Gemini told me that swapping my hash function on the hot path was 'mandatory' and would deliver a 300-400% speed improvement. It wrote the replacement code as specific, complete, and ready to paste in. The suggestion was confident and authoritative — 'this is a critical optimization you cannot ignore.'
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