AI Agent Orchestration Gets a Control Plane: Databricks Open-Sources Omnigent

Databricks has released Omnigent, an open-source "meta-harness" designed to act as a control plane for AI agent orchestration. Unlike standard agent harnesses that wrap foundation models to enable tool use, Omnigent sits above existing tools like Claude Code, OpenAI's Codex, and InflectionAI's Pi. This allows engineering teams to compose, govern, and collaborate across different agents through a standardized interface, making agents interchangeable via simple configuration changes.

A primary driver for Omnigent is the failure of prompt-based guardrails, which are often fragile and easily bypassed. Omnigent moves policy enforcement to the infrastructure layer, enabling stateful controls for cost budgets and security permissions. It includes "Omnibox," an OS-level sandbox that protects sensitive credentials by intercepting network requests at the kernel level, preventing agents from directly accessing security tokens.

Currently in alpha under the Apache 2.0 license, Omnigent addresses critical enterprise pain points such as runaway AI costs and inadequate security oversight. While it does not replace orchestration frameworks like LangChain or CrewAI, it provides the necessary infrastructure for teams managing multiple agents to ensure consistent security, budget adherence, and operational efficiency.

(Source：Techtimes)