Two respected outlets, the same month, gave leaders opposite advice on AI agents: treat them like employees, or never. Both answered the wrong question. What transfers isn't deciding what an agent is — it's directing the system it sits in.
AIAI AgentsEngineering LeadershipManagementSystems ThinkingAccountabilityAgentic AI
AI made building software nearly free, but it did nothing for the other two costs in shipping it: deciding what to build, and aligning people around the decision. That's where the money went.
AIAI AgentsEngineering LeadershipChange ManagementDecision MakingSoftware Teams
The industry is obsessed with building smarter agents. The real gap is the control plane — the infrastructure that makes agents trustworthy, observable, and accountable at scale. Right now, that infrastructure barely exists.