Agentic AI Vocabulary for DevOps: 12 Terms You Already Operate Under Another Name
There is a genre of infographic doing the rounds at the moment: twelve must-know agentic AI terms, a leader's guide to the language of agents. They are aimed at executives, and for that audience they are fine. The trouble is what happens next, which is that the executive brings the vocabulary to the platform team and asks how soon an agent can have production access. If you run infrastructure,…
There are twelve terms associated with agentic AI that are being promoted to executives. However, when these executives share the vocabulary with the platform team, they often ask when an agent can gain access to production. For those managing infrastructure, the reality is that ten of these terms are concepts they already employ, using different names, while the other two are genuinely novel and pose potential risks.
An agent loop can be compared to a reconciliation loop, with the main difference being that agents have nondeterministic controllers unlike the deterministic nature of traditional controllers. Other concepts such as guardrails, sandboxes, and tool use are essentially admission control, container isolation, and API client usage respectively.
The two new concepts are nondeterminism and unbounded runtime cost, which lack direct analogues in existing infrastructure operations. When approaching agentic AI, it is crucial to consider the blast radius, which is determined by the tools and credentials provided to the agent, rather than the model itself.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
