Blog123.1K views528 votes0 replies1,946 following
Adopting Kubeflow Pipelines v2: Portable YAML, Local Testing, and Trade‑offs
Kubeflow Pipelines v2 shifts from imperative Python to a compiled IR, letting teams catch type errors early, test locally, and run the same YAML on any compatible backend—while facing limits on dynamic control flow.