[killingtime74]

Myself I already pre-provisioned a kubernetes cluster and it just makes new manifests and deploys there. Less dangerous, less things for it to fail at. The networking is already setup. The costs are known/fixed (unless you autoscale in the cloud). It's much faster to deploy.

[freakynit]

Same same... i have prepared a sample config file with most of most common k8s object types as examples and just use that as a skill. I have given it access to my test cluster. I have configured my own container registry as well. Claude generates perfect deployment artifacts every single time. Works superbly well. I use k3s btw.

[killingtime74]

Same, I love k3s, so convenient for baremetal self hosted

[lawrencechen]

Fair enough, is this mainly for running services or do you use it for dev loop too?

[killingtime74]

both. local k8s (Rancher desktop) for devloop integration tests, remote k8s for running services. Helm chart to bootstrap cluster services like CRDs and Cloudflare tunnel.