Shipping an AI-powered SaaS is significantly harder than the hype suggests. While the logic seems simple—send text to an LLM and get a quiz—the reality involves complex data scraping, strict token limits, and unpredictable API failures. This guide breaks down how to use LangChain and Pydantic to build a reliable production system that turns messy web content into structured educational tools.