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Burned $140 on an idle AWS cluster last month just trying to practice MLOps setup

Spun up a couple of instances and a managed Kubernetes node to mess around with Terraform and AI deployments. Forgot about it for a week while caught up in work, and woke up to a brutal cloud bill for resources I wasn't even actively using. That stupid mistake forced me to rethink how to practice t…

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  1. 2026-10-29 15:18 · r/learnmachinelearning
    Burned $140 on an idle AWS cluster last month just trying to practice MLOps setup

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