OTC Talks #15

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Context Engineering: What to Feed AI to Make Agents Actually Work

Speaker: Arjun Avtani

Abstract

A deep dive into context engineering and data curation for LLMs, moving beyond prompt templates to dynamic context assembly, memory architectures, and state management. Covering what data to feed models, how to prune noise, and how to structure context so agents execute reliably in production.