Expanding AI Benchmarks in Cybersecurity Beyond Vulnerability Discovery
We believe effective AI for defense must be evaluated against the operational reality of security teams:…
Secure Agent Harness Execution: Preventing Escape
Layer 1: Infrastructure Isolation (Network) Enforcement covers: Layer 2: Sandbox Isolation (Virtual Machine) 6b. Soft Guidance:…
Azure Local 2607 Architecture and Upgrade Advisory: Build 12.2607.1003.71, Known Issues, and Production Readiness
The headline networking change is useful: an Azure Local VM can own the DNS-server address or…
SAW: Build Structured Multi-Agent AI Workflows on Linux
Learn how to install safe-agentic-workflow (SAW) on Linux, add it to a project alongside Claude Code,…
How to Combine MCP and A2A in One Enterprise Agent Architecture
Propagate trace context across the entry gateway, A2A calls, agent runtimes, MCP calls, and downstream APIs….
The Guardrail Paradox: Designing a Governed Forensic AI Platform for Cyber Defense
Self-hosting removes some provider-policy and data-transfer constraints, but it also transfers responsibility for the entire control…
Whole GPU, Passthrough, vGPU, MIG, or Time Slicing? The Enterprise GPU Allocation Decision Matrix
A normal extended-resource request for nvidia.com/gpu: 1 usually means exclusive allocation of one advertised GPU device…
CrowdStrike Falcon Platform Helps Meet U.S. Government Mandates for CISA BOD-26-04
The CrowdStrike Falcon® platform provides these capabilities through continuous exposure management, native KEV integration, and real-time…
CrowdStrike Falcon Platform Helps Meet U.S. Government Mandates for CISA BOD-26-04
The process begins with the Falcon platform. The lightweight Falcon sensor continuously collects telemetry from protected…
How to Take an AI Agent from Prototype to Production: A Production-Readiness Checklist
Use cost per successful task as the primary engineering metric. A smaller model is not cheaper…
Beyond the Model: Harnessing Frontier AI for Stronger Cyber Defense
Patching remains an essential security discipline, but it is no longer sufficient on its own. Security…
VCF 9.1 for AI Workloads: The Decisions Infrastructure Teams Need to Make Before the First GPU Cluster
A GPU-ready VCF design changes the daily operating model. VCF Private AI Services documentation and announcements…
Building a VCF 9.1 Upgrade Runbook: Testing, Fallback, and Readiness Gates
Scenario The important decision is not whether the team wants to continue. It should control the…
17 Best Node.js Frameworks and Libraries for Developers in 2026
Node.js is a JavaScript runtime used to build fast and scalable network applications. It uses an…
July 2026 Patch Tuesday: Microsoft Patches 622 Vulnerabilities Including Two Exploited Zero-Days
Exploited Zero-Day Vulnerability in Active Directory Federation Services CVE-2026-55045, CVE-2026-50314, CVE-2026-50467, CVE-2026-55018, CVE-2026-55022, CVE-2026-55049, CVE-2026-55056, CVE-2026-55129,…