Teaching AI to Reason Through Detection Triage
This 43.0 percentage point increase in high-confidence false positive recall means far more benign alerts can…
AI Power Is Now a Business Capacity Decision: What CEOs and CIOs Need to Know About Megawatts, Cooling, and Community Approval
Retrofitting an existing room can be more complex than placing new racks. The electrical path may…
MakerSkills: Add AI Agent Skills to Claude Code on Linux
makerskills is an open-source pack of AI agent skills for Claude Code. This walkthrough covers how…
Protocol-Layer Security for MCP, A2A, and Agent Gateways
That is what protocol-layer security is really about. It is not a replacement for IAM, OAuth,…
Rio Terminal for Linux: Speed Up Your Command-Line Workflow
Rio is a GPU-accelerated terminal emulator written in Rust that gives you built-in tabs, splits, and…
August 2026 Patch Tuesday: One Exploited Zero-Day and 62 Critical Vulnerabilities Among 415 CVEs
Exploited Zero-Day Vulnerability in Windows Ancillary Function Driver for WinSock CVE-2026-63518, CVE-2026-63525, and CVE-2026-64907 are Critical…
Hyperswitch on Linux: A Self-Hosted Payment Switch for Multiple Processors
Hyperswitch is an open-source payments switch from Juspay that you can run on your own Linux…
20 Linux Networking Interview Questions and Answers for 2026
You’ve probably memorized networking definitions like “What is DNS?” or “What is a subnet?” for interviews….
15 Advanced MySQL Database Interview Questions and Answers
Much of the MySQL interview prep you’ll find online is based on outdated versions that reached…
Expanding AI Benchmarks in Cybersecurity Beyond Vulnerability Discovery
We believe effective AI for defense must be evaluated against the operational reality of security teams:…
How to Use the watch Command in Linux to Monitor Commands in Real Time
You’ve probably run df -h, waited a few seconds, and run it again while a file…
How to Monitor Commands Executed by Linux Users in Real Time
Checking .bash_history after the fact, it only shows the commands a user typed, and that’s only…
15 Bash (!) Operator Examples Every Linux User Should Know
Most Linux users come across the ! symbol in only two situations: when they learn the…
Secure Agent Harness Execution: Preventing Escape
Layer 1: Infrastructure Isolation (Network) Enforcement covers: Layer 2: Sandbox Isolation (Virtual Machine) 6b. Soft Guidance:…
9 Deprecated Linux Networking Commands and Alternative Tools You Should Use
Linux provides tons of command line utilities that Linux administrators learned years ago are now outdated….