infoq_ai_ml · May 19, 2026 · news
Presentation: Powering the Future: Building Your GenAI Infrastructure Stack
Merrin Kurian shares the architectural blueprints and organizational processes behind Intuit’s AI transformation. She explains the "fixed, flexible, free" framework used to scale GenOS across 8,000 developers, enabling 3,500+ production experiments. She discusses critical agent failure modes, the "LLM-as-a-judge" evaluation strategy, and how to build "tool-ready" APIs for the future. By Merrin Kurian