Multi-Agent Systems Risks: The Guardrails and Cost Controls That Keep Autonomous Agents in Check

Multi-agent systems risks shift from "wrong answer" to emergent, expensive, hard-to-supervise behavior once agents start interacting at scale. Here are the guardrails, cost controls, and observability that keep autonomous agents in check.

06/13/2026 · Industry Trends · 9 min read