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The Shift to Risk-Aware Operational Trust

The Shift to Risk-Aware Operational Trust

Autonomous remediation will succeed or fail on more than model capability. It will depend on whether security teams can prove that a proposed change is safe, bounded, reversible, and durable in production.

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Illustration of a cracked building wall with intruders, captioned 'Because it only takes one'

Misconfiguration Attacks: The Risks You Should See Coming

Many major cyber incidents begin with preventable misconfigurations. Explore real-world attacks and the lessons they offer for strengthening security posture.

Amit Abir
Amit Abir
Sep 2, 2025 | 9 min read

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