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Self-Serve Infrastructure Vending Machine

1 post · Jul 2026 – Aug 2026

What this trail covers

This post details the development of a self-serve infrastructure vending machine at Databricks, designed to provision infrastructure for the agentic era. This capability aims to streamline the process of setting up and managing the necessary compute and resources for AI agents and other advanced workloads, likely involving automation, templating, and policy enforcement to enable developers to provision infrastructure on demand. This builds upon the core 'Self-Serve Infrastructure Provisioning' capability.

All Databricks trails
  1. What are Agentic Workflows?This post introduces the concept and implementation of agentic workflows, defining them as sequences of actions orchestrated by AI agents to achieve complex goals. It details how Databricks is enabling these workflows through its platform, likely involving advancements in agent orchestration, task decomposition, and execution management. The focus is on the technical underpinnings that allow AI agents to autonomously perform multi-step processes, moving beyond single-action capabilities.
  2. Provisioning for the Agentic Era: How Databricks Built a Self-Serve Infrastructure Vending MachineThis post details the development of a self-serve infrastructure vending machine at Databricks, designed to provision infrastructure for the agentic era. This capability aims to streamline the process of setting up and managing the necessary compute and resources for AI agents and other advanced workloads, likely involving automation, templating, and policy enforcement to enable developers to provision infrastructure on demand.