Databricks used AI to save $1mi/year in AI spend

Databricks engineers used AI agents extensively, leading to rising costs due to inefficient tool calls. By leveraging OpenTelemetry tracing in Unity Gateway, they identified seven bugs causing $1.2M/year in wasted tokens and lost productivity, fixing them within an hour.