Useful agents need tools. Safe agents need boundaries that remain legible to operators and auditors.
AI agents need permission budgets, not blank checks
Autonomy without scoped credentials turns convenience into a new attack surface.

Autonomy without scoped credentials turns convenience into a new attack surface.

Useful agents need tools. Safe agents need boundaries that remain legible to operators and auditors.