It's fairly straightforward to build resilient, affordable and scalable pipelines with DAG orchestrators like tekton running in kubernetes. Tekton in particular has the benefit of being low level enough that it can just be plugged into the CI tool above it (jenkins, argo, github actions, whatever) and is relatively portable.