How Databricks Manages Its Own Coding Agent Spend

Databricks split coding-agent budgets in two: a small daily limit engineers can raise themselves by acknowledging in Slack the spend is intentional, and a larger monthly limit needing manager approval. The Slack step works as a liveness check: a cron job cannot click a button.