spending-management

The author outlines six essential controls for AI agent spending, implemented and tested in sipi.bot through 53 failure scenarios to enforce deterministic policies.

The article discusses the challenge of controlling unlimited API spending for AI agents across multiple vendors and introduces ApyHub's atoms-based pricing system that scales with work performed to cap costs in real-time.