Topic

Operating agents in production

What happens after go-live: monitoring an agent for drift and regression, the controls for autonomous actions, and the regulatory trajectory for agents that act.

20 July 2026
Monitoring an agent after it ships: drift, regression, and evaluation in production
A deployed agent can change behavior with no change on your side, because the model provider updated something and did not version it. Here is the production machinery that catches it before your customers do.

Monitoring an agent after it ships: drift, regression, and evaluation in production