One artifact · Three reading lenses
The Agents Were Never the Bottleneck
Three materially different teaching systems. One locked 1,103-word article. Choose architecture, diagnosis, or lived transition without changing the argument.
Architectural
The Workbench
An exploded operating substrate assembles around capable agent execution.
Diagnostic
Fault Isolation
A failure-attribution system separates model problems from operating-system failures.
Experiential
Regaining Control
A before, transition, and after narrative shows control moving from touch to governance.