Running a large language model against a live cloud account to hunt for security holes comes with an obvious hazard. An agent that holds real credentials and a mandate to poke around can delete a bucket, flip a permission, or leak a secret on its way to a finding. Cynative, an open-source security research agent, answers that hazard by refusing to write anything by default, and by checking that refusal on every single call it makes.
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