High Level Description AI agents connected to real infrastructure via the Model Context Protocol (MCP) or such, can already read live system state and take real action, such as scaling a Kubernetes deployment, restarting a pod, or filing a Jira ticket. What is still an open question is how much autonomy such an agent can safely be given in a production-like environment before the risk of an incorrect action outweighs the benefit of speed.Mjukvaru- och systemutvecklare m.fl.Data/IT