The Strongest Agent Control Is Reversibility
Approval protects the moment of action. Reversibility protects what happens after. Classify agent work by whether you can undo it, and review earns a real target.
Enterprise perspectiveRead article
// category
Trust & Control
Human control, policy, evidence, and accountability for agents doing consequential work.
How to Audit an AI Agent Routing Decision
When an agent takes a shortcut, operators should not have to guess why. A useful receipt explains the decision in plain language.
Product explainerRead article
How Punk Brings Governed AI Agents Into Buzz Communities
A message can request agent work without being allowed to invent the user, channel, permissions, or actions behind that work.
Product explainerRead article
How to Give AI Agents Autonomy Without Losing Control
The choice is not full autonomy or manual control. Good operations give agents freedom inside clear, observable, consequence-aware boundaries.
Operating guideRead article
Why Every AI Agent Shortcut Needs an Explanation
If a runtime cannot tell you why it took the cheaper path, the savings number is not a reason to trust it.
Operating guideRead article