Core concept
Autoscaling to zero saves cost. Spot GPUs supported. Autopilot GPU compat.
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How it works
K8s complexity. Steeper than Vertex AI managed. But more flexible.
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Trade-offs + gotchas
Teams already on K8s. Multi-cloud portability. Custom training pipelines.