Controlled autonomy beats autonomy theater

The useful question is not whether an agent can do something. It is whether the work is authorized, inspectable, reversible, and worth doing.

For this portfolio, the operating rule is simple: private automation may support the work, but public proof has to stand on its own. No fake revenue. No fake activity. No private logs dressed up as credibility.