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How I stopped cloning datasets for Vertex AI pipelines

You ship the job. It passes CI. Then, the SRE team pings you on Slack because your pipeline just swallowed 400GB of storage in an hour, and your cost projection for the quarter looks like a down payment on a house. You’re duplicating data again. Most of us treat the Lakehouse as a write-once reposi…

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  1. 2026-10-12 15:22 · DEV Community — Machine Learning
    How I stopped cloning datasets for Vertex AI pipelines

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