we have four complementary ways of programming with interfaces in modern Python, each with different advantages and drawbacks. You are likely to find suitable use cases for each typing scheme in any modern Python codebase of significant size. Rejecting any one of these approaches will make your work as a Python programmer harder than it needs to be.