Engineering

How we build the platform: continuous security validation, CI/CD integration, drift detection, and the engineering decisions behind autonomous security at scale.

Engineering February 10, 2026 9 min read

The Future of Continuous Security Validation

Annual pentests are a historical artifact — CI/CD-integrated testing and AI-driven drift detection are replacing the compliance checkbox for good.

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