Lily Luo
Systems and operations leader and author of the Applied AI for MOps Substack, known for building production AI tools such as the 'Analysis Dossier' and the autonomous agent Atlas and for writing about applied AI in marketing operations.
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Jan 9, 2026 • 43min
The Operator's Roadmap for AI in 2026 - Lily Luo
Lily Luo, systems and operations leader and author of Applied AI for MOps, built production AI tools like Analysis Dossier and the autonomous agent Atlas. She discusses why most AI content misses operators, lessons from building reliable production workflows, agent memory and architecture, and priorities for 2026 such as scalability, hallucination reduction, and enabling nontechnical teams.
