Prompting & Structured Outputs

Reliability patterns

• Clear role + constraints + examples
• Ask for structured JSON / tool calls
• Validate outputs; retry with repair prompts
• Separate system policy from user content

Evaluation

Treat prompts like code: version them, A/B them, and measure task success — not eloquence.