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AI Data Pipelines Need Containment

When untrusted data can execute code, the processing worker becomes an attack bridge

The July 2026 Hugging Face incident shows how a malicious dataset can become code execution, credential theft, and cross-cluster lateral movement. The answer is not only safer parsing. It is a smaller blast radius by design.

Posted by Alexander Goller on Tuesday, July 21, 2026

Mythos, Microsegmentation, and the Collapse of the Exploit Window

When AI finds vulnerabilities faster than organizations can patch, containment becomes strategy

Anthropic's Project Glasswing and Claude Mythos Preview show what happens when vulnerability discovery accelerates. This article explains why microsegmentation matters for both proactive blast-radius reduction and reactive containment when the exploit window collapses.

Posted by Alexander Goller on Friday, July 3, 2026

Non-Human Identities Need Containment, Not Just Rotation

Service accounts, API keys, OAuth apps, and agents are now lateral movement infrastructure

Non-human identities are becoming one of the most important trust paths in modern environments. This article explains why service accounts, API keys, OAuth apps, and AI agents need microsegmentation and blast-radius control, not just secrets hygiene.

Posted by Alexander Goller on Tuesday, June 30, 2026

Microsegmentation in 2026: The Control That Turns Breach Assumption Into Architecture

Why lateral movement, cloud sprawl, identity drift, and AI agents are making containment a board-level priority

A 2026 trend view on microsegmentation: vulnerability exploitation, ransomware, identity drift, cloud complexity, and AI agents all point to the same need - smaller blast radius by design.

Posted by Alexander Goller on Tuesday, June 23, 2026

Weekly Security Landscape: April 26 - May 2, 2026

Why trusted orchestration layers became this week's biggest security problem

This week's key security stories through a microsegmentation lens: cPanel control-plane exposure, Windows trust-path exploitation, SAP CAP supply-chain compromise, and AI agent control-plane hardening.

Posted by Alexander Goller on Saturday, May 2, 2026

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Principal Solutions Architect, Zero Trust Evangelist, BSD enthusiast

FEATURED TAGS
2026 ai-security attacks cisco containers containment hard-truths identity kubernetes lateral-movement links management-plane metrics microsegmentation microservices mitre mitre-attack network-segmentation oauth segmentation supply-chain vulnerability-management weekly-roundup zero-trust