5 Things That Go Horribly Wrong When You Run AI Agents Without a Gateway (And How to Stop the Bleeding)

Short summary

Running AI agents without governance causes infinite delegation loops, cost explosions ($4K to $61K weekends), unauthorized data access, provider outages, and audit nightmares. Implement a unified gateway enforcing budget caps, RBAC on MCP tools, cross-provider failover, and centralized logging. Solutions span purpose-built platforms like TrueFoundry to open-source tools like LiteLLM.

• •Uncontrolled agent delegation and uncapped budgets lead to cost explosions and security breaches
• •A unified gateway with per-agent limits, tool-level RBAC, and failover prevents cascading failures
• •Enterprise platforms offer pre-built governance; DIY approaches require engineering investment

Generated with AI, which can make mistakes.