Domain 4: Prompt Engineering & Structured Output — Getting Claude to Say Exactly What You Need

Covers the craft of prompting for production systems — system prompt design, few-shot examples, chain-of-thought, output formatting, and JSON schema validation. The Structured Data Extraction scenario is the anchor: building a pipeline that pulls structured data from unstructured documents, validates with JSON schemas, and handles edge cases gracefully for downstream system integration.