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The role is shifting from manager-of-engineers to designer-of-human-agent systems.

A working definition of the layer where most agentic AI projects quietly fail.

Most current job descriptions are written for a role that is already changing.

A working definition and why most established businesses are building one by accident

Dashboards are changing as a result of consumer changes