AI governance

The most advanced agentic AI coding tool available today resolved just 14% of real-world issues without human help. That is not a flaw to wait out. It is a precise description of where experienced technical judgment is still the competitive edge. This post breaks down the four types of AI agents, how to match each to the right enterprise workflow, and why the human layer is the part most AI strategies get wrong.