

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Oh really? How would an IDE go-to-definition on x.bar in this code?

def foo(x):
  return x.bar

Best it can do is heuristics and guesswork.

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By using the AST? Do you really not know how languages work? I mean seriously, this is incredibly basic stuff. You don’t need to know the type to jump to the ast node location. Do you think that formatters for dynamic languages need to know the type in order to format them properly? Then why in the world would you need it to know where to jump to in a type definition!?!

Edit: also in the case of Ruby, the entire thing runs on a VM which used to be YARV but I think might have changed recently. So there’s literally bytecode providing all the information needed to run it. I highly recommend reading a book about how the Ruby internals work since you seem to think you understand but it’s quite clear you don’t, or for some reason think “jump to” is this magical thing that requires types.

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I think you’re getting a bit confused. How do you know where x’s type is defined and therefore where x.bar is defined if you don’t know what type x is? It’s literally impossible. Best you can do is global type inference but that has very big limitations and is not really feasible in a language that wasn’t designed for it.

Do you think that formatters for dynamic languages need to know the type in order to format them properly? Then why in the world would you need it to know where to jump to in a type definition!?!

Not sure if that is a serious question, but it’s because formatting doesn’t depend on the type of variables but going to the definition of a field obviously depends on the type that the field is in.

Maybe my example was not clear enough for you - I guess it’s possible you’ve never experienced working intellisense, so you don’t understand the feature I’m describing.

class A:
  bar: int

class B:
  bar: str

def foo(x):
  return x.bar

Ctrl-click on bar. Where does it jump to?

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