How Databricks manages its own coding agent spend with Unity AI Gateway Budgets
Databricks dogfoods Unity AI Gateway Budgets to control internal coding agent costs
Databricks published a blog post describing how they use their own Unity AI Gateway Budgets product internally to manage spending on AI coding agents, a notable dogfooding signal. The post highlights that AI agent adoption is changing how Databricks engineers write software, raising cost governance as a first-order concern. This is relevant context for enterprise AI teams grappling with runaway agent spend, though the piece is primarily a product showcase for Databricks' own tooling.