There are some problems where this becomes a game of whack-a-mole either way you approach it (restart or modify with existing context). I end up writing more prompts than the code I could've written myself.
This isn't to say I don't think LLMs are an asset, they have helped me solve problems and grow in domains where I lack experience.
This isn't to say I don't think LLMs are an asset, they have helped me solve problems and grow in domains where I lack experience.