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Anthropic's Mythos Preview model uncovered thousands of zero-days during testing, including an OpenBSD bug that sat undetected for 27 years. Attackers will have comparable tools within a year. The fix has to live in the pipeline, which means every merge request passes through policy enforcement and AI triage filters the noise before findings reach a developer. When an agent proposes a remediation, that MR moves through the same approvals and audit trail as any human-written change. Omer Azaria walks through what that looks like in GitLab. https://lnkd.in/gUrnHEXK

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