Everything on AI Cost Control

Agentic workflows require infrastructure-style cost management, including budgets, cadence controls, average run cost, and model comparison tests. This turns recurring AI spend into a measurable operating cost rather than uncontrolled experimentation.

Impact: Organizations can budget and audit AI automation with the same discipline used for cloud infrastructure. This supports executive approval and sustainable scaling.

— from Continuous AI Turns Repositories Into Software Factories · The AI Native Dev - from Copilot today to AI Native Software Development tomorrow· Aug 18, 2026