Structured Output

JSON mode, schema-guided generation, and post-validation.

For machine-readable output, give Claude an example *and* a schema. JSON-mode + Zod validation in code is the safest combo: model produces JSON, code parses and validates, retry on parse error with the validator's message.

Quick check

Prompt EngineeringSelect one

How long does Anthropic's prompt cache persist by default?