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The currents LLM don't have a large enough context window to do any meaningful work to think abstractly. You have to give it very specific instructions and repeat them with code in almost every message contiously to get anything meaningful. Any LLM to be effective needs access to search the internet or else its knowledge is very out of date.

It's best to use it to highlight syntax issues with the code and learning from it as you are doing. It can offer really stupid solutions if you don't know what is best practice from the crap it scraped off the internet.