Models & PromptingLetter P1 min read
In plain English
Designing instructions and examples that steer model behavior reliably.
Full definition
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.
Continue learning
LLM routing: match tasks to models
Read the full article on the AshnaAI blog.
Open articleRelated terms
Ready to put these concepts to work?
AshnaAI helps you build AI agents without code—search, automate, and deploy with the terms you just learned.
Continue exploring
Back to full glossary