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AI agents change code faster than security reviews can keep up.
The author wants security reviews integrated into development, so they describe shipped code.
At Robinhood, an internal system, Prowler, has agents examine the code and challenge each other's findings.
Humans decide what to fix; code, not the model, tracks workflow state.
Prowler wrongly closed a finding for lack of access to another repository: only a pentest confirmed it.