Everything on Agent Systems

AI agents are transitioning to long-horizon tasks, running for days or weeks. This requires new techniques for error correction and context management to prevent performance degradation.

Impact: Enables automation of complex, multi-step workflows that were previously impossible, transforming operational efficiency in various industries.

— from Jeff Dean: AI Agents, Hardware, and Startup Strategy · Y Combinator Startup Podcast· Aug 01, 2026