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An Opinionated Blueprint for Developing Production AI Applications

Data Council via YouTube

Overview

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Learn to develop production-ready AI applications through this 43-minute conference talk that presents a comprehensive blueprint for building maintainable AI systems. Discover how to implement unified AI observability using Pydantic Logfire to monitor both AI-powered components and traditional software systems within a single platform, eliminating observability silos that commonly plague AI applications. Explore practical approaches to leveraging OpenTelemetry for comprehensive application monitoring and gain insights into using PydanticAI for creating structured agent workflows. Master essential strategies for building robust AI applications that can be effectively monitored, debugged, and maintained in production environments, with real-world perspectives from the founder of Pydantic on overcoming common challenges in AI application development.

Syllabus

An Opinionated Blueprint for Developing Production AI Applications

Taught by

Data Council

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