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.
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Articles about human approval and its practical role in production agent work.
Build a Governed LangChain Agent with Punk
A production agent needs more than a useful answer. It needs explicit execution boundaries, approval before consequential work, and evidence that survives the run.
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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.
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Your AI Agent Pilot Needs an Evidence Budget
The hidden cost of an agent pilot is not inference. It is the work required to know whether the system deserves more authority.
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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.
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