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The trick is to split the code into smaller parts.
This is how I code using ChatGPT:
- Have it analyze how to structure the program and then give me the code for the outline with not yet implemented methods and functions.
- Have it implement the methods and functions one by one with tests for each one.
- I copy the code and test for each method and function before moving on to the next one So that I always have working code.
- Despair because my code is working and I have no idea how it works and I have become a machine that just copies code without an original thought of my own.
This works pretty well for me as long as I don’t work with obscure frameworks or in large codebases.
I just use it for snippets - “here’s my function, how would I go about changing x?” Or, “here’s my block of code, I’m getting this error, what am I missing?” (I know, I’m fine to share my code but not company code)
You can host a model locally with gpt4all. So using company code shouldn’t be a problem, since it wouldn’t leave your machine.