Provisioning for the Agentic Era: How Databricks Built a Self-Serve Infrastructure Vending Machine

This post introduces the concept and implementation of a self-serve infrastructure vending machine at Databricks. It describes the architectural design and technical considerations for building a system that allows engineers to provision infrastructure autonomously. This likely involves details on how the system handles resource requests, interacts with cloud providers, and ensures efficient and secure deployment of infrastructure components.