> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://buildwithfern.com/learn/llms.txt. ## AI-enhanced examples ai, api-reference Fern automatically generates realistic request and response examples for your API Reference using AI. Instead of placeholder values like `"string"` and `1.1`, your examples contain believable data based on your OpenAPI spec's endpoint properties and descriptions. These examples stay in sync with your spec - when you change or add fields, the generated examples update automatically. You can customize the style of generated examples, edit them directly, or disable the feature entirely. Read the docs