Durable AI Agents - They're Failure Proof
MLOps World: Machine Learning in Production via YouTube
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Overview
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Learn to build production-ready AI agents that can withstand real-world failures in this 12-minute conference talk from MLOps World GenAI Summit 2025. Discover the core principles of fault-tolerant system design as Cornelia Davis, Developer Advocate at Temporal, demonstrates through live demos how to create durable AI agents that recover gracefully from network instability, rate-limited APIs, and unpredictable outages. Explore what causes AI agents to fail in production environments and understand how Temporal's workflow orchestration ensures agents complete tasks reliably and consistently regardless of system failures. Master the principles of durability and fault-tolerant design while learning practical strategies for recovering from rate limits, network issues, and service failures. Understand why durable orchestration serves as the critical missing piece for building robust agentic AI systems that maintain end-to-end reliability and transparency in distributed production environments.
Syllabus
Durable AI Agents — They're Failure Proof | Cornelia Davis, Temporal l The Next Wave of AI
Taught by
MLOps World: Machine Learning in Production