Pydantic: An Opinionated Blueprint for the Future of GenAI Applications

AI application development doesn't require reinventing software engineering. This transformative talk presents a practical blueprint for building maintainable AI systems using existing tools like Pydantic as the foundation. Learn how to implement critical components: strict data validation at API levels, self-correction mechanisms for enhanced accuracy, automated schema generation for LLM tool calls, continuous evaluation frameworks, and comprehensive observability solutions. Through concrete examples and code snippets, discover how familiar tools can create robust AI applications without unnecessary complexity. Perfect for developers looking to integrate AI functionality into larger software systems efficiently.