The idea is that Mypy runs before you put your code into production, identifying where the data doesn ... of dynamic typing with the strictness and fewer errors of static typing. Callable Types When I ...

I've been using dynamic languages ... some sort of type checking can be useful. How can you balance these needs? That is, how can you enjoy Python as a dynamically typed language, while simultaneously ...

Python supports a variety of data types such as numeric (integers, floats, complex), string, boolean, list, tuple, and dictionary. Each data type has its own unique set of properties and methods ...

Currently in beta, PydanticAI brings type safety ... logic by composing workflows directly in Python, enabling a mix of static instructions and dynamic inputs to drive interactions.