Hybrid AI Assistant Architecture: When to Use NLU, RAG, Deterministic Flows, and LLMs
The assistant should retrieve relevant content, generate a grounded response, and provide citations or source references….
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Linux provides tons of command line utilities that Linux administrators learned years ago are now outdated….
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…
Inside Astaroth’s New Spambot Component
Session Creation The Chromium command line includes several capabilities designed to suppress automation indicators, such as:…
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….
5 High-Impact Use Cases for Falcon Onum
Enrich and Contextualize Data in Motion In the Falcon Onum and Federated Search demo, this comes…
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…
12 Best Command-Line FTP Clients for Linux Users
Most Linux guides still recommend the same FTP clients they listed years ago, even though some…
11 Best IP Address Management (IPAM) Tools for Linux in 2026
Most sysadmins don’t realize there’s an IP conflict until something goes offline. That’s where IP address…
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…
Denying the Worm: Detecting SANDWORM_MODE and the Emerging Class of AI Toolchain Supply Chain Attacks
Beyond credential harvesting, the worm targets password manager CLIs (bw, op, lpass) and local SQLite stores…
Claude Code Skills: Automate Repetitive Linux Tasks with Custom Skills
This walks through what a Claude Code Skill actually is, how to install pre-built skills from…