Enterprise-scale migrations using agentic workflows with human-in-the-loop

This presentation explores the challenges of migrating enterprise gateway configurations from NGINX to Envoy in an environment with tens of thousands of services across hundreds of clusters and regions. Migration is often seen as a simple translation task, but real-world scenarios reveal different data models, incomplete or inconsistent information, and the need for common-sense interpretation. The session introduces an agentic approach powered by large language models, supervised by a human in the loop, to drive and refine migration tools iteratively. Attendees will learn how this approach enables scalable, predictable, and efficient migrations.