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So specifically, you are saying that LLM coding assistant currently gets confused when working on a large source file but if it had room for more context, you could get better help in writing code because it would have understanding of the entire module. Correct?

Technically so, but not confused - it may hallucinate but that's unrelated to context window (and more due to dataset and number of parameters)

However, a longer context does mean you can give a lot more verbose instruction, maybe feed a whole code base over just a single script to give wider context over the current problem

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