Enforce per-agent budgets now

- Enterprises are moving to mandatory per-agent budgets and preflight cost checks to avoid runaway model bills and surprise multi‑thousand‑dollar invoices. (x.com) - Reports warn OpenAI and Anthropic caps can lag in production, so teams are adding runtime enforcement and feature/user visibility to block costly loops and retries. (x.com) - Treating spend limits as first‑class runtime controls is becoming standard operational practice for deployed agentic features. (x.com) (x.com)