this post was submitted on 11 Nov 2025
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I really don't understand why this gets so complicated. Like don't we all just make a micro service when ever we make a job or proccess in a project, and then slap those in a namespace and behind a service on k8s when you want to expose it out to the cluster, and ingress for the world?
If that gets complicated, then you refactor just like any other code base, and debug it like any other multi threaded app. Make sure actions are atomic. Functional programing helps a lot too, cause you know streaming vs stateful, but you can have stateful stuff in k8s.