6 min readMost organizations still treat credentials as something that must be protected, stored, and rotated. But a second model is quietly reshaping how machine authentication works: eliminate static secrets altogether and authenticate workloads using identity and just-in-time access.

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Summary of Google’s H1 2026 Cloud Threat Horizons findings arguing identity failures, weaponized local AI tooling, and collapsing exploitation windows require AI-native security architectures and automated identity governance.

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