Your Laravel app adds an agent. The controller action looks harmless: one user message, one model call, maybe a tool or two. Then a real tenant connects a shared inbox, a ticket thread, or a document library.
Source: [Dev.to](https://dev.to/hosseinhezami/the-hidden-cost-of-ai-agents-a-token-budget-framework-for-production-laravel-apps-4632)