Technical Talks

Samuel Colvin
Samuel Colvin
Founder | Pydantic

Pydantic: An Opinionated Blueprint for the Future of GenAI Applications

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ABOUT THE TALK
  • Workshops

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.

Samuel Colvin

Founder

Samuel Colvin

Pydantic

Samuel Colvin is a Python and Rust developer and Founder of Pydantic Inc., backed by Sequoia to build Pydantic Logfire — developer first observability. The Pydantic library, which he created is downloaded over 280M/month and is a dependency of virtually every GenAI Python libraries including the OpenAI SDK, the Anthropic SDK, the Google Gen AI SDK, Langchain and LlamaIndex.