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#ci-cd

2 articles tagged “ci-cd”.

A close-up view of blinking LED indicators on black server chassis mounted in a standard equipment rack.DevSecOps

AI-Augmented DDoS Compresses Attack Timelines. Legacy Perimeters Can’t Keep Up.

AI-augmented DDoS campaigns compress reconnaissance from weeks to minutes, rendering signature-based perimeters obsolete. We examine why behavioral telemetry and pipeline-embedded validation are now the baseline for survival.

May 26, 20263 min read
person standing near LED signDevSecOps

The TrapDoor Campaign Turns Three Registries Into a Unified Kill Chain

The TrapDoor campaign weaponized npm, PyPI, and Crates.io in a single coordinated push, extending into AI assistant config files via zero-width Unicode injection. The attack surface has moved from artifacts to runtime evaluation and prompt context—and defensive tooling is behind.

May 25, 20264 min read