Two architectures keep showing up in AI agent runtime security in 2026. Both promise to stop bad agent actions before they complete. Underneath they work differently, and the difference matters when an agent goes wrong in production.

The first is webhook-based runtime monitoring. The AI platform calls out to a policy service before executing an...