Fiscal projections for 2026 show Microsoft and Uber facing rising expenses from AI coding agents. These costs contradict early promises of immediate productivity gains. While automation reduces manual labor, the underlying compute and API overhead remains high. Developers must now balance agentic efficiency against escalating operational budgets to avoid margin erosion.