Security Architecture & Strategy

CSPM tells you the misconfiguration is back. It does not stop it from coming back. The recurring finding is the clearest signal the model has run out of room.

Cloud security is splitting. Seeing and detecting is mature. Enforcement is what comes next. Native is now available through AWS Security Hub Extended.

AI agent security isn't a model problem. It's an architecture problem. Here's what cloud controls every agentic deployment needs before it touches production.

Guardrails are not abstract. They are active controls enforced at the architecture layer.

How cloud security teams can define meaningful zones, govern the boundaries between them, and enforce the baselines that keep architecture intact as environments evolve.

What you'll actually run into when you try to operate AWS guardrails across a real enterprise