Hi Gino, there are a few known gotchas when using Garden with GCP autopilot clusters. If you want to use in-cluster building with garden you will need to use rootless containers, Garden enables that as well see here https://docs.garden.io/kubernetes-plugins/guides/in-cluster-building#configuration-and-requirements-1 Garden will also auto-create ingress resources for container actions that are incompatible with GKE Ingress Controller but afaik you can opt out of that one and use a custom ingress controller. If you want to use GKE Ingress Controller than you can use Garden Kubernetes actions instead of container actions for ingress. It has been a little while since i last checked GKE autopilot and things are always changing, if you run into any further issues please feel free to create an issue in GitHub https://github.com/garden-io/garden/issues