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Models & PromptingLetter P1 min read

Prompt Engineering

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In plain English

Designing instructions and examples that steer model behavior reliably.

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Prompt engineering covers system messages, few-shot examples, output formats, and tool definitions. Good prompts reduce errors and make agents predictable.

Treat prompts as versioned assets—test, measure, and refine them like any product surface.

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The Prompt Playbook for Support and Ops Agents

A deeper dive on this topic is coming soon to the AshnaAI blog. In the meantime, explore related guides and product updates.

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