Opus 4.6, Composer 2, GPT-5.4, Kimi-2.5, Gemini 3 Pro -- new models are released every week that reshape the frontier of cost and quality. Coding tools themselves are also constantly evolving, and software developers want choice, For example, within Databricks, our software developers flexibly mix usage between Cursor, Codex, Claude Code, and others -- often using multiple tools at the same time! Adopting multiple coding tools is a business necessity, which then introduces key challenges for administrators trying to move fast to support developer productivity with multiple tools.

Security, data privacy, and cost reviews for new tools can slow teams down. In addition, these AI coding tools require much stronger due diligence for several reasons:

So, how can organizations move fast to enable AI productivity while ensuring data privacy and cost visibility?

To simplify this, we are introducing the coding agent support in Unity AI Gateway, a unified governance hub for popular coding tools like Codex, Cursor, and Gemini CLI. Our gateway unifies access controls, usage statistics, operational observability, cost management, guardrails, and inference capacity into a single platform, giving you centralized control over your AI agents.