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Learn how to build reliable AI applications using Pydantic's comprehensive stack in this 31-minute conference talk from EuroPython 2025. Discover practical engineering patterns that address the unique challenges of AI development while leveraging familiar software engineering principles. Explore Pydantic AI for creating robust applications that maintain stability in production environments, and understand how to implement "human-seeded evals" - an evaluation methodology that begins with just 5-10 examples and scales effectively without requiring extensive data annotation expertise. Master the use of Pydantic Logfire for gaining deep visibility into your AI application's behavior and debugging processes. The presentation features live demonstrations, real-world code examples, and immediately applicable patterns for building AI systems that combine solid engineering practices with effective evaluation frameworks.
