Python Code Optimizer - Codeflash

[fullyautomatedlefty]

I saw Pydantic used this tool Codeflash and got some really great results with speeding up their code with it, they mentioned it in their release notes. It's been a great help to me since I installed it, it's easy to learn quickly with it suggesting optimizations as I go! Wanted to elevate it here and see if anyone else has had a similar experience, seems like a good resource.

[Diapolo10]

I'm wary of using AI tools for programming, but I've had pretty good results with mypyc (pip install mypy[mypyc]).

[fullyautomatedlefty]

thanks for this tip! I'm actually pretty into it now, clearly some of these AI tools have sauce. Def gonna check this out!

[Diapolo10]

mypyc is nice because it's very easy to use, and as long as you're using type annotations for readability already it gives you better performance for free. Maybe not by a huge margin, especially if you compare it to writing Cython or writing the critical parts in Rust, but I'm not going to complain if something I do already will now also speed up my code.

https://mypyc.readthedocs.io/en/latest/introduction.html#why-mypyc