Thirty Minutes to a Tailored Attack

AI-OSINT, CORDIAL SPIDER, and what CCCS AL26-010 is actually telling Canadian SaaS operators to do this week

The Linux RAT That Builds Itself On Your Machine

QLNX compiles a PAM backdoor with your own gcc, then walks off with npm, PyPI, AWS, and Kubernetes credentials

The AI IDE Attack Surface: A Zero-Click Reality

Analyzing critical exposures in Windsurf and PAN-OS alongside the case for NIST-aligned risk prioritization.

Architectural Verification: Beyond Vendor AI Documentation

Mapping the latest Google vulnerabilities to NIST CSF 2.0 and the critical need for "Bring Your Own Service Account" architectures.

You Patched It. APT28 Found the Bypass Anyway.

APT28 bypassed last month's Windows patch and Kimsuky is running ScreenConnect — CISA confirmed both actively exploited.

The Defender Window Is Open. Here's What's Behind It

GPT-5.5-Cyber & The Telemetry Compliance Audit

Closing visibility gaps for AI-assisted detection and navigating the latest cross-tenant repo risks.

Shadow Agents and Token Sprawl: Defensive Briefing

Deep-dives on the latest CSA security report, the ShinyHunters Medtronic claim, and targeted LiteLLM attacks.

How a Vendor Breach Exposed Anthropic’s Mythos

Inside the Mercor leak patterns, Microsoft’s Agent ID fix, and DragonForce’s RMM exploits

Bitwarden CLI Compromised: The 93-Minute Supply Chain Window

Inside the poisoned CI/CD pipeline, the hunting of AI developer tokens, and a critical CVSS 9.8 in CrowdStrike LogScale.