Multi-step prompting techniques that refine an output over several turns.
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Measure-before-optimize prompt so the model stops tuning cold code

I asked a local Llama-3 70B to "make this data pipeline faster" and it micro-optimized a list comprehension that runs once at startup while ignoring the O(n^2) join in the hot loop. Textbook: it optim