The golden path to ship AI-generated code safely: A hands-on FeatureOps workshop

AI is accelerating how fast code gets written. However, DORA research shows delivery stability dropping as AI adoption rises. The missing piece is not better or centrally governed AI. It is better control over what AI produces once it is deployed.

In this hands-on workshop, attendees learn about and experience in practice FeatureOps, an emerging practice and safety net for the AI era of software delivery. Using Unleash and its MCP server, they wrap AI-generated code changes in feature flags automatically, define rollout policies that every change inherits, configure production-signal-driven safeguards that pause or roll back bad releases, and implement lifecycle management to prevent flag sprawl as AI output scales.

Designed for platform engineers building golden paths, this workshop provides a practical, repeatable model for enabling teams to ship AI-assisted code with speed and confidence. Attendees should bring a laptop and their preferred coding assistant to build it live.