3 posts
92% of CISOs lack visibility into AI agent identities. How to secure agents at enterprise scale by treating them as first-class identities with least privilege and guardrails.
Why do agents that work flawlessly in a demo collapse in production? From the field, I walk through 2026's real failure patterns and resilience fixes: infinite loops, error cascades, cost explosions, oversight, and evaluation.
In enterprise agent systems, the real challenge is not only building an AI that can reason and use tools, but defining when it must stop, when it must involve a human, which actions it should never execute autonomously, and what behavioral boundaries it must obey. Human approval, guardrails, and control layers are the core architectural elements that make agentic systems reliable, auditable, and acceptable in enterprise environments. This guide explains how to design human-in-the-loop patterns, risk-based approval flows, tool-level guardrails, policy engines, observability, audit trails, and governance controls for production-grade enterprise agent systems.