Companies implement token budgets to manage rising AI coding costs

Microsoft and Databricks are shifting from unrestricted AI coding tool usage to strict token budgeting as agentic workflows drive up compute expenses. At Kilo Code, engineers now rely on agents for 99% of code generation, forcing teams to implement new oversight and cost-management strategies.

Featured · Patrick Wendell, Emilie Schario