AI-assisted coding is changing how software gets built, and not just for engineers. When anyone can generate an application in minutes, the real question becomes how to get it deployed, in line with policies and without risking your company's integrity.

Using AI to translate ideas into code should not be limited by fear

This talk gives platform owners a framework to bridge this gap. We show how to create “desired state” abstractions that enable to safely develop, deploy and assert properties of AI-generated code. We show that leveraging feedback from observability and operational policies actually helps the vibe-coders enjoy their coding more, and avoids the danger of rifts and enmity between teams.

We demo concrete examples of vibe-coded apps, initially violating both compliance (SLSA, GDPR) as well as corporate guidelines (ADRs).

By the end, you will have a means to ensure that rapid experimentation doesn't lead to chaos and that vibe coding is helpful and fun for everyone.