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Stop managing infrastructure: A new way to deploy AI agents and models

Standing up an agent as a production service on Kubernetes means five YAML files, a few hundred lines between them, and (in most enterprises) a ticket in someone else’s queue. On the Workload API it means one spec file, one command, and about five minutes to a live URL.

By Abdelrahman (Abdo) Mahmoud, Cathie BozhenkoDataRobot Blog

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Originally published by DataRobot Blog on Aug 18, 2026.

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