Databricks Tames Internal LLM Costs with Unity AI Gateway Budgets
Databricks built a budget‑enforced gateway to cap spending of its internal coding agents, adding rate‑limits, cost observability, and alerts. The write‑up shows how the system tracks token usage, throttles requests, and lets teams set hard caps, preventing runaway LLM bills while keeping developer productivity.