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If you worked through this and learnt to use zig, your token usage would be even lower!

What's wrong with learning by reviewing the LLM generated code and asking questions interactively? Works for other languages.

Don't be ridiculous. Learning? That's for the dinosaurs. Just throw an llm at the problem!

Both is good. I do both, and to get reasonable output from an LLM I _have_ to do both.