Agentic AI Jargon Is Mostly DevOps Concepts Rebranded, With Two Real Exceptions

A technical analysis argues that 10 of the 12 most-cited agentic AI terms — including agent loops, guardrails, sandboxing, and orchestration — are direct renamings of infrastructure concepts DevOps engineers already use daily. The piece frames these mappings as a translation table, noting that an agent loop is a reconciliation loop, guardrails are admission control, and tool use is fundamentally an IAM question. However, the author identifies two genuinely novel challenges: nondeterminism, which breaks assumptions of predictable input-output behavior, and unbounded runtime cost, neither of which has a clean analogue in existing infrastructure. The post warns that prompt injection should be treated as privilege escalation via a content payload, with telemetry pipelines serving as a potential delivery channel. Engineers are advised to assess blast radius — which credentials and environments an agent can access — before evaluating any model-level properties.