Question 1

What changes when an AI agent moves from demo to production?

Accepted Answer

The requirements shift from prompt quality to operational control. Teams need policy, identity propagation, approval paths, run visibility, and deploy discipline before an agent can safely touch live systems.

Question 2

Why is identity propagation important for production AI agents?

Accepted Answer

Without identity propagation, every downstream action collapses into a shared service account. That makes approvals, auditing, and least-privilege access much harder to defend.

Question 3

Why not just add logging and approval callbacks to each agent?

Accepted Answer

That approach usually creates one runtime per agent. A shared production runtime is stronger because deploy, approvals, policy, and observability stay consistent across workflows.