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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#side-effects
Articles about side effects 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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Replay Is Not Shadow: How Adaptive Agent Runtimes Earn Trust
Historical agreement, current agreement, and authority to serve are separate states. A trustworthy runtime refuses to collapse them.
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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.
Operating guideRead article