AgentOps is the operational discipline for running AI agents in production: monitoring agent fleets, tracing multi-step behavior, managing exception queues, con
AgentOps is the operational discipline for running AI agents in production: monitoring agent fleets, tracing multi-step behavior, managing exception queues, controlling costs, auditing actions, and continuously evaluating quality. It applies DevOps and SRE thinking to autonomous AI workers.
It emerged in 2025-2026 as enterprises moved from one pilot agent to dozens of production automations, each needing supervision, rollback paths, and an accountable owner. AgentOps roles and platforms are now among the fastest-growing segments of the AI operations market.