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Follow the path from tool access to credentials, boundaries and incident evidence.

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Ruflo's install paths are two different products

Session inventory cannot explain token theft

The worm's target list is a better secrets inventory than your audit

Instinct's round prices permission, not capability

OpenAI locked the weights, not just the credentials

The case for agents that die every night

Giving the agent a clock shipped four trust models under one word

The AI worm moved its inference bill onto the victim

The agent turf war happened in the lab, not the wild

Agent autonomy is a timeout setting, not a capability

Agent payments should earn the right to write

Local models do not make local agents private

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