Lessons from Deploying AI in Google's Production Infrastructure, from the early days of AI for systems design and optimization to agentic AI workflows. We will cover examples from optimization research (logistics, warehouse design), distributed systems, code optimization, and AI-first software-engineering practices. We will also zoom in on deployment and adoption challenges.