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A dark editorial illustration of a wide horizontal stream of code lines flowing continuously past a single bright vertical marker, representing continuous monitoring in Claude Security

Claude Security Stops Waiting For A Scan: What Continuous Monitoring Changes For Defenders

Posted on October 25, 2026October 25, 2026 by Clara Milicent

Claude Security now scans repositories as code changes, marks findings fixed when the fix lands, and judges severity against a threat model you write. What changes.

A sepia engraving style illustration of a padlock with one broken chain link beside a stack of documents, representing the compromised update channel that delivered a backdoored Rank Math PRO build

Rank Math PRO Shipped A Backdoored Update: Who Is Affected And The Recovery Order That Matters

Posted on October 21, 2026October 21, 2026 by Clara Milicent

Copies of Rank Math PRO 3.0.123 downloaded on 15 or 16 October contained malware. Who is affected, what to check, and the recovery order that matters.

An isometric cutaway illustration of a container with a grid fence holding a small shape inside and a separate chip outside it, showing the sandbox and supervision layers that Nvidia OpenShell enforces for AI agents

Nvidia OpenShell Moves The Agent Boundary Outside The Agent: What It Actually Enforces

Posted on October 16, 2026October 16, 2026 by Clara Milicent

Nvidia’s OpenShell enforces agent permissions at the kernel and network level, with a policy prover that checks changes before they apply. What it does and does not cover.

An AI worm spreading across cheap connected home devices, shown as a repeating print pattern

Anthropic’s Self-Replication Research: What a Self-Replicating AI Worm Would Look Like, and How Close We Are

Posted on October 14, 2026October 14, 2026 by Clara Milicent

Anthropic ran a small AI worm across 15 cheap Android TV boxes. The research says small models are months from self-replication, and hard to shut down.