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Explore the critical dimensions of generative AI agent resilience in this 21-minute conference talk from AWS re:Inforce 2025. Discover why GenAI agent resilience is crucial for successful enterprise implementation and building user trust, as adoption remains in its early stages despite widespread attention. Learn how traditional workload resilience practices like database availability, workload capacity, observability, and disaster recovery apply to GenAI agents while understanding the unique challenges these systems present. Examine key resilience factors including LLM model adaptability, latency management, tool availability, comprehensive observability, and financial sustainability. Gain practical strategies for building robust, reliable GenAI agents that enterprises can confidently deploy and maintain in production environments.
Syllabus
AWS re:Inforce 2025 - A practical guide to generative AI agent resilience (SEC323)
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AWS Events