Building Traffic AI — Part 1: From Q&A Automation to an Operational AI Copilot

Large language models are increasingly becoming part of real engineering workflows, not just productivity tools. In platform teams, they can help collect context from multiple systems, analyze operational data, and reduce repetitive engineering effort. How much of our repetitive operational work could we automate with LLMs without compromising control, security, or reliability?