Learn

FAQ

Answers to the most common questions about using Learn, reading Standards, and approaching a first Cuddler implementation.

Where should I start?

Start with Getting Started. It gives you the shortest path from orientation to a first working document.

When should I read Standards instead of Learn?

Use Learn to understand the ideas. Use Standards when you need the canonical rules, publication contracts, and versioned reference pages.

Why does Cuddler validate before rendering?

Validation catches contract problems while they are still fixable. Rendering is the last step, not the place where the system should discover missing structure.

Why are Data Schema and Template Schema separate?

They answer different questions. The Data Schema validates the input data, while the Template Schema validates the template itself.

Do I need to read For AI?

If you are building or integrating with the public machine-readable surfaces, yes. The For AI page is the canonical entry point for that audience.

What is the quickest path to a first success?

Read What is Cuddler?, then Core Workflow, then try the First Successful Document.

What if I get stuck?

Work backward from the failure point. If the data is wrong, fix the data. If the template is wrong, fix the template. If the version does not match, realign the contract family before trying again.