This repository aggregates documented case studies from over 130 companies describing how they build and operate generative AI and large language model systems at scale. It covers system design patterns, architectural decisions, and operational considerations for deploying LLMs in production environments. The content is organized by industry, use case, and company to facilitate learning about ML system design.