The next phase of AI adoption may have less to do with better models and more to do with better management.
The AI coding market is getting cheaper and more competitive.
The next engineering advantage is not better AI. It is learning how to manage parallel AI labor.
Who is managing your AI?
The more work an AI agent can do, the more damage it can potentially cause.