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Prompt Patterns That Keep Agents On-Track: Tools, Memory, And Guardrails

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A good prompt is a lot like a good assignment. The best ones do not merely ask for “an essay.” They specify the stance, the boundaries, the model answer style, and the way the work will be checked.

That is why some prompt structures keep winning, even as tools change and models improve. The pattern is not trendy.

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