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Home/News/The End of "One-Shot AI": Why Context Engineering Is Replacing Prompt Engineering

The End of "One-Shot AI": Why Context Engineering Is Replacing Prompt Engineering

Most "prompt engineering" advice circulating today is already obsolete for anyone building production-grade AI. Granular phrasing matters for simple, single-turn tasks โ€” but the moment a system involves retrieval, memory, tool calls, or multi-step reasoning, the wording of your prompt becomes a seco

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