AgentOps
Also known as: Agent operations, LLMOps for agents
The discipline of operating AI agents in production — deployment, observability, governance, and lifecycle management.
What is AgentOps?
AgentOps is to AI agents what DevOps is to software and MLOps is to models: the discipline of running them reliably in production. It covers deployment, observability, policy enforcement, human-in-the-loop escalation, audit, cost control, and lifecycle management of agent fleets. LeafMesh ADK is a YAML-first, vendor-agnostic agent operations fabric for governing, orchestrating, and auditing enterprise AI agents in production.
Related concepts
Looking for the agent operations fabric?
LeafMesh ADK is the production runtime for the concepts defined here.
More definitions
Vendor-Agnostic AIAgent Operations FabricAI Agent OrchestrationAutonomous AIAgentic AIMulti-Agent SystemAI Control PlaneAgent Development Kit (ADK)Human-in-the-Loop (HITL)AI GovernanceShared Memory (Agent Context)YAML-First ConfigurationEscalation RoutingAgent ObservabilityVendor-Agnostic AILLM OrchestrationAgent Operations Platform