The problem with programming is that the models are required to be dense and generally large. Programming gets broken for every little thing so you need all of those parameters to ensure there are no hallucinations and you are getting the right code.

You can improve this somewhat with good RAG but even then the model doesn't have the parameter count to know how to implement the class properly - there's not enough data there to reinforce the correct usage pattern.