- You write a prompt in Claude - Claude generates a workload spec - Humanitec receives the spec and deterministically deploys infra to GCP (via Terraform) - App is up in under 1 minute — no pipelines, no DevOps tickets
The backend is policy-enforcing and built for enterprise use cases (used by large orgs like Apple, ABB, etc.), but the flow feels like magic for devs or agents.
demo: https://www.youtube.com/watch?v=jvx9CgBSgG0
Repo: https://github.com/DemoKaspar/vibe-coding-template
Curious how others are thinking about agent-first infrastructure. What would you add/change?