Making Agents Aware of Agentic Risk
Agentic risk awareness is an operational discipline: model the failure paths, constrain authority, force uncertainty to surface, and continuously test whether the system still behaves under stress.
research
Articles connected to this term.
Agent Incident Response Needs a Measurable Drill
A controlled incident drill shows how scope validation, lineage, blast-radius assessment, kill paths, and rollback evidence make agent failure visible enough to engineer against.
Agent Security Is a Release Engineering Problem
Risk often appears between changes, not inside one change. Agent systems become dangerous when short-lived input hardens into durable memory and outlives the assumptions that made it safe.
Why Agent Memory Needs a Control Plane
Agent systems need a memory control plane because retrieval safety and historical truth require enforceable policy and clear lineage, not mutable notes.
ControlOps: Letting Machines Talk
ControlOps is a catalog project that turns scope validation, decision lineage, blast-radius assessment, and kill-path auditing into testable operational checks for agent systems.