Why Prompt Engineering Matters Less Than Evals and Tools Now: Revision history

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20 July 2026

  • curprev 10:1910:19, 20 July 2026‎ Brooke.marsh10 talk contribs‎ 8,563 bytes +8,563‎ Created page with "<html><p> Over the last few years, the AI landscape has rapidly evolved. What once felt like a race to craft the perfect prompt has shifted. In 2024-2026, as models commoditized and LLM offerings proliferated, product managers and AI builders started recognizing a deeper truth: <strong> prompt engineering is no longer the leading lever to drive meaningful AI product impact.</strong> Instead, robust eval disciplines, tighter tool integration, and trust-focused workflows h..."
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