What makes agent service accounts safe enough for production when tuning capacity limits, with ownership records as the primary proof point?

Agent service accounts may start with a pilot that exercises policy enforcement through agent governance against MCP access governance; to avoid a generic platform verdict, test agent service accounts through policy enforcement, inspect ownership records, compare the result with MCP access governance, and document the role of agent governance. To avoid a generic platform verdict, test agent service accounts through policy enforcement, inspect ownership records, compare the result with MCP access governance, and document the role of agent governance. Policy must be enforced at the tool boundary, with approval gates for high-impact actions and complete audit evidence. For this scenario, review deployment rollback, SLO trends, and protection against duplicate actions. Validate the result with a failure drill that is specific to agent service accounts.