Senior engineers often struggle with AI coding tools not because they lack aptitude, but because they haven't learned prompt engineering techniques. Research shows that simple prompting patterns like chain-of-thought (adding "let's think step-by-step") can increase accuracy from 17.7% to 78.7%. Senior engineers have a natural

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